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| Publications of Scott Huettel :recent first alphabetical combined listing:%% Journal Articles @article{fds330851, Author = {Huettel, SA and Lockhead, GR}, Title = {A framework for structural constraints on feature creation}, Journal = {Behavioral and Brain Sciences}, Volume = {21}, Number = {1}, Pages = {29-29}, Publisher = {Cambridge University Press (CUP)}, Year = {1998}, Month = {February}, url = {http://dx.doi.org/10.1017/s0140525x98380103}, Abstract = {<jats:p>We address two major limitations of Schyns et al. First, we clarify their concept of “features” by postulating several levels for processing. The composition of the feature set at each level determines the set at the next higher level, following simple structural guidelines. Second, we show that our proposed framework reconciles feature-creation and fixed-feature approaches.</jats:p>}, Doi = {10.1017/s0140525x98380103}, Key = {fds330851} } @article{fds252342, Author = {Sandstrom, NJ and Kaufman, J and Huettel, SA}, Title = {Males and females use different distal cues in a virtual environment navigation task.}, Journal = {Brain Research. Cognitive Brain Research}, Volume = {6}, Number = {4}, Pages = {351-360}, Year = {1998}, Month = {April}, ISSN = {0926-6410}, url = {http://dx.doi.org/10.1016/s0926-6410(98)00002-0}, Keywords = {Adult • Analysis of Variance • Cues* • Female • Humans • Male • Maze Learning • Reaction Time • Sex Characteristics* • User-Computer Interface* • physiology • physiology*}, Abstract = {The study of navigational ability in humans is often limited by the restricted availability and inconvenience of using large novel environments. In the present study we use a computer-generated virtual environment to study sex differences in human spatial navigation. Adult male and female participants navigated through a virtual water maze where both landmarks and room geometry were available as distal cues. Manipulation of environmental characteristics revealed that females rely predominantly on landmark information, while males more readily use both landmark and geometric information. We discuss these results as a possible link between recent human research reporting hippocampal activation in spatial tasks and animal work showing sex differences in both spatial ability and hippocampal development.}, Doi = {10.1016/s0926-6410(98)00002-0}, Key = {fds252342} } @article{fds252258, Author = {Lockhead, GR and Huettel, SA}, Title = {Isomorphisms and subjective colors}, Journal = {Behavioral and Brain Sciences}, Volume = {22}, Number = {6}, Pages = {959-960}, Publisher = {Cambridge University Press (CUP)}, Year = {1999}, Month = {January}, ISSN = {0140-525X}, url = {http://dx.doi.org/10.1017/S0140525X99392219}, Abstract = {Palmer describes a 'subjective barrier' that limits knowledge of others' experience. We discuss how this barrier extends to all knowledge, becoming less distinct as theoretical constructs are strengthened. We provide evidence for isomorphic experience, among individuals with similar physiologies, by showing that perceived relations between colors are as similar when viewing pigments as when viewing subjective colors caused by flickering bars.}, Doi = {10.1017/S0140525X99392219}, Key = {fds252258} } @article{fds252334, Author = {Huettel, SA and Lockhead, GR}, Title = {Range effects of an irrelevant dimension on classification.}, Journal = {Perception & Psychophysics}, Volume = {61}, Number = {8}, Pages = {1624-1645}, Year = {1999}, Month = {November}, ISSN = {0031-5117}, url = {http://www.ncbi.nlm.nih.gov/pubmed/10598475}, Keywords = {Adult • Attention* • Female • Humans • Loudness Perception* • Male • Pitch Discrimination* • Psychoacoustics • Reaction Time}, Abstract = {In univariate classification tasks, subjects sort stimuli on the basis of the only attribute that varies. In orthogonal classification tasks, often called filtering tasks, there additionally are trial-to-trial variations in irrelevant attributes that the subjects are instructed to ignore. Performance is generally slower in filtering tasks than in univariate control tasks. We investigated this slowing in experiments of how the range of irrelevant trial-to-trial variation affects responses in pitch/loudness classification tasks. Using two levels of pitch and of loudness as stimuli, Experiment 1 replicated prior work showing that responses are slowed more when the range of the irrelevant dimension is made larger. Also in Experiment 1, sequential analyses showed that response time depends both on sequence and on the stimulus set independent of sequence. Experiments 2 and 3 used several levels on the irrelevant dimension and showed that responses to categorize loudness are slowed more by larger trial-to-trial pitch differences, but only on trials when the response repeats. When the response changes, performance is essentially unaffected by trial-to-trial irrelevant variation. This interaction supports the conclusion that slowed average performance in orthogonal classification tasks, which is known as Garner interference, is not due to difficulties that subjects have in filtering stimulus attributes. It is due to how subjects process successive stimulus differences. We call for more frequent reports of sequential analyses, because these can reveal information that is not available from data averages.}, Doi = {10.3758/bf03213123}, Key = {fds252334} } @article{fds252259, Author = {Huettel, S and Singerman, J and McCarthy, G}, Title = {Effects of aging on the refractory period of the fMRI hemodynamic response}, Journal = {Neuroimage}, Volume = {11}, Number = {5}, Pages = {S644}, Publisher = {Elsevier BV}, Year = {2000}, Month = {January}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1016/S1053-8119(00)91574-X}, Doi = {10.1016/S1053-8119(00)91574-X}, Key = {fds252259} } @article{fds252260, Author = {Huettel, SA and Lockhead, G}, Title = {Psychologically rational choice: Selection between alternatives in a multiple-equilibrium game}, Journal = {Cognitive Systems Research}, Volume = {1}, Number = {3}, Pages = {143-160}, Publisher = {Elsevier BV}, Year = {2000}, Month = {January}, url = {http://dx.doi.org/10.1016/S1389-0417(00)00006-1}, Abstract = {Choice is modeled by game theory through analyses of the structure of a game situation. However, at least some choices, such as those in games that have more than one rational solution, are difficult to address under standard game theory. We investigated choice in a simple multiple-equilibrium game, Wolf's Dilemma, and found that choice depends on both structural components of the game, such as the number of opponents, and non-structural components, such as judgments about opponents' likely choices. Significant effects of trial-to-trial sequence were identified. We conclude that game theoretic methods cannot deal with multiple and equilibrium games in the absence of a psychological understanding of choice, and that psychological measures are required to predict performance in such games. © 2000 Elsevier Science B.V. All rights reserved.}, Doi = {10.1016/S1389-0417(00)00006-1}, Key = {fds252260} } @article{fds252261, Author = {Huettel, SA and Needham, A}, Title = {Effects of balance relations between objects on infants' object segregation}, Journal = {Developmental Science}, Volume = {3}, Number = {4}, Pages = {415-427}, Publisher = {WILEY}, Year = {2000}, Month = {January}, url = {http://dx.doi.org/10.1111/1467-7687.00136}, Abstract = {Young infants are sensitive to support relations between objects. However, the types of contact perceived to be sufficient for object support change over development. At 4.5 months of age, infants expect an object to be adequately supported when in contact with another object. By 6.5 months, this simple contact/no-contact distinction is refined to account for proportion of contact: an object is perceived to be supported when 70% of its bottom surface is in contact with another object, but it is not perceived to be supported when 15% is contacted. Here, we employ an object segregation paradigm to investigate whether 8-month-old infants' judgments of support relations are mediated by assessments both of the proportion of contact and of the position of contact. Infants in the current experiments viewed test displays consisting of two objects, a long thin object (a box) and a smaller roughly cubic object (a box in Experiment 1, a cylinder in Experiments 2 and 3). Two basic positions of contact were used, such that either the centers or the lateral edges of the two objects were aligned. The proportion of contact was manipulated across experiments by having the smaller object support the larger or the larger object support the smaller. There was a significant effect of position of contact when only a small proportion of the upper object was contacted by the lower object. However, position of contact was found not to matter when all of the upper object was in contact with the lower object. We conclude that 8-month-old infants' judgments of support relations are influenced by both proportion and position of supporting contact. We integrate the findings from the current experiments into the general developmental framework proposed by Baillargeon and colleagues.}, Doi = {10.1111/1467-7687.00136}, Key = {fds252261} } @article{fds252335, Author = {Huettel, SA and McCarthy, G}, Title = {Evidence for a refractory period in the hemodynamic response to visual stimuli as measured by MRI.}, Journal = {Neuroimage}, Volume = {11}, Number = {5 Pt 1}, Pages = {547-553}, Year = {2000}, Month = {May}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1006/nimg.2000.0553}, Keywords = {Adult • Analysis of Variance • Hemodynamic Processes • Humans • Magnetic Resonance Imaging • Male • Photic Stimulation • Reaction Time • Refractory Period, Electrophysiological • Regression Analysis • Visual Cortex • blood supply* • methods • physiology • physiology*}, Abstract = {We investigated the effects of paired presentations of visual stimuli upon the evoked hemodynamic response of visual cortex measured by magnetic resonance imaging (MRI). Stimuli were identical 500-ms high-contrast checkerboard patterns, presented singly or with an interpair interval (IPI) of 1, 2, 4, or 6 s (onset-to-onset), followed by an intertrial interval of 16-20 s. Images were acquired at 1.5 Tesla using a gradient-echo echoplanar imaging sequence sensitive to blood-oxygenation-level dependent (BOLD) contrast. Single checkerboards evoked a hemodynamic response from visual cortex characterized by a rise at 3 s, peak activation at 5 s, and return to baseline by 10 s. We subtracted subjects' single-stimulus hemodynamic response from their paired-stimulus responses to isolate the contribution of the second stimulus. If the hemodynamic responses were fully additive, the residual should be a time-shifted replica of the single stimulus response. However, the amplitude of the hemodynamic response to the second checkerboard was smaller, and the peak latency was longer, than for the first. Furthermore, the amplitude decrement was dependent upon IPI, such that the response to the second stimulus at 1 s IPI was only 55% of that to a single stimulus, with recovery to 90% at a 6 s IPI. Peak latency was similarly dependent upon IPI with longer latencies observed for shorter IPIs. These results demonstrate an extended refractory period in the hemodynamic response to visual stimuli consistent with that shown previously for neuronal activity measured electrophysiologically.}, Doi = {10.1006/nimg.2000.0553}, Key = {fds252335} } @article{fds252262, Author = {Huettel, SA and Lockhead, G}, Title = {Variability is not uniformily bad: The practices of psychologists generate research questions}, Journal = {Behavioral and Brain Sciences}, Volume = {24}, Number = {3}, Pages = {418-419}, Year = {2001}, Month = {January}, ISSN = {0140-525X}, url = {http://dx.doi.org/10.1017/s0140525x01394141}, Abstract = {The practices of economists increase experimental reproducibility relative to those of selected psychologists but should not be universally adopted. Procedures criticized by Hertwig and Ortmann as producing variable data are valuable, instead, for generating questions. The procedure of choice should depend on the theoretical goal: measure a known factor or learn what factors are important and need to be measured.}, Doi = {10.1017/s0140525x01394141}, Key = {fds252262} } @article{fds252344, Author = {Huettel, SA and Singerman, JD and McCarthy, G}, Title = {The effects of aging upon the hemodynamic response measured by functional MRI.}, Journal = {Neuroimage}, Volume = {13}, Number = {1}, Pages = {161-175}, Year = {2001}, Month = {January}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1006/nimg.2000.0675}, Keywords = {Adolescent • Adult • Aged • Aging • Cerebrovascular Circulation • Evoked Potentials, Visual • Female • Head Movements • Humans • Image Processing, Computer-Assisted • Magnetic Resonance Imaging • Male • Middle Aged • Pattern Recognition, Visual • Photic Stimulation • physiology • physiology*}, Abstract = {We comparedthe characteristics of the visually evoked hemodynamic response (HDR) in groups of young and elderly adults. Checkerboard stimuli were presented for 500 ms either singly or in pairs separated by a 2-s intrapair interval while gradient-echo echoplanar fMRI images were acquired concurrently every 1 s. Activated voxels, identified by correlation with an empirically derived reference waveform, were found for both groups in cortex along the calcarine sulcus and in the fusiform gyrus, with the mean HDR latency in calcarine cortex peaking approximately 300 ms earlier than the HDR evoked in the fusiform gyrus. On average, younger subjects had twice as many activated voxels as older subjects. The mean HDR had a similar onset time, rate of rise, and peak amplitude in both groups. However, the HDRs of older subjects reached their peak earlier and were more variable across subjects. Despite having average HDR amplitudes similar to those of younger subjects, older subjects had higher noise levels in activated voxels, resulting in lower signal-to-noise ratios. Distribution analyses of voxel statistics (t value, peak amplitude, peak latency) revealed that older subjects had proportionally fewer small-effect-size voxels, due to their increased voxelwise noise. This finding was consistent with the smaller spatial extent of activation in older subjects. To investigate age differences in the refractory period of the visual HDR, the HDR evoked by the second stimulus of each pair was isolated by subtracting the HDR evoked by a single stimulus from the composite HDR evoked by a pair. Recovery measures were similar across the age groups.}, Doi = {10.1006/nimg.2000.0675}, Key = {fds252344} } @article{fds252333, Author = {Huettel, SA and McCarthy, G}, Title = {The effects of single-trial averaging upon the spatial extent of fMRI activation.}, Journal = {Neuroreport}, Volume = {12}, Number = {11}, Pages = {2411-2416}, Year = {2001}, Month = {August}, ISSN = {0959-4965}, url = {http://dx.doi.org/10.1097/00001756-200108080-00025}, Keywords = {Adult • Artifacts • Evoked Potentials, Visual • Humans • Magnetic Resonance Imaging • Male • Middle Aged • Photic Stimulation • Visual Cortex • methods* • physiology*}, Abstract = {We examined effects of trial averaging upon spatial extent, spatial topography, and temporal properties of fMRI activation. Two subjects participated in an event-related visual stimulation design. There was an exponential relation between number of trials and spatial extent, such that additional trials identified, on average, a constant proportion of the remaining voxels. At values typical of fMRI experimentation (e.g. 50 trials) only about 50% of eventually active voxels were significant; asymptotic values were approached by 150 trials. The variability of the estimated hemodynamic response decreased with signal averaging, becoming stable across samples of > or = 25 trials. Therefore, group or condition differences may result from differences in voxelwise noise exacerbated by averaging small numbers of trials.}, Doi = {10.1097/00001756-200108080-00025}, Key = {fds252333} } @article{fds252337, Author = {Huettel, SA and Güzeldere, G and McCarthy, G}, Title = {Dissociating the neural mechanisms of visual attention in change detection using functional MRI.}, Journal = {Journal of Cognitive Neuroscience}, Volume = {13}, Number = {7}, Pages = {1006-1018}, Year = {2001}, Month = {October}, ISSN = {0898-929X}, url = {http://dx.doi.org/10.1162/089892901753165908}, Keywords = {Adult • Attention • Brain • Humans • Image Processing, Computer-Assisted • Magnetic Resonance Imaging • Visual Cortex • Visual Perception • physiology • physiology*}, Abstract = {We investigated using functional magnetic resonance imaging (fMRI) the neural processes associated with performance of a change-detection task. In this task, two versions of the same picture are presented in alternation, separated by a brief mask interval. Even when the two pictures greatly differ (e.g., as when a building is in different locations), subjects report that identification of the change is difficult and often take 30 or more seconds to identify the change. This phenomenon of "change blindness" provides a powerful and novel paradigm for segregating components of visual attention using fMRI that can otherwise be confounded in short-duration tasks. By using a response-contingent event-related analysis technique, we successfully dissociated brain regions associated with different processing components of a visual change-detection task. Activation in the calcarine cortex was associated with task onset, but did not vary with the duration of visual search. In contrast, the pattern of activation in dorsal and ventral visual areas was temporally associated with the duration of visual search. As such, our results support a distinction between brain regions whose activation is modulated by attentional demands of the visual task (extrastriate cortex) and those that are not affected by it (primary visual cortex). A second network of areas including central sulcus, insular, and inferior frontal cortical areas, along with the thalamus and basal ganglia, showed phasic activation tied to the execution of responses. Finally, parietal and frontal regions showed systematic deactivations during task performance, consistent with previous reports that these regions may be associated with nontask semantic processing. We conclude that detection of change, when transient visual cues are not present, requires activation of extrastriate visual regions and frontal regions responsible for eye movements. These results suggest that studies of change blindness can inform understanding of more general attentional processing.}, Doi = {10.1162/089892901753165908}, Key = {fds252337} } @article{fds252336, Author = {Huettel, SA and McCarthy, G}, Title = {Regional differences in the refractory period of the hemodynamic response: an event-related fMRI study.}, Journal = {Neuroimage}, Volume = {14}, Number = {5}, Pages = {967-976}, Year = {2001}, Month = {November}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1006/nimg.2001.0900}, Keywords = {Adult • Arousal • Attention • Brain Mapping • Echo-Planar Imaging • Evoked Potentials, Visual • Face • Female • Hemodynamic Processes • Humans • Image Enhancement • Magnetic Resonance Imaging* • Male • Oxygen Consumption • Pattern Recognition, Visual • Reaction Time • Refractory Period, Electrophysiological • Regional Blood Flow • Visual Cortex • blood supply* • physiology • physiology*}, Abstract = {We investigated the characteristics of the hemodynamic response (HDR) to paired presentations of visual face stimuli using functional magnetic resonance imaging (fMRI). Photographs of faces were presented singly or in pairs with either a 1-s or 6-s intrapair interval (IPI). Each trial (single face or face pairs) was followed by an intertrial interval of 16-20 s. Faces were presented at fixation and passively viewed by the 10 subjects. Images were acquired at 1.5 Tesla using a gradient-echo echo-planar imaging sequence sensitive to blood-oxygenation-level-dependent (BOLD) contrast. To examine the refractory properties of the HDR, we subtracted the single-stimulus hemodynamic response from the composite response evoked by face pairs for all voxels significantly active on single face trials. The residual represents the contribution of the second stimulus to the fMRI signal. Event-related presentation of faces evoked activity in medial calcarine cortex and the fusiform gyrus bilaterally. In both calcarine and fusiform regions, the hemodynamic response to the second face in a pair was of lower amplitude and of increased latency at 1 s IPI, with significant recovery of both amplitude and latency toward single-stimulus values at 6 s IPI. At 1 s IPI, significantly greater recovery was found in posterior fusiform regions (50-60%) than in midfusiform regions (10-40%). These regional differences were not apparent at 6 s IPI. No differences were found across slices in calcarine cortex. There was a significant difference in mean latency to HDR peak between calcarine and fusiform cortex, with the HDR peaking about 400 ms earlier in calcarine cortex. We conclude that characteristics of the HDR, notably its amplitude, latency, and refractory properties, differ across visual cortical areas.}, Doi = {10.1006/nimg.2001.0900}, Key = {fds252336} } @article{fds327385, Author = {McCarthy, G and Huettel, S}, Title = {A functional brain system for face processing revealed by event-related potentials and functional MRI}, Journal = {International Congress Series}, Volume = {1226}, Number = {C}, Pages = {3-16}, Publisher = {Elsevier BV}, Year = {2002}, Month = {January}, url = {http://dx.doi.org/10.1016/S0531-5131(01)00492-7}, Doi = {10.1016/S0531-5131(01)00492-7}, Key = {fds327385} } @article{fds252251, Author = {Madden, D and Huettel, S and Langley, L and Harlan, N and Whiting, W and Provenzale, J and McCarthy, G}, Title = {Adult age differences in the hemodynamic response during visual target detection measured by functional MRI}, Journal = {Journal of Cognitive Neuroscience}, Pages = {19-20}, Publisher = {M I T PRESS}, Year = {2002}, Month = {April}, ISSN = {0898-929X}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000174072000021&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=47d3190e77e5a3a53558812f597b0b92}, Key = {fds252251} } @article{fds252253, Author = {Huettel, S and McKeown, M and Hart, S and Allison, T and Song, A and McCarthy, G}, Title = {The effects of stimulus duration upon visual cortical activation: Evidence from functional MRI and intracranial ERPS}, Journal = {Journal of Cognitive Neuroscience}, Pages = {89-89}, Publisher = {M I T PRESS}, Year = {2002}, Month = {April}, ISSN = {0898-929X}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000174072000339&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=47d3190e77e5a3a53558812f597b0b92}, Key = {fds252253} } @article{fds252338, Author = {Huettel, SA and Mack, PB and McCarthy, G}, Title = {Perceiving patterns in random series: dynamic processing of sequence in prefrontal cortex.}, Journal = {Nature Neuroscience}, Volume = {5}, Number = {5}, Pages = {485-490}, Year = {2002}, Month = {May}, ISSN = {1097-6256}, url = {http://dx.doi.org/10.1038/nn841}, Keywords = {Adolescent • Adult • Basal Ganglia • Behavior • Brain Mapping • Female • Humans • Magnetic Resonance Imaging • Male • Pattern Recognition, Visual • Photic Stimulation • Prefrontal Cortex • Reaction Time • anatomy & histology • methods • physiology • physiology*}, Abstract = {We demonstrate that regions within human prefrontal cortex develop moment-to-moment models for patterns of events occurring in the sensory environment. Subjects viewed a random binary sequence of images, each presented singly and each requiring a different button press response. Patterns occurred by chance within the presented series of images. Using functional magnetic resonance imaging (fMRI), we identified activity evoked by viewing a stimulus that interrupted a pattern. Prefrontal activation was evoked by violations of both repeating and alternating patterns, and the amplitude of this activation increased with increasing pattern length. Violations of repeating patterns, but not of alternating patterns, activated the basal ganglia.}, Doi = {10.1038/nn841}, Key = {fds252338} } @article{fds252343, Author = {Due, DL and Huettel, SA and Hall, WG and Rubin, DC}, Title = {Activation in mesolimbic and visuospatial neural circuits elicited by smoking cues: evidence from functional magnetic resonance imaging.}, Journal = {The American Journal of Psychiatry}, Volume = {159}, Number = {6}, Pages = {954-960}, Year = {2002}, Month = {June}, ISSN = {0002-953X}, url = {http://www.ncbi.nlm.nih.gov/pubmed/12042183}, Keywords = {Adult • Attention • Behavior, Addictive • Brain • Cerebral Cortex • Cues • Dopamine • Female • Humans • Limbic System • Magnetic Resonance Imaging • Male • Neural Pathways • Reward • Smoking • Space Perception • Tobacco Use Disorder • Visual Perception • diagnosis* • physiology • physiology* • psychology • psychology* • statistics & numerical data*}, Abstract = {OBJECTIVE: The authors sought to increase understanding of the brain mechanisms involved in cigarette addiction by identifying neural substrates modulated by visual smoking cues in nicotine-deprived smokers. METHOD: Event-related functional magnetic resonance imaging (fMRI) was used to detect brain activation after exposure to smoking-related images in a group of nicotine-deprived smokers and a nonsmoking comparison group. Subjects viewed a pseudo-random sequence of smoking images, neutral nonsmoking images, and rare targets (photographs of animals). Subjects pressed a button whenever a rare target appeared. RESULTS: In smokers, the fMRI signal was greater after exposure to smoking-related images than after exposure to neutral images in mesolimbic dopamine reward circuits known to be activated by addictive drugs (right posterior amygdala, posterior hippocampus, ventral tegmental area, and medial thalamus) as well as in areas related to visuospatial attention (bilateral prefrontal and parietal cortex and right fusiform gyrus). In nonsmokers, no significant differences in fMRI signal following exposure to smoking-related and neutral images were detected. In most regions studied, both subject groups showed greater activation following presentation of rare target images than after exposure to neutral images. CONCLUSIONS: In nicotine-deprived smokers, both reward and attention circuits were activated by exposure to smoking-related images. Smoking cues are processed like rare targets in that they activate attentional regions. These cues are also processed like addictive drugs in that they activate mesolimbic reward regions.}, Doi = {10.1176/appi.ajp.159.6.954}, Key = {fds252343} } @article{fds252263, Author = {McKeown, MJ and Varadarajan, V and Huettel, S and McCarthy, G}, Title = {Deterministic and stochastic features of fMRI data: implications for analysis of event-related experiments.}, Journal = {Journal of Neuroscience Methods}, Volume = {118}, Number = {2}, Pages = {103-113}, Year = {2002}, Month = {August}, ISSN = {0165-0270}, url = {http://www.ncbi.nlm.nih.gov/pubmed/12204302}, Abstract = {As the limits of stimuli presentation rates are explored in event-related fMRI design, there is a greater need to assess the implications of averaging raw fMRI data. Selective averaging assumes that the fMRI signal consists of task-dependent signal, random noise, and non-task dependent brain signal that can be modeled as random noise so that it tends to zero when averaged over a practical number of trials. We recorded a total of four fMRI data series from two normal subjects (subject 1, axially acquired; subject 2, coronally acquired) performing a simple visual event-related task and a water phantom with the same fMRI scanner imaging parameters. To determine which fraction of the fMRI data was deterministic as opposed to random, we created different data subsets by taking the odd or even time points of the full data sets. All data sets were first dimension-reduced with principal component analysis (PCA) and separated into 100 spatially independent components with independent component analysis (ICA). The mutual information between best-matching pairs of components selected from full data set-subset comparisons was plotted for each data set. Visual inspection suggested that 45-85 components were reproducible, and hence deterministic, accounting for 79-97% of the variance, respectively, in the raw data. The reproducible components exhibited much less trial-to-trial variability than the raw data from even the most activated voxel. Many (22-47) of reproducible components were significantly affected by stimulus presentation (P < 0.001). The most significantly-stimulus-correlated component was strongly time-locked to stimulus presentation and was directly stimulus correlated, corresponding to occipital brain regions. However, other spatially distinct task-related components demonstrated variable temporal relationships with the most significantly-stimulus-correlated component. Our results suggest that the majority of the variance in fMRI data is in fact deterministic, and support the notion that the data consist of differing components with differing temporal relationships to visual stimulation. They further suggest roles for restricting interpretations of the spatial extent of activation from event-related designs to a specific region of interest (ROI) and/or first separating the data into spatially independent components. Averaging the time courses of spatially independent components time-locked to stimulus presentation may prevent possible biases in the estimates of the spatial and temporal extent of stimulus-correlated activation and of trial-to-trial variability.}, Doi = {10.1016/s0165-0270(02)00120-6}, Key = {fds252263} } @article{fds252264, Author = {Huettel, S and Polger, T and Riley, M}, Title = {In favor of an ecological account of color}, Journal = {Behavioral and Brain Sciences}, Volume = {26}, Number = {1}, Pages = {33}, Publisher = {Cambridge University Press (CUP)}, Year = {2003}, Month = {February}, url = {http://dx.doi.org/10.1017/S0140525X03340014}, Abstract = {Byrne & Hilbert understate the difficulties facing their version of color realism. We doubt that they can fix reflectance types and magnitudes in a way that does not invoke relations to perceivers. B&H's account, therefore, resembles the dispositional or ecological accounts that they dismiss. This is a good thing, for a dispositional account is promising if understood in an ecological framework.}, Doi = {10.1017/S0140525X03340014}, Key = {fds252264} } @article{fds252265, Author = {Huettel, SA}, Title = {Non-linearities in the blood-oxygenation-level dependent (BOLD) response measured by functional magnetic resonance imaging (fMRI).}, Journal = {Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference}, Volume = {2004}, Pages = {4413-4416}, Year = {2004}, Month = {January}, ISSN = {0589-1019}, url = {http://dx.doi.org/10.1109/iembs.2004.1404227}, Abstract = {A central question in the analysis of functional magnetic resonance imaging (IMRI) data is whether the measured fMRI signal summates in a linear fashion over repeated inputs. Most fMRI studies collect images sensitive to blood-oxygenation-level dependent (BOLD) contrast, which measures the local amount of deoxygenated hemoglobin (dHb). When neurons are active, more oxygenated hemoglobin is supplied than is needed for their metabolic demands, resulting in a decrease in dHb and an increase in MR signal. For analysis of fMRI data, researchers must therefore create experimental hypotheses of the measurable BOLD response based upon the predicted neuronal activity. An influential early model of the fMRI BOLD response assumes that BOLD activity is a linear transformation of neuronal input, representing the filtering effects of the vascular system. Recent studies have called this interpretation into question, due to observed differences in the pattern of linearity across brain regions that serve distinct functions.}, Doi = {10.1109/iembs.2004.1404227}, Key = {fds252265} } @article{fds252327, Author = {Huettel, SA and McCarthy, G}, Title = {What is odd in the oddball task? Prefrontal cortex is activated by dynamic changes in response strategy.}, Journal = {Neuropsychologia}, Volume = {42}, Number = {3}, Pages = {379-386}, Year = {2004}, Month = {January}, ISSN = {0028-3932}, url = {http://dx.doi.org/10.1016/j.neuropsychologia.2003.07.009}, Keywords = {Adolescent • Adult • Attention* • Brain Mapping* • Discrimination Learning • Evoked Potentials, Visual • Female • Field Dependence-Independence* • Humans • Male • Photic Stimulation • Prefrontal Cortex • Reaction Time • Reference Values • Visual Fields • physiology • physiology*}, Abstract = {In the "oddball" target detection task, subjects respond to target stimuli that occur infrequently and irregularly within a series of standard stimuli. Although detection of these targets reliably evokes transient activity in prefrontal cortical regions, it has not been established whether this activity is due to selection of an infrequent response or to changes in response strategy. We investigated this issue using a novel variant of the oddball task that incorporated the Simon effect, while measuring hemodynamic brain activity in prefrontal cortex using functional magnetic resonance imaging (fMRI). Subjects viewed a series of circles and squares that required left and right button presses, respectively. On 90% of trials ("standard" trials), the stimuli were presented in the same visual hemifield as the hand of response, but on 10% of trials ("strategy-change" trials) they were presented in the opposite visual hemifield. Significant activation to the infrequent strategy-change trials was found in the anterior middle frontal gyrus (MFG), the posterior inferior frontal gyrus (IFG) and adjacent insular cortex, and in the anterior cingulate gyrus (ACG). These regions, which correspond to previous reports of oddball-related activation, were consistent across subjects. Behavioral results supported our interpretation that subjects potentiated a position-based response strategy, which was inhibited on the strategy-change trials. Activity within the MFG and ACG was much greater on error trials than on correct trials, while IFG activity was similar between error and correct trials. We conclude that the dorsolateral prefrontal cortex (dlPFC) is associated with dynamic changes in the mapping of stimuli to responses (e.g. response strategies), independently of any changes in behavior.}, Doi = {10.1016/j.neuropsychologia.2003.07.009}, Key = {fds252327} } @article{fds252329, Author = {Huettel, SA and McKeown, MJ and Song, AW and Hart, S and Spencer, DD and Allison, T and McCarthy, G}, Title = {Linking hemodynamic and electrophysiological measures of brain activity: evidence from functional MRI and intracranial field potentials.}, Journal = {Cerebral Cortex (New York, N.Y. : 1991)}, Volume = {14}, Number = {2}, Pages = {165-173}, Year = {2004}, Month = {February}, ISSN = {1047-3211}, url = {http://www.ncbi.nlm.nih.gov/pubmed/14704213}, Keywords = {Adult • Brain • Electrophysiology • Epilepsy • Evoked Potentials, Visual • Female • Hemodynamic Processes • Humans • Magnetic Resonance Imaging • Male • Photic Stimulation • methods • methods* • physiology* • physiopathology}, Abstract = {We investigated the relation between electrophysiological and hemodynamic measures of brain activity through comparison of intracranially recorded event-related local field potentials (ERPs) and blood-oxygenation level dependent functional magnetic resonance imaging (BOLD fMRI). We manipulated the duration of visual checkerboard stimuli across trials and measured stimulus-duration-related changes in ERP and BOLD activity in three brain regions: peri-calcarine cortex, the fusiform gyrus and lateral temporal-occipital (LTO) cortex. ERPs were recorded from patients who had indwelling subdural electrodes as part of presurgical testing, while BOLD responses were measured in similar brain regions in a second set of subjects. Similar BOLD responses were measured in peri-calcarine and fusiform regions, with both showing monotonic but non-linear increases in hemodynamic amplitude with stimulus duration. In sharp contrast, very different ERP responses were observed in these same regions, such that calcarine electrodes exhibited onset potentials, sustained activity over the course of stimulus duration and prominent offset potentials, while fusiform electrodes only exhibited onset potentials that did not vary with stimulus duration. No duration-related ERP or BOLD changes were observed in LTO. Additional analyses revealed no consistent changes in the EEG spectrum across different brain sites that correlated with duration-related changes in the BOLD response. We conclude that the relation between ERPs and fMRI differs across brain regions.}, Doi = {10.1093/cercor/bhg115}, Key = {fds252329} } @article{fds252330, Author = {Madden, DJ and Whiting, WL and Provenzale, JM and Huettel, SA}, Title = {Age-related changes in neural activity during visual target detection measured by fMRI.}, Journal = {Cerebral Cortex (New York, N.Y. : 1991)}, Volume = {14}, Number = {2}, Pages = {143-155}, Year = {2004}, Month = {February}, ISSN = {1047-3211}, url = {http://www.ncbi.nlm.nih.gov/pubmed/14704211}, Keywords = {Adult • Aged • Aging • Analysis of Variance • Female • Humans • Magnetic Resonance Imaging • Male • Middle Aged • Neurons • Photic Stimulation • Prefrontal Cortex • Reaction Time • Regression Analysis • Visual Perception • methods* • physiology • physiology*}, Abstract = {We used functional magnetic resonance imaging (fMRI) of a visual target detection (oddball) task to investigate age differences in neural activation for the detection of two types of infrequent events: visually simple items requiring a response shift (targets) and visually complex items that did not entail a response shift (novels). Targets activated several prefrontal regions (e.g. middle frontal gyrus), as well as deep gray matter regions (caudate, putamen, thalamus and insula). Prefrontal activation was similar for younger and older adults, whereas deep gray matter activation was relatively greater for the older adults. Novels activated occipital regions (fusiform and lateral occipital gyri), and this activation was relatively reduced for older adults. The changes in behavioral performance across the task conditions were similar for the two age groups, although the older adults' responses were slower overall. Regression analyses of the relation between neural activation and task performance (response time) indicated that whereas performance was mediated most directly by prefrontal cortex for younger adults, older adults' performance was influenced to a greater extent by deep gray matter structures. Older adults may place relatively greater emphasis on the attentional control of response regulation, in compensation for the age-related decline in visual processing efficiency.}, Doi = {10.1093/cercor/bhg113}, Key = {fds252330} } @article{fds252326, Author = {Huettel, SA and Misiurek, J and Jurkowski, AJ and McCarthy, G}, Title = {Dynamic and strategic aspects of executive processing.}, Journal = {Brain Research}, Volume = {1000}, Number = {1-2}, Pages = {78-84}, Year = {2004}, Month = {March}, ISSN = {0006-8993}, url = {http://dx.doi.org/10.1016/j.brainres.2003.11.041}, Keywords = {Adolescent • Adult • Brain • Female • Humans • Linear Models • Magnetic Resonance Imaging • Male • Photic Stimulation • Psychomotor Performance • methods* • physiology*}, Abstract = {Executive cognitive functions have been postulated to include both dynamic behavioral selection and strategic goal-setting or response preparation. To investigate the relation between these aspects of executive processing, we embedded an event-related oddball paradigm within a blocked design. Subjects responded to infrequent targets presented within a series of standard stimuli that required no response; this task alternated with a visually similar nontask condition. Using functional magnetic resonance imaging (fMRI), we found that a set of brain regions including dorsolateral prefrontal cortex (dlPFC), insular cortex, cingular cortex, and the basal ganglia demonstrated transient activation both to target stimuli and to the onset of task blocks. Within the parietal cortex, there was a dissociation such that the supramarginal gyrus exhibited greater activity to the target stimuli than to block onsets, while the converse pattern was observed in the intraparietal sulcus. Sustained positive activity during task blocks was present in the caudate and supplementary motor area, while sustained negative activity was present in the precuneus and medial parietal cortex. We conclude that dlPFC and related brain regions mediate both dynamic and strategic processing, through the preparation and selection of rules for behavior.}, Doi = {10.1016/j.brainres.2003.11.041}, Key = {fds252326} } @article{fds252328, Author = {Madden, DJ and Whiting, WL and Huettel, SA and White, LE and MacFall, JR and Provenzale, JM}, Title = {Diffusion tensor imaging of adult age differences in cerebral white matter: relation to response time.}, Journal = {Neuroimage}, Volume = {21}, Number = {3}, Pages = {1174-1181}, Year = {2004}, Month = {March}, ISSN = {1053-8119}, url = {http://www.ncbi.nlm.nih.gov/pubmed/15006684}, Keywords = {Adult • Aging • Algorithms • Anisotropy • Brain • Diffusion Magnetic Resonance Imaging • Female • Humans • Image Interpretation, Computer-Assisted • Male • Neural Pathways • Prefrontal Cortex • Psychomotor Performance • Reaction Time • anatomy & histology • anatomy & histology* • growth & development* • methods* • physiology • physiology*}, Abstract = {Diffusion tensor imaging (DTI) measures the displacement of water molecules across tissue components, thus providing information regarding the microstructure of cerebral white matter. Fractional anisotropy (FA), the degree to which diffusion is directionally dependent, is typically higher for compact, homogeneous fiber bundles such as the corpus callosum. Previous DTI studies in adults have demonstrated an age-related decline in white matter FA, but whether the relation between FA and behavioral performance varies as a function of age has not been determined. We investigated adult age differences in FA, and age-related changes in the relation between FA and response time (RT), in a visual target-detection task. The results confirmed that, independently of age, FA is higher in the corpus callosum than in other brain regions. We also observed an age-related decline in FA that did not vary significantly across the brain regions. For both age groups, a lower level of integrity of the cerebral white matter (as indexed by FA), in specific brain regions, was associated with slower responses in the visual task. An age-related change in this relation was evident, however, in that the best predictor of RT for younger adults was FA in the splenium of the corpus callosum, whereas for older adults the best predictor was FA in the anterior limb of the internal capsule. This pattern is consistent with measures of the task-related cortical activation obtained from these same individuals and suggests an age-related increase in the attentional control of responses mediated by corticostriatal or corticothalamic circuits.}, Doi = {10.1016/j.neuroimage.2003.11.004}, Key = {fds252328} } @article{fds252340, Author = {Madden, DJ and Whiting, WL and Cabeza, R and Huettel, SA}, Title = {Age-related preservation of top-down attentional guidance during visual search.}, Journal = {Psychology and Aging}, Volume = {19}, Number = {2}, Pages = {304-309}, Year = {2004}, Month = {June}, ISSN = {0882-7974}, url = {http://www.ncbi.nlm.nih.gov/pubmed/15222823}, Keywords = {Adolescent • Adult • Age Factors • Aged • Aged, 80 and over • Aging • Attention* • Cues* • Exploratory Behavior* • Female • Humans • Male • Middle Aged • Questionnaires • Random Allocation • Reaction Time* • Visual Perception* • physiology*}, Abstract = {Younger (19-27 years of age) and older (60-82 years of age) adults performed a letter search task in which a color singleton was either noninformative (baseline condition) or highly informative (guided condition) regarding target location. In the guided condition, both age groups exhibited a substantial decrease in response time (RT) to singleton targets, relative to the baseline condition, as well as an increase in RT to nonsingleton targets. The authors conclude that under conditions that equate the physical structure of individual displays, top-down attentional guidance can be at least as effective for older adults as for younger adults.}, Doi = {10.1037/0882-7974.19.2.304}, Key = {fds252340} } @article{fds252331, Author = {Huettel, SA and Misiurek, J}, Title = {Modulation of prefrontal cortex activity by information toward a decision rule.}, Journal = {Neuroreport}, Volume = {15}, Number = {12}, Pages = {1883-1886}, Year = {2004}, Month = {August}, ISSN = {0959-4965}, url = {http://dx.doi.org/10.1097/00001756-200408260-00009}, Keywords = {Adult • Brain Mapping • Decision Making • Discrimination Learning • Female • Functional Laterality • Humans • Image Processing, Computer-Assisted • Magnetic Resonance Imaging • Male • Mental Processes • Oxygen • Photic Stimulation • Prefrontal Cortex • Reaction Time • blood • blood supply • methods • physiology • physiology*}, Abstract = {We used fMRI to investigate how the information content of a stimulus influences activity in brain systems that support decision making. Subjects learned decision rules that were based upon the color, shape, or fill pattern of a series of stimuli. Each stimulus was classified by its information content, defined formally by the decision rules it excluded. While activity in dorsolateral prefrontal cortex (dlPFC) increased with increasing stimulus information, activity in the striatum did not. In contrast, within both the striatum and dlPFC, stimuli consistent with the rule evoked greater activity than stimuli inconsistent with the rule. This dissociation indicates that dlPFC supports modification of sets of stimulus-response contingencies while the striatum supports stimulus-specific learning.}, Doi = {10.1097/00001756-200408260-00009}, Key = {fds252331} } @article{fds252332, Author = {Huettel, SA and Obembe, OO and Song, AW and Woldorff, MG}, Title = {The BOLD fMRI refractory effect is specific to stimulus attributes: evidence from a visual motion paradigm.}, Journal = {Neuroimage}, Volume = {23}, Number = {1}, Pages = {402-408}, Year = {2004}, Month = {September}, ISSN = {1053-8119}, url = {http://www.ncbi.nlm.nih.gov/pubmed/15325388}, Keywords = {Adult • Female • Humans • Magnetic Resonance Imaging* • Male • Motion Perception • Occipital Lobe • Orientation • Oxygen • Pattern Recognition, Visual • Reference Values • Refractory Period, Electrophysiological • Regional Blood Flow • Temporal Lobe • blood supply • blood* • physiology • physiology*}, Abstract = {Functional magnetic resonance imaging (fMRI) studies have demonstrated that the blood oxygenation level-dependent (BOLD) hemodynamic response (HDR) to a stimulus is reduced by the previous presentation of a similar stimulus. We investigated the dependence of this refractory effect upon stimulus characteristics using a novel adaptation paradigm while scanning subjects using fMRI at 4 T. The stimuli were composed of horizontal stripes that scrolled up, scrolled down, or remained static, randomly presented for 1-s duration with stimulus-onset asynchronies (SOAs) of 2-7 s. We identified regions of interest (ROI) in lateral temporal--occipital cortex that were activated by motion stimuli, regardless of direction or SOA. We found strong evidence for direction specificity in motion-sensitive lateral temporal-occipital (LTO) cortex. For stimuli whose direction of motion reprised that of the previous stimulus (e.g., up preceded by up), the fMRI response was attenuated at short SOAs (2-4 s) compared to long SOAs (5-7 s). However, for stimuli whose direction of motion was opposite that of the previous stimulus (e.g., up preceded by down), little or no refractory effect was observed. Additionally, examination of activity in pericalcarine cortex indicated a similar pattern. We conclude that the fMRI refractory effect predominantly reflects local stimulus-specific neuronal or neurovascular adaptation and is unlikely to be a nonspecific response of large vessels that support broad functional regions.}, Doi = {10.1016/j.neuroimage.2004.04.031}, Key = {fds252332} } @article{fds252252, Author = {Huettel, S and Stowe, C and Platt, M and Gordon, E and Warner, B}, Title = {Choices between gambles: Effects of certainty, risk, and ambiguity upon brain systems for decision making and reward evaluation}, Journal = {Journal of Cognitive Neuroscience}, Pages = {221-221}, Publisher = {M I T PRESS}, Year = {2005}, Month = {January}, ISSN = {0898-929X}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000227878701340&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=47d3190e77e5a3a53558812f597b0b92}, Key = {fds252252} } @article{fds252255, Author = {Madden, D and Spaniol, J and Whiting, W and Bucur, B and Provenzale, J and Cabeza, R and Huettel, S}, Title = {Adult age differences and similarities in the functional neuroanatomy of visual attention: Evidence from FMRI}, Journal = {Journal of Cognitive Neuroscience}, Pages = {154-154}, Publisher = {M I T PRESS}, Year = {2005}, Month = {January}, ISSN = {0898-929X}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000227878701039&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=47d3190e77e5a3a53558812f597b0b92}, Key = {fds252255} } @article{fds330182, Author = {Bucur, B and Madden, DJ and Spaniol, J and Provenzale, JM and White, LE and Cabeza, R and Huettel, SA}, Title = {Age-related decreases in cerebral white matter integrity: Implications for episodic and semantic retrieval processes}, Journal = {Journal of Cognitive Neuroscience}, Pages = {234-234}, Publisher = {M I T PRESS}, Year = {2005}, Month = {January}, Key = {fds330182} } @article{fds252324, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Decisions under uncertainty: probabilistic context influences activation of prefrontal and parietal cortices.}, Journal = {Journal of Neuroscience}, Volume = {25}, Number = {13}, Pages = {3304-3311}, Year = {2005}, Month = {March}, ISSN = {1529-2401}, url = {http://www.ncbi.nlm.nih.gov/pubmed/15800185}, Keywords = {Adult • Brain Mapping • Decision Making • Female • Humans • Image Processing, Computer-Assisted • Magnetic Resonance Imaging • Male • Oxygen • Parietal Lobe • Pattern Recognition, Visual • Photic Stimulation • Prefrontal Cortex • Probability* • Reaction Time • Time Factors • blood • blood supply • methods • physiology • physiology*}, Abstract = {Many decisions are made under uncertainty; that is, with limited information about their potential consequences. Previous neuroimaging studies of decision making have implicated regions of the medial frontal lobe in processes related to the resolution of uncertainty. However, a different set of regions in dorsal prefrontal and posterior parietal cortices has been reported to be critical for selection of actions to unexpected or unpredicted stimuli within a sequence. In the current study, we induced uncertainty using a novel task that required subjects to base their decisions on a binary sequence of eight stimuli so that uncertainty changed dynamically over time (from 20 to 50%), depending on which stimuli were presented. Activation within prefrontal, parietal, and insular cortices increased with increasing uncertainty. In contrast, within medial frontal regions, as well as motor and visual cortices, activation did not increase with increasing uncertainty. We conclude that the brain response to uncertainty depends on the demands of the experimental task. When uncertainty depends on learned associations between stimuli and responses, as in previous studies, it modulates activation in the medial frontal lobes. However, when uncertainty develops over short time scales as information is accumulated toward a decision, dorsal prefrontal and posterior parietal contributions are critical for its resolution. The distinction between neural mechanisms subserving different forms of uncertainty resolution provides an important constraint for neuroeconomic models of decision making.}, Doi = {10.1523/JNEUROSCI.5070-04.2005}, Key = {fds252324} } @article{fds252339, Author = {McClernon, FJ and Hiott, FB and Huettel, SA and Rose, JE}, Title = {Abstinence-induced changes in self-report craving correlate with event-related FMRI responses to smoking cues.}, Journal = {Neuropsychopharmacology}, Volume = {30}, Number = {10}, Pages = {1940-1947}, Year = {2005}, Month = {October}, ISSN = {0893-133X}, url = {http://www.ncbi.nlm.nih.gov/pubmed/15920499}, Keywords = {Adult • Analysis of Variance • Behavior, Addictive* • Brain Mapping • Cues* • Functional Laterality • Gyrus Cinguli • Humans • Magnetic Resonance Imaging • Oxygen • Photic Stimulation • Questionnaires • Smoking • Smoking Cessation* • blood • blood supply* • methods • physiopathology • physiopathology* • psychology}, Abstract = {Drug cues have been shown to activate brain regions involved in attention, motivation, and reward in addicted users. However, as studies have typically measured responses in only one state (ie drug abstinence), it is unclear whether observed activations represent amplification by abstinence or stable responses. Thus, the present study was designed to evaluate the stability of event-related responses to visual drug cues in dependent smokers (n=13) using event-related functional magnetic resonance imaging measures. Imaging was conducted following smoking as usual and following overnight abstinence, and self-reported craving measures were obtained before, during, and after scanning. Analysis of hemodynamic response (HDR) amplitudes in each of 13 regions of interest revealed larger responses to smoking compared to control cues in ventral anterior cingulate gyrus (vACG) and superior frontal gyrus. Responses to smoking cues in these and all other regions revealed no effects of abstinence/satiety, thus supporting the notion that cue-elicited brain responses are relatively stable. However, while the abstinence manipulation did not alter group-level responses to smoking cues, at the individual level, abstinence-induced changes in craving (abstinence minus satiety) were positively correlated with changes in HDR amplitude to smoking cues in frontal regions including left inferior frontal gyrus, left vACG, and bilateral middle frontal gyrus. These results suggest that brain responses to smoking cues, while relatively stable at the group level following short-term abstinence, may be modulated by individual differences in craving in response to abstinence-particularly in regions subserving attention and motivation.}, Doi = {10.1038/sj.npp.1300780}, Key = {fds252339} } @article{fds252322, Author = {Huettel, SA and Stowe, CJ and Gordon, EM and Warner, BT and Platt, ML}, Title = {Neural signatures of economic preferences for risk and ambiguity.}, Journal = {Neuron}, Volume = {49}, Number = {5}, Pages = {765-775}, Year = {2006}, Month = {March}, ISSN = {0896-6273}, url = {http://www.ncbi.nlm.nih.gov/pubmed/16504951}, Keywords = {Adolescent • Adult • Brain • Brain Mapping* • Decision Theory • Female • Humans • Image Processing, Computer-Assisted • Magnetic Resonance Imaging • Male • Mental Processes • Oxygen • Photic Stimulation • Reaction Time • Reward* • Risk-Taking* • Statistics • Uncertainty* • Visual Perception • blood • blood supply • methods • physiology • physiology*}, Abstract = {People often prefer the known over the unknown, sometimes sacrificing potential rewards for the sake of surety. Overcoming impulsive preferences for certainty in order to exploit uncertain but potentially lucrative options may require specialized neural mechanisms. Here, we demonstrate by functional magnetic resonance imaging (fMRI) that individuals' preferences for risk (uncertainty with known probabilities) and ambiguity (uncertainty with unknown probabilities) predict brain activation associated with decision making. Activation within the lateral prefrontal cortex was predicted by ambiguity preference and was also negatively correlated with an independent clinical measure of behavioral impulsiveness, suggesting that this region implements contextual analysis and inhibits impulsive responses. In contrast, activation of the posterior parietal cortex was predicted by risk preference. Together, this novel double dissociation indicates that decision making under ambiguity does not represent a special, more complex case of risky decision making; instead, these two forms of uncertainty are supported by distinct mechanisms.}, Doi = {10.1016/j.neuron.2006.01.024}, Key = {fds252322} } @article{fds252323, Author = {Huettel, SA}, Title = {Behavioral, but not reward, risk modulates activation of prefrontal, parietal, and insular cortices.}, Journal = {Cognitive, Affective & Behavioral Neuroscience}, Volume = {6}, Number = {2}, Pages = {141-151}, Year = {2006}, Month = {June}, ISSN = {1530-7026}, url = {http://dx.doi.org/10.3758/cabn.6.2.141}, Keywords = {Adolescent • Adult • Cerebral Cortex • Cues • Decision Making • Female • Functional Laterality • Humans • Magnetic Resonance Imaging* • Male • Nucleus Accumbens • Parietal Lobe • Prefrontal Cortex • Reward* • physiology • physiology*}, Abstract = {Risky decisions may involve uncertainty about possible outcomes (i.e., reward risk) or uncertainty about which action should be taken (i.e., behavioral risk). Determining whether different forms of risk have distinct neural correlates is a central goal of neuroeconomic research. In two functional magnetic resonance imaging experiments, subjects viewed shapes that had well-learned response-reward contingencies. Magnitude of a monetary reward was held constant within one experiment, whereas expected value was held constant within the other. Response selection, in the absence of behavioral risk, evoked activation within a broad set of brain regions, as had been found in prior studies. However, behavioral risk additionally modulated activation in prefrontal, parietal, and insular regions,within which no effect of reward risk was observed. Reward delivery, in comparison with omission, evoked increased activity in the ventromedial prefrontal cortex and the nucleus accumbens. We conclude that distinct brain systems are recruited for the resolution of different forms of risk.}, Doi = {10.3758/cabn.6.2.141}, Key = {fds252323} } @article{fds252316, Author = {Marks, BL and Madden, DJ and Bucur, B and Provenzale, JM and White, LE and Cabeza, R and Huettel, SA}, Title = {Role of aerobic fitness and aging on cerebral white matter integrity.}, Journal = {Annals of the New York Academy of Sciences}, Volume = {1097}, Pages = {171-174}, Year = {2007}, Month = {February}, ISSN = {0077-8923}, url = {http://www.ncbi.nlm.nih.gov/pubmed/17413020}, Keywords = {Adult • Aerobiosis • Aged • Aging • Anaerobic Threshold • Anisotropy • Body Mass Index • Brain • Diffusion Magnetic Resonance Imaging • Female • Humans • Male • Motor Activity • Oxygen Consumption • Physical Fitness • Sex Characteristics • growth & development* • physiology • physiology*}, Abstract = {Neuroimaging research suggests that cerebral white matter (WM) integrity, as reflected in fractional anisotropy (FA) via diffusion tensor imaging (DTI), is decreased in older adults, especially in the prefrontal regions of the brain. Behavioral investigations of cognitive functioning suggest that some aspects of cognition may be better preserved in older adults who possess higher levels of aerobic fitness. There are only a few studies, however, investigating potential mechanisms for the improvements in aerobic fitness. Our study suggests that greater aerobic fitness may be related to greater WM integrity in select brain regions.}, Doi = {10.1196/annals.1379.022}, Key = {fds252316} } @article{fds252325, Author = {Tankersley, D and Stowe, CJ and Huettel, SA}, Title = {Altruism is associated with an increased neural response to agency.}, Journal = {Nature Neuroscience}, Volume = {10}, Number = {2}, Pages = {150-151}, Year = {2007}, Month = {February}, ISSN = {1097-6256}, url = {http://dx.doi.org/10.1038/nn1833}, Keywords = {Altruism* • Brain • Brain Mapping • Cognition • Empathy* • Functional Laterality • Humans • Magnetic Resonance Imaging • Neuropsychological Tests • Personality • Social Behavior* • Temporal Lobe • User-Computer Interface • anatomy & histology • anatomy & histology* • physiology • physiology*}, Abstract = {Although the neural mechanisms underlying altruism remain unknown, empathy and its component abilities, such as the perception of the actions and intentions of others, have been proposed as key contributors. Tasks requiring the perception of agency activate the posterior superior temporal cortex (pSTC), particularly in the right hemisphere. Here, we demonstrate that differential activation of the human pSTC during action perception versus action performance predicts self-reported altruism.}, Doi = {10.1038/nn1833}, Key = {fds252325} } @article{fds252341, Author = {Madden, DJ and Spaniol, J and Whiting, WL and Bucur, B and Provenzale, JM and Cabeza, R and White, LE and Huettel, SA}, Title = {Adult age differences in the functional neuroanatomy of visual attention: a combined fMRI and DTI study.}, Journal = {Neurobiol Aging}, Volume = {28}, Number = {3}, Pages = {459-476}, Year = {2007}, Month = {March}, ISSN = {1558-1497}, url = {http://www.ncbi.nlm.nih.gov/pubmed/16500004}, Keywords = {Adult • Aging • Anisotropy • Attention • Brain Mapping • Choice Behavior • Diffusion Magnetic Resonance Imaging* • Female • Humans • Image Processing, Computer-Assisted • Magnetic Resonance Imaging* • Male • Multivariate Analysis • Oxygen • Photic Stimulation • Reaction Time • Statistics • Visual Cortex* • Visual Perception • anatomy & histology • blood • blood supply • metabolism • methods • physiology • physiology*}, Abstract = {We combined measures from event-related functional magnetic resonance imaging (fMRI), diffusion tensor imaging (DTI), and cognitive performance (visual search response time) to test the hypotheses that differences between younger and older adults in top-down (goal-directed) attention would be related to cortical activation, and that white matter integrity as measured by DTI (fractional anisotropy, FA) would be a mediator of this age-related effect. Activation in frontal and parietal cortical regions was overall greater for older adults than for younger adults. The relation between activation and search performance supported the hypothesis of age differences in top-down attention. When the task involved top-down control (increased target predictability), performance was associated with frontoparietal activation for older adults, but with occipital (fusiform) activation for younger adults. White matter integrity (FA) exhibited an age-related decline that was more pronounced for anterior brain regions than for posterior regions, but white matter integrity did not specifically mediate the age-related increase in activation of the frontoparietal attentional network.}, Doi = {10.1016/j.neurobiolaging.2006.01.005}, Key = {fds252341} } @article{fds252318, Author = {Venkatraman, V and Chuah, YML and Huettel, SA and Chee, MWL}, Title = {Sleep deprivation elevates expectation of gains and attenuates response to losses following risky decisions.}, Journal = {Sleep}, Volume = {30}, Number = {5}, Pages = {603-609}, Year = {2007}, Month = {May}, ISSN = {0161-8105}, url = {http://www.ncbi.nlm.nih.gov/pubmed/17552375}, Keywords = {Adult • Affect* • Brain Mapping • Cerebral Cortex • Choice Behavior • Decision Making* • Dominance, Cerebral • Female • Frontal Lobe • Gambling • Humans • Magnetic Resonance Imaging • Male • Nucleus Accumbens • Reaction Time • Reward* • Set (Psychology)* • Sleep Deprivation • physiology • physiopathology • psychology*}, Abstract = {<h4>Study objectives</h4>Using a gambling task, we investigated how 24 hours of sleep deprivation modulates the neural response to the making of risky decisions with potentially loss-bearing outcomes.<h4>Design</h4>Two experiments involving sleep-deprived subjects were performed. In the first, neural responses to decision making and reward outcome were evaluated. A second control experiment evaluated responses to reward outcome only.<h4>Participants</h4>Healthy right-handed adults participated in these experiments (26 [mean age 21.3 years] in Experiment 1 and 13 [mean age 21.7 years] in Experiment 2.)<h4>Measurements and results</h4>Following sleep deprivation, choices involving higher relative risk elicited greater activation in the right nucleus accumbens, signifying an elevated expectation of the higher reward once the riskier choice was made. Concurrently, activation for losses in the insular and orbitofrontal cortices was reduced, denoting a diminished response to losses. This latter finding of reduced insular activation to losses was also true when volunteers were merely shown the results of the computer's decision, that is, without having to make their own choice.<h4>Conclusions</h4>These results suggest that sleep deprivation poses a dual threat to competent decision making by modulating activation in nucleus accumbens and insula, brain regions associated with risky decision making and emotional processing.}, Doi = {10.1093/sleep/30.5.603}, Key = {fds252318} } @article{fds252270, Author = {Wang, L and Huettel, S and De Bellis, MD}, Title = {Neural substrates for processing task-irrelevant sad images in adolescents.}, Journal = {Dev Sci}, Volume = {11}, Number = {1}, Pages = {23-32}, Year = {2008}, Month = {January}, url = {http://www.ncbi.nlm.nih.gov/pubmed/18171363}, Abstract = {Neural systems related to cognitive and emotional processing were examined in adolescents using event-related functional magnetic resonance imaging (fMRI). Ten healthy adolescents performed an emotional oddball task. Subjects detected infrequent circles (targets) within a continual stream of phase-scrambled images (standards). Sad and neutral images were intermittently presented as task-irrelevant distracters (novels). As previously shown for adults, when the adolescents responded to the task-relevant targets, activation increased in the dorsal attention-executive system including the anterior middle frontal gyrus (aMFG), dorsal anterior cingulate (ACG), posterior cingulate (PCG), insula, and supramarginal gyrus (SMG). Unlike adults, however, the adolescents exhibited strong activation to the emotional distracter images not only in the ventromedial prefrontal cortex (VmPFC), but also in the posterior middle frontal gyrus (pMFG) and in the parietal cortex. Those subjects who had stronger VmPFC activation to emotional distraction also had reduced activation in the aMFG during target detection, suggesting that emotional information may interfere with executive processing in these adolescents. In contrast, pMFG and PCG activation to emotional distracters was positively correlated with aMFG activation to targets, indicating a different role of these regions from the VmPFC. The pattern of activation to task-irrelevant emotional distraction suggests a possible immaturity of brain function in cognitive control over emotional distraction in adolescents.}, Doi = {10.1111/j.1467-7687.2007.00661.x}, Key = {fds252270} } @article{fds252296, Author = {Dubé, L and Bechara, A and Böckenholt, U and Ansari, A and Dagher, A and Daniel, M and Desarbo, WS and Fellows, LK and Hammond, RA and Huang, TTK and Huettel, S and Kestens, Y and Knäuper, B and Kooreman, P and Moore, DS and Smidts, A}, Title = {Towards a brain-to-society systems model of individual choice}, Journal = {Marketing Letters}, Volume = {19}, Number = {3-4}, Pages = {323-336}, Publisher = {Springer Nature}, Year = {2008}, Month = {January}, ISSN = {0923-0645}, url = {http://dx.doi.org/10.1007/s11002-008-9057-y}, Abstract = {Canonical models of rational choice fail to account for many forms of motivated adaptive behaviors, specifically in domains such as food selections. To describe behavior in such emotion- and reward-laden scenarios, researchers have proposed dual-process models that posit competition between a slower, analytic faculty and a fast, impulsive, emotional faculty. In this paper, we examine the assumptions and limitations of these approaches to modeling motivated choice. We argue that models of this form, though intuitively attractive, are biologically implausible. We describe an approach to motivated choice based on sequential sampling process models that can form a solid theoretical bridge between what is known about brain function and environmental influences upon choice. We further suggest that the complex and dynamic relationships between biology, behavior, and environment affecting choice at the individual level must inform aggregate models of consumer choice. Models using agent-based complex systems may further provide a principled way to relate individual and aggregate consumer choices to the aggregate choices made by businesses and social institutions. We coin the term "brain-to-society systems" choice model for this broad integrative approach. © 2008 Springer Science+Business Media, LLC.}, Doi = {10.1007/s11002-008-9057-y}, Key = {fds252296} } @article{fds330181, Author = {Yaxley, RH and Van Voorhees and EE and Huettel, SA and De Bellis, MD}, Title = {Brain activation during decisions involving behavioral risk: Adolescents v. adults}, Journal = {Biological Psychiatry}, Volume = {63}, Number = {7}, Pages = {79S-79S}, Publisher = {ELSEVIER SCIENCE INC}, Year = {2008}, Month = {April}, Key = {fds330181} } @article{fds252320, Author = {Platt, ML and Huettel, SA}, Title = {Risky business: the neuroeconomics of decision making under uncertainty.}, Journal = {Nature Neuroscience}, Volume = {11}, Number = {4}, Pages = {398-403}, Year = {2008}, Month = {April}, ISSN = {1097-6256}, url = {http://www.ncbi.nlm.nih.gov/pubmed/18368046}, Keywords = {Animals • Brain • Choice Behavior* • Decision Making* • Female • Humans • Male • Probability Learning • Reinforcement (Psychology) • Risk-Taking* • Sex Factors • Uncertainty* • physiology*}, Abstract = {Many decisions involve uncertainty, or imperfect knowledge about how choices lead to outcomes. Colloquial notions of uncertainty, particularly when describing a decision as 'risky', often carry connotations of potential danger as well. Gambling on a long shot, whether a horse at the racetrack or a foreign oil company in a hedge fund, can have negative consequences, but the impact of uncertainty on decision making extends beyond gambling. Indeed, uncertainty in some form pervades nearly all our choices in daily life. Stepping into traffic to hail a cab, braving an ice storm to be the first at work, or dating the boss's son or daughter also offer potentially great windfalls, at the expense of surety. We continually face trade-offs between options that promise safety and others that offer an uncertain potential for jackpot or bust. When mechanisms for dealing with uncertain outcomes fail, as in mental disorders such as problem gambling or addiction, the results can be disastrous. Thus, understanding decision making-indeed, understanding behavior itself-requires knowing how the brain responds to and uses information about uncertainty.}, Doi = {10.1038/nn2062}, Key = {fds252320} } @article{fds252314, Author = {Dennis, NA and Hayes, SM and Prince, SE and Madden, DJ and Huettel, SA and Cabeza, R}, Title = {Effects of aging on the neural correlates of successful item and source memory encoding.}, Journal = {Journal of Experimental Psychology. Learning, Memory, and Cognition}, Volume = {34}, Number = {4}, Pages = {791-808}, Year = {2008}, Month = {July}, ISSN = {0278-7393}, url = {http://www.ncbi.nlm.nih.gov/pubmed/18605869}, Abstract = {To investigate the neural basis of age-related source memory (SM) deficits, young and older adults were scanned with fMRI while encoding faces, scenes, and face-scene pairs. Successful encoding activity was identified by comparing encoding activity for subsequently remembered versus forgotten items or pairs. Age deficits in successful encoding activity in hippocampal and prefrontal regions were more pronounced for SM (pairs) as compared with item memory (faces and scenes). Age-related reductions were also found in regions specialized in processing faces (fusiform face area) and scenes (parahippocampal place area), but these reductions were similar for item and SM. Functional connectivity between the hippocampus and the rest of the brain was also affected by aging; whereas connections with posterior cortices were weaker in older adults, connections with anterior cortices, including prefrontal regions, were stronger in older adults. Taken together, the results provide a link between SM deficits in older adults and reduced recruitment of hippocampal and prefrontal regions during encoding. The functional connectivity findings are consistent with a posterior-anterior shift with aging previously reported in several cognitive domains and linked to functional compensation.}, Doi = {10.1037/0278-7393.34.4.791}, Key = {fds252314} } @article{fds252321, Author = {Bucur, B and Madden, DJ and Spaniol, J and Provenzale, JM and Cabeza, R and White, LE and Huettel, SA}, Title = {Age-related slowing of memory retrieval: contributions of perceptual speed and cerebral white matter integrity.}, Journal = {Neurobiol Aging}, Volume = {29}, Number = {7}, Pages = {1070-1079}, Year = {2008}, Month = {July}, url = {http://www.ncbi.nlm.nih.gov/pubmed/17383774}, Abstract = {Previous research suggests that, in reaction time (RT) measures of episodic memory retrieval, the unique effects of adult age are relatively small compared to the effects aging shares with more elementary abilities such as perceptual speed. Little is known, however, regarding the mechanisms of perceptual speed. We used diffusion tensor imaging (DTI) to test the hypothesis that white matter integrity, as indexed by fractional anisotropy (FA), serves as one mechanism of perceptual slowing in episodic memory retrieval. Results indicated that declines in FA in the pericallosal frontal region and in the genu of the corpus callosum, but not in other regions, mediated the relationship between perceptual speed and episodic retrieval RT. This relation held, though to a different degree, for both hits and correct rejections. These findings suggest that white matter integrity in prefrontal regions is one mechanism underlying the relation between individual differences in perceptual speed and episodic retrieval.}, Doi = {10.1016/j.neurobiolaging.2007.02.008}, Key = {fds252321} } @article{fds252317, Author = {Weber, BJ and Huettel, SA}, Title = {The neural substrates of probabilistic and intertemporal decision making.}, Journal = {Brain Research}, Volume = {1234}, Pages = {104-115}, Year = {2008}, Month = {October}, ISSN = {0006-8993}, url = {http://dx.doi.org/10.1016/j.brainres.2008.07.105}, Abstract = {Many important decisions involve outcomes that are either probabilistic or delayed. Based on similarities in decision preferences, models of decision making have postulated that the same psychological processes may underlie decisions involving probabilities (i.e., risky choice) and decisions involving delay (i.e., intertemporal choice). Equivocal behavioral evidence has made this hypothesis difficult to evaluate. However, a combination of functional neuroimaging and behavioral data may allow identification of differences between these forms of decision making. Here, we used functional magnetic resonance imaging (fMRI) to examine brain activation in subjects making a series of choices between pairs of real monetary rewards that differed either in their relative risk or their relative delay. While both sorts of choices evoked activation in brain systems previously implicated in executive control, we observed clear distinctions between these forms of decision making. Notably, choices involving risk evoked greater activation in posterior parietal and lateral prefrontal cortices, whereas choices involving delay evoked greater activation in the posterior cingulate cortex and the striatum. Moreover, activation of regions associated with reward evaluation predicted choices of a more-risky option, whereas activation of control regions predicted choices of more-delayed or less-risky options. These results indicate that there are differences in the patterns of brain activation evoked by risky and intertemporal choices, suggesting that the two domains utilize at least partially distinct sets of cognitive processes.}, Doi = {10.1016/j.brainres.2008.07.105}, Key = {fds252317} } @article{fds252312, Author = {Clithero, JA and Tankersley, D and Huettel, SA}, Title = {Foundations of neuroeconomics: from philosophy to practice.}, Journal = {Plos Biology}, Volume = {6}, Number = {11}, Pages = {e298}, Year = {2008}, Month = {November}, ISSN = {1545-7885}, url = {http://dx.doi.org/10.1371/journal.pbio.0060298}, Doi = {10.1371/journal.pbio.0060298}, Key = {fds252312} } @article{fds252315, Author = {Goyer, JP and Woldorff, MG and Huettel, SA}, Title = {Rapid electrophysiological brain responses are influenced by both valence and magnitude of monetary rewards.}, Journal = {Journal of Cognitive Neuroscience}, Volume = {20}, Number = {11}, Pages = {2058-2069}, Year = {2008}, Month = {November}, ISSN = {0898-929X}, url = {http://www.ncbi.nlm.nih.gov/pubmed/18416673}, Abstract = {Abstract Negative outcomes, as identified from external feedback, cause a short-latency negative deflection in the event-related potential (ERP) waveform over medial frontal electrode sites. This brain response, which has been called an "error related negativity" (ERN) or "medial frontal negativity" (MFN), may reflect a coarse evaluation of performance outcomes, such as the valence of a reward within a monetary gambling task. Yet, for feedback to lead to the adaptive control of behavior, other information concerning reward outcomes besides experienced valence may also be important. Here, we used a gambling task in which subjects chose between two options that could vary in both outcome valence (gain or loss) and outcome magnitude (larger or smaller). We measured changes in brain ERP responses associated with the presentation of the outcomes. We found, as shown in prior studies, that valence of the chosen outcome has an early effect upon frontal ERPs, with maximal difference observed at approximately 250 msec. However, our results demonstrated that the early ERP responses to outcome feedback were driven not just by valence but by the combination of valence and magnitude for both chosen and unchosen options. Beginning even earlier, at around 150 msec, responses to high-consequence outcomes resulted in a greater, more centrally distributed, positive potential than those involving low-consequence outcomes, independent of valence. Furthermore, the amplitude of these early effects was significantly modulated by the sequence of outcomes in previous trials. These results indicate that early evaluation of feedback goes beyond simple identification of valence-it involves the consideration of multiple factors, including outcome magnitude, context of unchosen options, and prior history.}, Doi = {10.1162/jocn.2008.20134}, Key = {fds252315} } @article{fds252308, Author = {Mullette Gillman and O and Huettel, SA}, Title = {Neural substrates of contingency learning and executive control: dissociating physical, valuative, and behavioral changes}, Journal = {Frontiers in Human Neuroscience}, Volume = {3}, Pages = {23}, Year = {2009}, url = {http://dx.doi.org/10.3389/neuro.09.023.2009}, Abstract = {Contingency learning is fundamental to cognition. Knowledge about environmental contingencies allows behavioral flexibility, as executive control processes accommodate the demands of novel or changing environments. Studies of experiential learning have focused on the relationship between actions and the values of associated outcomes. However, outcome values have often been confounded with the physical changes in the outcomes themselves. Here, we dissociated contingency learning into valuative and non-valuative forms, using a novel version of the two-alternative choice task, while measuring the neural effects of contingency changes using functional magnetic resonance imaging (fMRI). Changes in value-relevant contingencies evoked activation in the lateral prefrontal cortex (LPFC), posterior parietal cortex (PPC), and dorsomedial prefrontal cortex (DMPFC) consistent with prior results (e.g., reversal-learning paradigms). Changes in physical contingencies unrelated to value or to action produced similar activations within the LPFC, indicating that LPFC may engage in generalized contingency learning that is not specific to valuation. In contrast, contingency changes that required behavioral shifts evoked activation localized to the DMPFC, supplementary motor, and precentral cortices, suggesting that these regions play more specific roles within the executive control of behavior.}, Doi = {10.3389/neuro.09.023.2009}, Key = {fds252308} } @article{fds252310, Author = {Carter, RM and Macinnes, JJ and Huettel, SA and Adcock, RA}, Title = {Activation in the VTA and nucleus accumbens increases in anticipation of both gains and losses.}, Journal = {Frontiers in Behavioral Neuroscience}, Volume = {3}, Pages = {21}, Year = {2009}, url = {http://www.ncbi.nlm.nih.gov/pubmed/19753142}, Abstract = {To represent value for learning and decision making, the brain must encode information about both the motivational relevance and affective valence of anticipated outcomes. The nucleus accumbens (NAcc) and ventral tegmental area (VTA) are thought to play key roles in representing these and other aspects of valuation. Here, we manipulated the valence (i.e., monetary gain or loss) and personal relevance (i.e., self-directed or charity-directed) of anticipated outcomes within a variant of the monetary incentive delay task. We scanned young-adult participants using functional magnetic resonance imaging (fMRI), utilizing imaging parameters targeted for the NAcc and VTA. For both self-directed and charity-directed trials, activation in the NAcc and VTA increased to anticipated gains, as predicted by prior work, but also increased to anticipated losses. Moreover, the magnitude of responses in both regions was positively correlated for gains and losses, across participants, while an independent reward-sensitivity covariate predicted the relative difference between and gain- and loss-related activation on self-directed trials. These results are inconsistent with the interpretation that these regions reflect anticipation of only positive-valence events. Instead, they indicate that anticipatory activation in reward-related regions largely reflects the motivational relevance of an upcoming event.}, Doi = {10.3389/neuro.08.021.2009}, Key = {fds252310} } @article{fds252241, Author = {Huettel, SA}, Title = {fMRI: BOLD Contrast}, Pages = {273-281}, Publisher = {Elsevier}, Year = {2009}, Month = {January}, url = {http://dx.doi.org/10.1016/B978-008045046-9.00318-1}, Abstract = {An influential technique for the study of the human brain has been functional magnetic resonance imaging (fMRI). The most common form of fMRI uses standard clinical magnetic resonance imaging scanners to create images based on blood oxygenation level-dependent (BOLD) contrast. Compared to other human neuroimaging techniques, BOLD fMRI has good spatial resolution but only fair temporal resolution. Nevertheless, because it is noninvasive and well matched to many experimental paradigms, it has become the dominant technique in cognitive neuroscience. This article describes the physical and physiological principles underlying fMRI, along with the key concepts of designing and analyzing fMRI experiments. © 2009 Elsevier Ltd All rights reserved.}, Doi = {10.1016/B978-008045046-9.00318-1}, Key = {fds252241} } @article{fds252306, Author = {Huettel, SA and Payne, JW}, Title = {Integrating neural and decision sciences: Convergence and constraints}, Journal = {Journal of Marketing Research}, Volume = {46}, Number = {1}, Pages = {14-17}, Publisher = {SAGE Publications}, Year = {2009}, Month = {January}, ISSN = {0022-2437}, url = {http://dx.doi.org/10.1509/jmkr.46.1.14}, Doi = {10.1509/jmkr.46.1.14}, Key = {fds252306} } @article{fds252313, Author = {Madden, DJ and Spaniol, J and Costello, MC and Bucur, B and White, LE and Cabeza, R and Davis, SW and Dennis, NA and Provenzale, JM and Huettel, SA}, Title = {Cerebral white matter integrity mediates adult age differences in cognitive performance.}, Journal = {Journal of Cognitive Neuroscience}, Volume = {21}, Number = {2}, Pages = {289-302}, Year = {2009}, Month = {February}, ISSN = {0898-929X}, url = {http://www.ncbi.nlm.nih.gov/pubmed/18564054}, Abstract = {Previous research has established that age-related decline occurs in measures of cerebral white matter integrity, but the role of this decline in age-related cognitive changes is not clear. To conclude that white matter integrity has a mediating (causal) contribution, it is necessary to demonstrate that statistical control of the white matter-cognition relation reduces the magnitude of age-cognition relation. In this research, we tested the mediating role of white matter integrity, in the context of a task-switching paradigm involving word categorization. Participants were 20 healthy, community-dwelling older adults (60-85 years), and 20 younger adults (18-27 years). From diffusion tensor imaging tractography, we obtained fractional anisotropy (FA) as an index of white matter integrity in the genu and splenium of the corpus callosum and the superior longitudinal fasciculus (SLF). Mean FA values exhibited age-related decline consistent with a decrease in white matter integrity. From a model of reaction time distributions, we obtained independent estimates of the decisional and nondecisional (perceptual-motor) components of task performance. Age-related decline was evident in both components. Critically, age differences in task performance were mediated by FA in two regions: the central portion of the genu, and splenium-parietal fibers in the right hemisphere. This relation held only for the decisional component and was not evident in the nondecisional component. This result is the first demonstration that the integrity of specific white matter tracts is a mediator of age-related changes in cognitive performance.}, Doi = {10.1162/jocn.2009.21047}, Key = {fds252313} } @article{fds252268, Author = {Dubé, L and Bechara, A and Böckenholt, U and Ansari, A and Dagher, A and Daniel, M and DeSarbo, W and Fellows, L and Hammond, R and Huang, T and Huettel, S and Kestens, Y and Knäuper, B and Kooreman, P and Moore, D and Smidts, A}, Title = {Towards a brain-to-society systems model of individual choice}, Journal = {Marketing Letters}, Volume = {20}, Number = {1}, Pages = {105-106}, Publisher = {Springer Nature}, Year = {2009}, Month = {March}, ISSN = {0923-0645}, url = {http://dx.doi.org/10.1007/s11002-008-9067-9}, Doi = {10.1007/s11002-008-9067-9}, Key = {fds252268} } @article{fds252309, Author = {Venkatraman, V and Payne, JW and Bettman, JR and Luce, MF and Huettel, SA}, Title = {Separate neural mechanisms underlie choices and strategic preferences in risky decision making.}, Journal = {Neuron}, Volume = {62}, Number = {4}, Pages = {593-602}, Year = {2009}, Month = {May}, url = {http://www.ncbi.nlm.nih.gov/pubmed/19477159}, Abstract = {Adaptive decision making in real-world contexts often relies on strategic simplifications of decision problems. Yet, the neural mechanisms that shape these strategies and their implementation remain largely unknown. Using an economic decision-making task, we dissociate brain regions that predict specific choices from those predicting an individual's preferred strategy. Choices that maximized gains or minimized losses were predicted by functional magnetic resonance imaging activation in ventromedial prefrontal cortex or anterior insula, respectively. However, choices that followed a simplifying strategy (i.e., attending to overall probability of winning) were associated with activation in parietal and lateral prefrontal cortices. Dorsomedial prefrontal cortex, through differential functional connectivity with parietal and insular cortex, predicted individual variability in strategic preferences. Finally, we demonstrate that robust decision strategies follow from neural sensitivity to rewards. We conclude that decision making reflects more than compensatory interaction of choice-related regions; in addition, specific brain systems potentiate choices depending on strategies, traits, and context.}, Doi = {10.1016/j.neuron.2009.04.007}, Key = {fds252309} } @article{fds252311, Author = {Clithero, JA and Carter, RM and Huettel, SA}, Title = {Local pattern classification differentiates processes of economic valuation.}, Journal = {Neuroimage}, Volume = {45}, Number = {4}, Pages = {1329-1338}, Year = {2009}, Month = {May}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1016/j.neuroimage.2008.12.074}, Abstract = {For effective decision making, individuals must be able to form subjective values from many types of information. Yet, the neural mechanisms that underlie potential differences in value computation across different decision scenarios are incompletely understood. Here, we used functional magnetic resonance imaging (fMRI), in conjunction with the machine learning technique of support vector machines (SVM), to identify brain regions that contain unique local information associated with different types of valuation. We used a combinatoric approach that evaluated the unique contributions of different brain regions to model generalization strength. Local voxel patterns in left posterior parietal cortex contained unique information differentiating probabilistic and intertemporal valuation, a result that was not accessible using standard fMRI analyses. We conclude that the early valuation phases for these reward types differ on a fine spatial scale, suggesting the existence of computational topographies along the value construction pathway.}, Doi = {10.1016/j.neuroimage.2008.12.074}, Key = {fds252311} } @article{fds252319, Author = {Han, S and Huettel, SA and Dobbins, IG}, Title = {Rule-dependent prefrontal cortex activity across episodic and perceptual decisions: an fMRI investigation of the criterial classification account.}, Journal = {Journal of Cognitive Neuroscience}, Volume = {21}, Number = {5}, Pages = {922-937}, Year = {2009}, Month = {May}, ISSN = {0898-929X}, url = {http://dx.doi.org/10.1162/jocn.2009.21060}, Abstract = {Although lateral prefrontal cortex (LPFC) is clearly involved in decision-making, competing functional characterizations exist. One characterization posits that activation reflects the need to select among competing representations. In contrast, recent fMRI research suggests that activation is driven by the criterial classification of representations, even with minimal competition. To adjudicate between these hypotheses, we used event-related fMRI and contrasted tasks that required different numbers of criterial classifications prior to response in both perceptual and memory domains. Additionally, we manipulated the level of interstimulus competition by increasing the number of probes. Experiment 1 demonstrated that LPFC activation tracked the number of intermediate classifications during trials yet was insensitive to the number of competing probes and the behavioral decline accompanying competition. Furthermore, Experiment 2 demonstrated equivalent increases in LPFC activation for a task requiring two overt criterial classifications (independent classification) and one requiring two covert criterial classifications prior to the single overt response (same-different judgment). As found in Experiment 1, both tasks showed greater activation than a judgment requiring only one classification act (forced choice). These data indicate that LPFC responses reflect the number of executed criterial classifications or judgments, independent of the number of competing stimuli and the overt response demands of the decision task.}, Doi = {10.1162/jocn.2009.21060}, Key = {fds252319} } @article{fds252307, Author = {Venkatraman, V and Rosati, AG and Taren, AA and Huettel, SA}, Title = {Resolving response, decision, and strategic control: evidence for a functional topography in dorsomedial prefrontal cortex.}, Journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, Volume = {29}, Number = {42}, Pages = {13158-13164}, Year = {2009}, Month = {October}, ISSN = {0270-6474}, url = {http://hdl.handle.net/10161/6928 Duke open access}, Abstract = {The dorsomedial prefrontal cortex (DMPFC) plays a central role in aspects of cognitive control and decision making. Here, we provide evidence for an anterior-to-posterior topography within the DMPFC using tasks that evoke three distinct forms of control demands--response, decision, and strategic--each of which could be mapped onto independent behavioral data. Specifically, we identify three spatially distinct regions within the DMPFC: a posterior region associated with control demands evoked by multiple incompatible responses, a middle region associated with control demands evoked by the relative desirability of decision options, and an anterior region that predicts control demands related to deviations from an individual's preferred decision-making strategy. These results provide new insight into the functional organization of DMPFC and suggest how recent controversies about its role in complex decision making and response mapping can be reconciled.}, Doi = {10.1523/jneurosci.2708-09.2009}, Key = {fds252307} } @article{fds252303, Author = {Wang, L and Mullette-Gillman, OA and Gadde, KM and Kuhn, CM and McCarthy, G and Huettel, SA}, Title = {The effect of acute tryptophan depletion on emotional distraction and subsequent memory.}, Journal = {Soc Cogn Affect Neurosci}, Volume = {4}, Number = {4}, Pages = {357-368}, Year = {2009}, Month = {December}, url = {http://www.ncbi.nlm.nih.gov/pubmed/19628700}, Abstract = {Serotonin is a key neurotransmitter involved in emotional regulation and memory. A number of studies using acute tryptophan depletion (ATD) in healthy subjects have shown that a temporary serotonin reduction both induces a negative emotional bias and impairs long-term memory. However, little is known about the specific effects of ATD on emotional memory. Using functional magnetic resonance imaging (fMRI), we investigated the effect of ATD on negative memory and executive function in healthy volunteers. Our emotional oddball task required participants to distinguish infrequently presented targets from distracting negative and neutral pictures. Memory for the distracting pictures was tested 1 h following the fMRI session. ATD selectively enhanced memory for negative distractors relative to neutral distractors and increased activation in response to the negative distractors in the left orbital-inferior frontal, dorsomedial prefrontal and bilateral angular gyri. ATD also induced greater activation in the left inferior frontal gyrus and anterior cingulate across all stimuli. Stronger frontal activation to distractors was positively correlated with memory performance on ATD but not control days, indicating a possible compensatory mechanism for coping with increased task demand under the ATD challenge. These findings highlight the importance of serotonin in negative memory with implications for mood disorders.}, Doi = {10.1093/scan/nsp025}, Key = {fds252303} } @misc{fds252302, Author = {Henninger, DE and Madden, D and Huettel, SA}, Title = {Age-Related Cognitive Decline Predicts Changes in Risk Preference}, Journal = {Psychology and Aging}, Volume = {25}, Number = {2}, Pages = {262-270}, Year = {2010}, Key = {fds252302} } @article{fds252304, Author = {Huettel, SA}, Title = {Ten challenges for decision neuroscience}, Journal = {Frontiers in Decision Neuroscience}, Volume = {4}, Year = {2010}, url = {http://dx.doi.org/10.3389/fnins.2010.00171}, Abstract = {Decision neuroscience research, as currently practiced, employs the methods of neuroscience to investigate concepts drawn from the social sciences. A typical study selects one or more variables from psychological or economic models, manipulates or measures choices within a simplified choice task, and then identifies neural correlates. Using this "neuroeconomic" approach, researchers have described brain systems whose functioning shapes key economic variables, most notably aspects of subjective value. Yet, the standard approach has fundamental limitations. Important aspects of the mechanisms of decision making - from the sources of variability in decision making to the very computations supported by decision-related regions - remain incompletely understood. Here, I outline 10 outstanding challenges for future research in decision neuroscience. While some will be readily addressed using current methods, others will require new conceptual frameworks. Accordingly, a new strain of decision neuroscience will marry methods from economics and cognitive science to concepts from neurobiology and cognitive neuroscience.}, Doi = {10.3389/fnins.2010.00171}, Key = {fds252304} } @article{fds252300, Author = {Smith, DV and Hayden, BY and Truong, T-K and Song, AW and Platt, ML and Huettel, SA}, Title = {Distinct value signals in anterior and posterior ventromedial prefrontal cortex.}, Journal = {Journal of Neuroscience}, Volume = {30}, Number = {7}, Pages = {2490-2495}, Year = {2010}, Month = {February}, url = {http://www.ncbi.nlm.nih.gov/pubmed/20164333}, Abstract = {The core feature of an economic exchange is a decision to trade one good for another, based on a comparison of relative value. Economists have long recognized, however, that the value an individual ascribes to a good during decision making (i.e., their relative willingness to trade for that good) does not always map onto the reward they actually experience. Here, we show that experienced value and decision value are represented in distinct regions of ventromedial prefrontal cortex (VMPFC) during the passive consumption of rewards. Participants viewed two categories of rewards-images of faces that varied in their attractiveness and monetary gains and losses-while being scanned using functional magnetic resonance imaging. An independent market task, in which participants exchanged some of the money that they had earned for brief views of attractive faces, determined the relative decision value associated with each category. We found that activation of anterior VMPFC increased with increasing experienced value, but not decision value, for both reward categories. In contrast, activation of posterior VMPFC predicted each individual's relative decision value for face and monetary stimuli. These results indicate not only that experienced value and decision value are represented in distinct regions of VMPFC, but also that decision value signals are evident even in the absence of an overt choice task. We conclude that decisions are made by comparing neural representations of the value of different goods encoded in posterior VMPFC in a common, relative currency.}, Doi = {10.1523/JNEUROSCI.3319-09.2010}, Key = {fds252300} } @article{fds252305, Author = {Han, S and Huettel, SA and Raposo, A and Adcock, RA and Dobbins, IG}, Title = {Functional significance of striatal responses during episodic decisions: recovery or goal attainment?}, Journal = {Journal of Neuroscience}, Volume = {30}, Number = {13}, Pages = {4767-4775}, Year = {2010}, Month = {March}, url = {http://www.ncbi.nlm.nih.gov/pubmed/20357127}, Abstract = {Memory retrieval is typically a goal-directed behavior, and as such, potentially influenced by reinforcement and motivation processes. Although striatal activation is often evident during memory retrieval, its functional significance remains unclear because typical memory paradigms do not control the motivational significance of memory decisions. We used event-related functional magnetic resonance imaging (fMRI) to investigate striatal activation during recognition with and without performance-linked monetary incentives. During initial performance in the absence of incentives, dorsal striatal activation for "Old" memory conclusions nonetheless exceeded that for "New" conclusions regardless of the accuracy of these conclusions. In contrast, subsequent scans paired incentives with either "Old" or "New" conclusions and demonstrated greater activation for whichever judgment was potentially rewarded, both with and without performance feedback. The data demonstrate that striatal activation during recognition judgments does not signal monetary reward receipt, cognitive feedback, or successful episodic retrieval. Instead, it is heavily dependent upon satisfaction of the subjective goals of the observer.}, Doi = {10.1523/JNEUROSCI.3077-09.2010}, Key = {fds252305} } @article{fds330850, Author = {Wang, L and Newell, B and Mullette-Gillman, OA and Gadde, KM and Kuhn, CM and McCarthy, G and Huettel, SA}, Title = {Modulation Effect of Rumination Trait and Low Tryptophan on Default-Mode Network Connectivity}, Journal = {Biological Psychiatry}, Volume = {67}, Number = {9}, Pages = {224S-224S}, Publisher = {ELSEVIER SCIENCE INC}, Year = {2010}, Month = {May}, Key = {fds330850} } @article{fds252298, Author = {Carter, RMK and Meyer, JR and Huettel, SA}, Title = {Functional Neuroimaging of Intertemporal Choice Models: A Review}, Journal = {Journal of Neuroscience, Psychology, and Economics}, Volume = {3}, Number = {1}, Pages = {27-45}, Publisher = {American Psychological Association (APA)}, Year = {2010}, Month = {May}, ISSN = {1937-321X}, url = {http://dx.doi.org/10.1037/a0018046}, Abstract = {People often forsake a larger reward later for a smaller reward sooner. The process of devaluing the larger, later prize is called temporal discounting or delay discounting, which lies at the core of intertemporal choice. Here, we describe the methodology and findings of research on the mechanisms of intertemporal choice, with a focus on those that utilize functional MRI (fMRI). We consider the neural bases for the most common economic models of intertemporal choice and examine whether these models require neural processes that are common or distinct across types of decision making. Considered as a whole, current research points to potentially distinct contributions from brain systems associated with valuation and with prospective thought, which may be reflected in separable foci in posterior cingulate cortex. Based on open questions in the field, we suggest two core goals for future research: identifying aspects of valuation that are unique to intertemporal choice and evaluating direct or indirect interactions between delay and prize magnitude. © 2010 American Psychological Association.}, Doi = {10.1037/a0018046}, Key = {fds252298} } @article{fds252269, Author = {Henninger, DE and Madden, DJ and Huettel, SA}, Title = {Processing speed and memory mediate age-related differences in decision making.}, Journal = {Psychol Aging}, Volume = {25}, Number = {2}, Pages = {262-270}, Year = {2010}, Month = {June}, url = {http://www.ncbi.nlm.nih.gov/pubmed/20545412}, Abstract = {Decision making under risk changes with age. Increases in risk aversion with age have been most commonly characterized, although older adults may be risk seeking in some decision contexts. An important, and unanswered, question is whether these changes in decision making reflect a direct effect of aging or, alternatively, an indirect effect caused by age-related changes in specific cognitive processes. In the current study, older adults (M = 71 years) and younger adults (M = 24 years) completed a battery of tests of cognitive capacities and decision-making preferences. The results indicated systematic effects of age upon decision quality-with both increased risk seeking and increased risk aversion observed in different tasks-consistent with prior studies. Path analyses, however, revealed that age-related effects were mediated by individual differences in processing speed and memory. When those variables were included in the model, age was no longer a significant predictor of decision quality. The authors conclude that the reduction in decision quality and associated changes in risk preferences commonly ascribed to aging are instead mediated by age-related changes in underlying cognitive capacities.}, Doi = {10.1037/a0019096}, Key = {fds252269} } @article{fds252299, Author = {Morey, RA and Selgrade, ES and Wagner, HR and Huettel, SA and Wang, L and McCarthy, G}, Title = {Scan-rescan reliability of subcortical brain volumes derived from automated segmentation.}, Journal = {Hum Brain Mapp}, Volume = {31}, Number = {11}, Pages = {1751-1762}, Year = {2010}, Month = {November}, url = {http://www.ncbi.nlm.nih.gov/pubmed/20162602}, Abstract = {Large-scale longitudinal studies of regional brain volume require reliable quantification using automated segmentation and labeling. However, repeated MR scanning of the same subject, even if using the same scanner and acquisition parameters, does not result in identical images due to small changes in image orientation, changes in prescan parameters, and magnetic field instability. These differences may lead to appreciable changes in estimates of volume for different structures. This study examined scan-rescan reliability of automated segmentation algorithms for measuring several subcortical regions, using both within-day and across-day comparison sessions in a group of 23 normal participants. We found that the reliability of volume measures including percent volume difference, percent volume overlap (Dice's coefficient), and intraclass correlation coefficient (ICC), varied substantially across brain regions. Low reliability was observed in some structures such as the amygdala (ICC = 0.6), with higher reliability (ICC = 0.9) for other structures such as the thalamus and caudate. Patterns of reliability across regions were similar for automated segmentation with FSL/FIRST and FreeSurfer (longitudinal stream). Reliability was associated with the volume of the structure, the ratio of volume to surface area for the structure, the magnitude of the interscan interval, and the method of segmentation. Sample size estimates for detecting changes in brain volume for a range of likely effect sizes also differed by region. Thus, longitudinal research requires a careful analysis of sample size and choice of segmentation method combined with a consideration of the brain structure(s) of interest and the magnitude of the anticipated effects.}, Doi = {10.1002/hbm.20973}, Key = {fds252299} } @article{fds252301, Author = {Smith, DV and Huettel, SA}, Title = {Decision neuroscience: neuroeconomics.}, Journal = {Wiley Interdisciplinary Reviews. Cognitive Science}, Volume = {1}, Number = {6}, Pages = {854-871}, Year = {2010}, Month = {November}, ISSN = {1939-5078}, url = {http://dx.doi.org/10.1002/wcs.73}, Abstract = {Few aspects of human cognition are more personal than the choices we make. Our decisions-from the mundane to the impossibly complex-continually shape the courses of our lives. In recent years, researchers have applied the tools of neuroscience to understand the mechanisms that underlie decision making, as part of the new discipline of decision neuroscience. A primary goal of this emerging field has been to identify the processes that underlie specific decision variables, including the value of rewards, the uncertainty associated with particular outcomes, and the consequences of social interactions. Recent work suggests potential neural substrates that integrate these variables, potentially reflecting a common neural currency for value, to facilitate value comparisons. Despite the successes of decision neuroscience research for elucidating brain mechanisms, significant challenges remain. These include building new conceptual frameworks for decision making, integrating research findings across disparate techniques and species, and extending results from neuroscience to shape economic theory. To overcome these challenges, future research will likely focus on interpersonal variability in decision making, with the eventual goal of creating biologically plausible models for individual choice. WIREs Cogn Sci 2010 1 854-871 This article is categorized under: Psychology > Reasoning and Decision Making Neuroscience > Cognition.}, Doi = {10.1002/wcs.73}, Key = {fds252301} } @article{fds252240, Author = {Huettel, SA}, Title = {Functional MRI (fMRI)}, Pages = {741-748}, Booktitle = {Encyclopedia of Spectroscopy and Spectrometry, 2nd edition}, Publisher = {Elsevier}, Year = {2010}, Month = {December}, url = {http://dx.doi.org/10.1016/B978-0-12-374413-5.00053-1}, Abstract = {Functional magnetic resonance imaging (fMRI) allows researchers to investigate the mechanisms underlying information processing in the human brain. Most fMRI studies use standard MRI scanners to collect images sensitive to changes in blood oxygenation level-dependent (BOLD) contrast, which provides an indirect measure of neuronal activity. The images collected in BOLD fMRI experiments generally have spatial resolution on the order of several millimeters and temporal resolution on the order of several seconds. fMRI provides several advantages over other human neuroimaging techniques: it is noninvasive, can be adapted to a wide range of experiments, and allows good localization of activation. Because of these and other strengths, fMRI has grown over the past two decades to become the dominant technique in human cognitive neuroscience. However, fMRI also has significant limitations, especially regarding the conclusions that can be drawn from individual studies. This article introduces the basic physical and physiological principles of fMRI, followed by a consideration of the core concepts involved in fMRI experimentation. © 2010 Elsevier Ltd All rights reserved.}, Doi = {10.1016/B978-0-12-374413-5.00053-1}, Key = {fds252240} } @article{fds318720, Author = {Paulsen, DJ and Carter, RM and Platt, ML and Huettel, SA and Brannon, EM}, Title = {Neurocognitive development of risk aversion from early childhood to adulthood.}, Journal = {Frontiers in Human Neuroscience}, Volume = {5}, Pages = {178}, Year = {2011}, url = {http://dx.doi.org/10.3389/fnhum.2011.00178}, Abstract = {Human adults tend to avoid risk. In behavioral economic studies, risk aversion is manifest as a preference for sure gains over uncertain gains. However, children tend to be less averse to risk than adults. Given that many of the brain regions supporting decision-making under risk do not reach maturity until late adolescence or beyond it is possible that mature risk-averse behavior may emerge from the development of decision-making circuitry. To explore this hypothesis, we tested 5- to 8-year-old children, 14- to 16-year-old adolescents, and young adults in a risky-decision task during functional magnetic resonance imaging (fMRI) data acquisition. To our knowledge, this is the youngest sample of children in an fMRI decision-making task. We found a number of decision-related brain regions to increase in activation with age during decision-making, including areas associated with contextual memory retrieval and the incorporation of prior outcomes into the current decision-making strategy, e.g., insula, hippocampus, and amygdala. Further, children who were more risk-averse showed increased activation during decision-making in ventromedial prefrontal cortex and ventral striatum. Our findings indicate that the emergence of adult levels of risk aversion co-occurs with the recruitment of regions supporting decision-making under risk, including the integration of prior outcomes into current decision-making behavior. This pattern of results suggests that individual differences in the development of risk aversion may reflect differences in the maturation of these neural processes.}, Doi = {10.3389/fnhum.2011.00178}, Key = {fds318720} } @article{fds252286, Author = {Yaxley, RH and Van Voorhees and EE and Bergman, S and Hooper, SR and Huettel, SA and De Bellis, MD}, Title = {Behavioral risk elicits selective activation of the executive system in adolescents: clinical implications.}, Journal = {Frontiers in Psychiatry}, Volume = {2}, Pages = {68}, Year = {2011}, url = {http://www.ncbi.nlm.nih.gov/pubmed/22194728}, Abstract = {We investigated adolescent brain processing of decisions under conditions of varying risk, reward, and uncertainty. Adolescents (n = 31) preformed a Decision-Reward Uncertainty task that separates decision uncertainty into behavioral and reward risk, while they were scanned using functional magnetic resonance imaging. Behavioral risk trials involved uncertainty about which action to perform to earn a fixed monetary reward. In contrast, during reward risk the decision that might lead to a reward was known, but the likelihood of earning a reward was probabilistically determined. Behavioral risk trials evoked greater activation than the reward risk and no risk conditions in the anterior cingulate, medial frontal gyrus, bilateral frontal poles, bilateral inferior parietal lobe, precuneus, bilateral superior-middle frontal gyrus, inferior frontal gyrus, and insula. Our results were similar to those of young adults using the same task (Huettel, 2006) except that adolescents did not show significant activation in the posterior supramarginal gyrus during behavioral risk. During the behavioral risk condition regardless of reward outcome, overall mean frontal pole activity showed a positive correlation with age during the behavioral and reward risk conditions suggesting a developmental difference of this region of interest. Additionally, reward response to the Decision-Reward Uncertainty task in adolescents was similar to that seen in young adults (Huettel, 2006). Our data did not show a correlation between age and mean ventral striatum activity during the three conditions. While our results came from a healthy high functioning non-maltreated sample of adolescents, this method can be used to address types of risks and reward processing in children and adolescents with predisposing vulnerabilities and add to the paucity of imaging studies of risk and reward processing during adolescence.}, Doi = {10.3389/fpsyt.2011.00068}, Key = {fds252286} } @article{fds252291, Author = {Paulsen, DJ and Platt, ML and Huettel, SA and Brannon, EM}, Title = {Decision-making under risk in children, adolescents, and young adults.}, Journal = {Frontiers in Psychology}, Volume = {2}, Pages = {72}, Year = {2011}, url = {http://www.ncbi.nlm.nih.gov/pubmed/21687443}, Abstract = {Adolescents often make risky and impulsive decisions. Such behavior has led to the common assumption that a dysfunction in risk-related decision-making peaks during this age. Differences in how risk has been defined across studies, however, make it difficult to draw conclusions about developmental changes in risky decision-making. Here, we developed a non-symbolic economic decision-making task that can be used across a wide age span and that uses coefficient of variation (CV) in reward as an index of risk. We found that young children showed the strongest preference for risky compared to sure bet options of equal expected value, adolescents were intermediate in their risk preference, and young adults showed the strongest risk aversion. Furthermore, children's preference for the risky option increased for larger CVs, while adolescents and young adults showed the opposite pattern, favoring the sure bet more often as CV increased. Finally, when faced with two gambles in a risk-return tradeoff, all three age groups exhibited a greater preference for the option with the lower risk and return as the disparity in risk between the two options increased. These findings demonstrate clear age-related differences in economic risk preferences that vary with choice set and risk. Importantly, adolescence appears to represent an intermediate decision-making phenotype along the transition from childhood to adulthood, rather than an age of heightened preference for economic risk.}, Doi = {10.3389/fpsyg.2011.00072}, Key = {fds252291} } @article{fds198096, Author = {Paulsen, D. and Platt, M.L. and Huettel, S.A. and Brannon, E.M.}, Title = {Decision-making Under Risk in Children, Adolescents, and Adults}, Journal = {Frontiers in Developmental Psychology}, Year = {2011}, url = {http://dx.doi.org/10.3389/fpsyg.2011.00072}, Doi = {10.3389/fpsyg.2011.00072}, Key = {fds198096} } @article{fds252254, Author = {Libedinsky, C and Smith, D and Huettel, S and Chee, MW}, Title = {REWARD VALUATION IN SLEEP-DEPRIVED INDIVIDUALS}, Journal = {Sleep}, Volume = {34}, Pages = {A78-A78}, Publisher = {OXFORD UNIV PRESS INC}, Year = {2011}, Month = {January}, ISSN = {0161-8105}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000299834400220&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=47d3190e77e5a3a53558812f597b0b92}, Key = {fds252254} } @article{fds252284, Author = {Clithero, JA and Reeck, C and Carter, RM and Smith, DV and Huettel, SA}, Title = {Nucleus accumbens mediates relative motivation for rewards in the absence of choice.}, Journal = {Frontiers in Human Neuroscience}, Volume = {5}, Number = {AUGUST}, Pages = {87}, Year = {2011}, Month = {January}, ISSN = {1662-5161}, url = {http://dx.doi.org/10.3389/fnhum.2011.00087}, Abstract = {To dissociate a choice from its antecedent neural states, motivation associated with the expected outcome must be captured in the absence of choice. Yet, the neural mechanisms that mediate behavioral idiosyncrasies in motivation, particularly with regard to complex economic preferences, are rarely examined in situations without overt decisions. We employed functional magnetic resonance imaging in a large sample of participants while they anticipated earning rewards from two different modalities: monetary and candy rewards. An index for relative motivation toward different reward types was constructed using reaction times to the target for earning rewards. Activation in the nucleus accumbens (NAcc) and anterior insula (aINS) predicted individual variation in relative motivation between our reward modalities. NAcc activation, however, mediated the effects of aINS, indicating the NAcc is the likely source of this relative weighting. These results demonstrate that neural idiosyncrasies in reward efficacy exist even in the absence of explicit choices, and extend the role of NAcc as a critical brain region for such choice-free motivation.}, Doi = {10.3389/fnhum.2011.00087}, Key = {fds252284} } @article{fds252287, Author = {Libedinsky, C and Smith, DV and Teng, CS and Namburi, P and Chen, VW and Huettel, SA and Chee, MWL}, Title = {Sleep deprivation alters valuation signals in the ventromedial prefrontal cortex.}, Journal = {Frontiers in Behavioral Neuroscience}, Volume = {5}, Pages = {70}, Year = {2011}, Month = {January}, url = {http://www.ncbi.nlm.nih.gov/pubmed/22028686}, Abstract = {Even a single night of total sleep deprivation (SD) can have dramatic effects on economic decision making. Here we tested the novel hypothesis that SD influences economic decisions by altering the valuation process. Using functional magnetic resonance imaging we identified value signals related to the anticipation and the experience of monetary and social rewards (attractive female faces). We then derived decision value signals that were predictive of each participant's willingness to exchange money for brief views of attractive faces in an independent market task. Strikingly, SD altered decision value signals in ventromedial prefrontal cortex (VMPFC) in proportion to the corresponding change in economic preferences. These changes in preference were independent of the effects of SD on attention and vigilance. Our results provide novel evidence that signals in VMPFC track the current state of the individual, and thus reflect not static but constructed preferences.}, Doi = {10.3389/fnbeh.2011.00070}, Key = {fds252287} } @article{fds290505, Author = {Clithero, JA and Reeck, C and Mckell Carter and R and Smith, DV and Huettel, SA}, Title = {Nucleus accumbens mediates relative motivation for rewards in the absence of choice}, Journal = {Frontiers in Human Neuroscience}, Number = {AUGUST}, Year = {2011}, Month = {January}, ISSN = {1662-5161}, url = {http://hdl.handle.net/10161/10252 Duke open access}, Abstract = {To dissociate a choice from its antecedent neural states, motivation associated with the expected outcome must be captured in the absence of choice. Yet, the neural mechanisms that mediate behavioral idiosyncrasies in motivation, particularly with regard to complex economic preferences, are rarely examined in situations without overt decisions. We employed functional magnetic resonance imaging in a large sample of participants while they anticipated earning rewards from two different modalities: monetary and candy rewards. An index for relative motivation toward different reward types was constructed using reaction times to the target for earning rewards. Activation in the nucleus accumbens (NAcc) and anterior insula (aINS) predicted individual variation in relative motivation between our reward modalities. NAcc activation, however, mediated the effects of aINS, indicating the NAcc is the likely source of this relative weighting. These results demonstrate that neural idiosyncrasies in reward efficacy exist even in the absence of explicit choices, and extend the role of NAcc as a critical brain region for such choice-free motivation. © 2011 Clithero, Reeck, Carter, Smith and Huettel.}, Doi = {10.3389/fnhum.2011.00087}, Key = {fds290505} } @article{fds252292, Author = {Taren, AA and Venkatraman, V and Huettel, SA}, Title = {A parallel functional topography between medial and lateral prefrontal cortex: evidence and implications for cognitive control.}, Journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, Volume = {31}, Number = {13}, Pages = {5026-5031}, Year = {2011}, Month = {March}, ISSN = {0270-6474}, url = {http://dx.doi.org/10.1523/jneurosci.5762-10.2011}, Abstract = {The dorsomedial and dorsolateral prefrontal cortices (dmPFC and dlPFC) together support cognitive control, with dmPFC responsible for monitoring performance and dlPFC responsible for adjusting behavior. The dlPFC contains a topographic organization that reflects complexity of control demands, with more anterior regions guiding increasingly abstract processing. Recent evidence for a similar gradient within dmPFC suggests the possibility of parallel, hierarchical organization. Here, we measured connectivity between functional nodes of dmPFC and dlPFC using resting-state functional magnetic resonance imaging in humans. We found a posterior-to-anterior connectivity gradient; posterior dmPFC maximally connected to posterior dlPFC and anterior dmPFC maximally connected to anterior dlPFC. This parallel topographic pattern replicated across three independent datasets collected on different scanners, within individual participants, and through both point-to-point and voxelwise analyses. We posit a model of cognitive control characterized by hierarchical interactions--whose level depends on current environmental demands--between functional subdivisions of medial and lateral PFC.}, Doi = {10.1523/jneurosci.5762-10.2011}, Key = {fds252292} } @article{fds252293, Author = {Venkatraman, V and Huettel, SA and Chuah, LYM and Payne, JW and Chee, MWL}, Title = {Sleep deprivation biases the neural mechanisms underlying economic preferences.}, Journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, Volume = {31}, Number = {10}, Pages = {3712-3718}, Year = {2011}, Month = {March}, url = {http://www.ncbi.nlm.nih.gov/pubmed/21389226}, Abstract = {A single night of sleep deprivation (SD) evoked a strategy shift during risky decision making such that healthy human volunteers moved from defending against losses to seeking increased gains. This change in economic preferences was correlated with the magnitude of an SD-driven increase in ventromedial prefrontal activation as well as by an SD-driven decrease in anterior insula activation during decision making. Analogous changes were observed during receipt of reward outcomes: elevated activation to gains in ventromedial prefrontal cortex and ventral striatum, but attenuated anterior insula activation following losses. Finally, the observed shift in economic preferences was not correlated with change in psychomotor vigilance. These results suggest that a night of total sleep deprivation affects the neural mechanisms underlying economic preferences independent of its effects on vigilant attention.}, Doi = {10.1523/jneurosci.4407-10.2011}, Key = {fds252293} } @article{fds252285, Author = {Stanton, SJ and Mullette-Gillman, OA and McLaurin, RE and Kuhn, CM and LaBar, KS and Platt, ML and Huettel, SA}, Title = {Low- and high-testosterone individuals exhibit decreased aversion to economic risk.}, Journal = {Psychol Sci}, Volume = {22}, Number = {4}, Pages = {447-453}, Year = {2011}, Month = {April}, url = {http://www.ncbi.nlm.nih.gov/pubmed/21393575}, Abstract = {Testosterone is positively associated with risk-taking behavior in social domains (e.g., crime, physical aggression). However, the scant research linking testosterone to economic risk preferences presents inconsistent findings. We examined the relationship between endogenous testosterone and individuals' economic preferences (i.e., risk preference, ambiguity preference, and loss aversion) in a large sample (N = 298) of men and women. We found that endogenous testosterone levels have a significant U-shaped association with individuals' risk and ambiguity preferences, but not loss aversion. Specifically, individuals with low or high levels of testosterone (more than 1.5 SD from the mean for their gender) were risk and ambiguity neutral, whereas individuals with intermediate levels of testosterone were risk and ambiguity averse. This relationship was highly similar in men and women. In contrast to received wisdom regarding testosterone and risk, the present data provide the first robust evidence for a nonlinear association between economic preferences and levels of endogenous testosterone.}, Doi = {10.1177/0956797611401752}, Key = {fds252285} } @article{fds252297, Author = {Winecoff, A and Labar, KS and Madden, DJ and Cabeza, R and Huettel, SA}, Title = {Cognitive and neural contributors to emotion regulation in aging.}, Journal = {Soc Cogn Affect Neurosci}, Volume = {6}, Number = {2}, Pages = {165-176}, Year = {2011}, Month = {April}, url = {http://www.ncbi.nlm.nih.gov/pubmed/20385663}, Abstract = {Older adults, compared to younger adults, focus on emotional well-being. While the lifespan trajectory of emotional processing and its regulation has been characterized behaviorally, few studies have investigated the underlying neural mechanisms. Here, older adults (range: 59-73 years) and younger adults (range: 19-33 years) participated in a cognitive reappraisal task during functional magnetic resonance imaging (fMRI) scanning. On each trial, participants viewed positive, negative or neutral pictures and either naturally experienced the image ('Experience' condition) or attempted to detach themselves from the image ('Reappraise' condition). Across both age groups, cognitive reappraisal activated prefrontal regions similar to those reported in prior studies of emotion regulation, while emotional experience activated the bilateral amygdala. Psychophysiological interaction analyses revealed that the left inferior frontal gyrus (IFG) and amygdala demonstrated greater inverse connectivity during the 'Reappraise' condition relative to the 'Experience' condition. The only regions exhibiting significant age differences were the left IFG and the left superior temporal gyrus, for which greater regulation-related activation was observed in younger adults. Controlling for age, increased performance on measures of cognition predicted greater regulation-related decreases in amygdala activation. Thus, while older and younger adults use similar brain structures for emotion regulation and experience, the functional efficacy of those structures depends on underlying cognitive ability.}, Doi = {10.1093/scan/nsq030}, Key = {fds252297} } @article{fds252295, Author = {Clithero, JA and Smith, DV and Carter, RM and Huettel, SA}, Title = {Within- and cross-participant classifiers reveal different neural coding of information.}, Journal = {Neuroimage}, Volume = {56}, Number = {2}, Pages = {699-708}, Year = {2011}, Month = {May}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1016/j.neuroimage.2010.03.057}, Abstract = {Analyzing distributed patterns of brain activation using multivariate pattern analysis (MVPA) has become a popular approach for using functional magnetic resonance imaging (fMRI) data to predict mental states. While the majority of studies currently build separate classifiers for each participant in the sample, in principle a single classifier can be derived from and tested on data from all participants. These two approaches, within- and cross-participant classification, rely on potentially different sources of variability and thus may provide distinct information about brain function. Here, we used both approaches to identify brain regions that contain information about passively received monetary rewards (i.e., images of currency that influenced participant payment) and social rewards (i.e., images of human faces). Our within-participant analyses implicated regions in the ventral visual processing stream-including fusiform gyrus and primary visual cortex-and ventromedial prefrontal cortex (VMPFC). Two key results indicate these regions may contain statistically discriminable patterns that contain different informational representations. First, cross-participant analyses implicated additional brain regions, including striatum and anterior insula. The cross-participant analyses also revealed systematic changes in predictive power across brain regions, with the pattern of change consistent with the functional properties of regions. Second, individual differences in classifier performance in VMPFC were related to individual differences in preferences between our two reward modalities. We interpret these results as reflecting a distinction between patterns showing participant-specific functional organization and those indicating aspects of brain organization that generalize across individuals.}, Doi = {10.1016/j.neuroimage.2010.03.057}, Key = {fds252295} } @article{fds252290, Author = {Mullette-Gillman, OA and Detwiler, JM and Winecoff, A and Dobbins, I and Huettel, SA}, Title = {Infrequent, task-irrelevant monetary gains and losses engage dorsolateral and ventrolateral prefrontal cortex.}, Journal = {Brain Research}, Volume = {1395}, Pages = {53-61}, Year = {2011}, Month = {June}, ISSN = {0006-8993}, url = {http://dx.doi.org/10.1016/j.brainres.2011.04.026}, Abstract = {Decision making is commonly conceived to reflect the interplay of mutually antagonistic systems: executive processes must inhibit affective information to make adaptive choices. Consistent with this interpretation, prior studies have shown that the dorsolateral prefrontal cortex (dlPFC) is activated by executive processing and deactivated during emotional processing, with the reverse pattern found within the ventrolateral prefrontal cortex (vlPFC). To evaluate whether this pattern generalizes to other affective stimuli--here, monetary rewards--we modified the emotional oddball task to use behaviorally irrelevant reward stimuli, while matching analysis methods and task parameters to those of previous research. Contrary to the double-dissociation model advanced for emotional stimuli, we found that monetary stimuli produced activations within both the dlPFC and the vlPFC. This suggests that monetary stimuli are treated like affective stimuli by vlPFC but like task-relevant target stimuli by dlPFC. Our results suggest differential functional roles in affective and executive processing for these brain regions: the dlPFC supports contingency processing, while the vlPFC evaluates affective or conceptual information.}, Doi = {10.1016/j.brainres.2011.04.026}, Key = {fds252290} } @article{fds252294, Author = {Raposo, A and Vicens, L and Clithero, JA and Dobbins, IG and Huettel, SA}, Title = {Contributions of frontopolar cortex to judgments about self, others and relations.}, Journal = {Social Cognitive and Affective Neuroscience}, Volume = {6}, Number = {3}, Pages = {260-269}, Year = {2011}, Month = {June}, ISSN = {1749-5016}, url = {http://dx.doi.org/10.1093/scan/nsq033}, Abstract = {Activation in frontopolar cortex (FPC; BA 10) has been associated both with attending to mental states and with integrating multiple mental relations. However, few previous studies have manipulated both of these cognitive processes, precluding a clear functional distinction among regions within FPC. To address this issue, we developed an fMRI task that combined mentalizing and relational integration processes. Participants saw blocks of single words and performed one of three judgments: how pleasant or unpleasant they found each word (Self condition), how a specific friend would evaluate the pleasantness of the word (Other condition), or the difference between their own pleasantness judgment and that of their friend (Relational condition). We found that medial FPC was modulated by Other relative to Self judgments, consistent with a role in mentalizing. Lateral FPC was significantly activated during Relational compared to Self judgements, suggesting that this region is particularly involved in relational integration. The results point to a strong functional dissociation between medial and lateral FPC. In addition, the data demonstrate a role for lateral FPC in the social domain, provided that the task requires the integration of one's preferences with those of others.}, Doi = {10.1093/scan/nsq033}, Key = {fds252294} } @article{fds252289, Author = {Ballard, IC and Murty, VP and Carter, RM and MacInnes, JJ and Huettel, SA and Adcock, RA}, Title = {Dorsolateral prefrontal cortex drives mesolimbic dopaminergic regions to initiate motivated behavior.}, Journal = {Journal of Neuroscience}, Volume = {31}, Number = {28}, Pages = {10340-10346}, Year = {2011}, Month = {July}, url = {http://www.ncbi.nlm.nih.gov/pubmed/21753011}, Abstract = {How does the brain translate information signaling potential rewards into motivation to get them? Motivation to obtain reward is thought to depend on the midbrain [particularly the ventral tegmental area (VTA)], the nucleus accumbens (NAcc), and the dorsolateral prefrontal cortex (dlPFC), but it is not clear how the interactions among these regions relate to reward-motivated behavior. To study the influence of motivation on these reward-responsive regions and on their interactions, we used dynamic causal modeling to analyze functional magnetic resonance imaging (fMRI) data from humans performing a simple task designed to isolate reward anticipation. The use of fMRI permitted the simultaneous measurement of multiple brain regions while human participants anticipated and prepared for opportunities to obtain reward, thus allowing characterization of how information about reward changes physiology underlying motivational drive. Furthermore, we modeled the impact of external reward cues on causal relationships within this network, thus elaborating a link between physiology, connectivity, and motivation. Specifically, our results indicated that dlPFC was the exclusive entry point of information about reward in this network, and that anticipated reward availability caused VTA activation only via its effect on the dlPFC. Anticipated reward thus increased dlPFC activation directly, whereas it influenced VTA and NAcc only indirectly, by enhancing intrinsically weak or inactive pathways from the dlPFC. Our findings of a directional prefrontal influence on dopaminergic regions during reward anticipation suggest a model in which the dlPFC integrates and transmits representations of reward to the mesolimbic and mesocortical dopamine systems, thereby initiating motivated behavior.}, Doi = {10.1523/JNEUROSCI.0895-11.2011}, Key = {fds252289} } @misc{fds252288, Author = {Stanton, SJ and Mullette-Gillman, OA and Huettel, SA}, Title = {Seasonal variation of salivary testosterone in men, normally cycling women, and women using hormonal contraceptives.}, Journal = {Physiology & Behavior}, Volume = {104}, Number = {5}, Pages = {804-808}, Year = {2011}, Month = {October}, ISSN = {0031-9384}, url = {http://dx.doi.org/10.1016/j.physbeh.2011.07.009}, Abstract = {Humans' endogenous testosterone concentrations vary over a number of temporal scales, with little known about variation longer than monthly cycles. Past studies of seasonal or circannual variation have principally used male participants and have produced inconsistent results. Thus, little is known about how testosterone concentrations fluctuate throughout the year, whether such variation differs between men and women, and whether there are influences of hormonal contraceptive use. The present study collected saliva samples from a large sample (N=718) of men and women, each collected at one time point within a relatively uniform distribution over a full calendar year. Both men and normally-cycling women displayed seasonal variation in salivary testosterone concentrations, such that testosterone concentrations are maximal in the fall and minimal in the summer. Notably, normally-cycling women had testosterone concentrations that were over 100% greater at their maximum in fall compared to their minimum in summer. Women using hormonal contraceptives not only had consistently lower endogenous testosterone concentrations, but also showed a flatter seasonal testosterone profile. The implications for studies of psychology and human behavioral endocrinology are discussed.}, Doi = {10.1016/j.physbeh.2011.07.009}, Key = {fds252288} } @article{fds252274, Author = {Paulsen, DJ and Platt, ML and Huettel, SA and Brannon, EM}, Title = {From risk-seeking to risk-averse: the development of economic risk preference from childhood to adulthood.}, Journal = {Frontiers in Psychology}, Volume = {3}, Pages = {313}, Year = {2012}, url = {http://www.ncbi.nlm.nih.gov/pubmed/22973247}, Abstract = {Adolescence is often described as a period of heightened risk-taking. Adolescents are notorious for impulsivity, emotional volatility, and risky behaviors such as drinking and driving under the influence of alcohol. By contrast, we found that risk-taking declines linearly from childhood to adulthood when individuals make choices over monetary gambles. Further, with age we found increases in the sensitivity to economic risk, defined as the degree to which a preference for assured monetary gains over a risky payoff depends upon the variability in the risky payoff. These findings indicate that decisions about economic risk may follow a different developmental trajectory than other kinds of risk-taking, and that changes in sensitivity to risk may be a major factor in the development of mature risk aversion.}, Doi = {10.3389/fpsyg.2012.00313}, Key = {fds252274} } @article{fds252283, Author = {Venkatraman, V and Clithero, JA and Fitzsimons, G and Huettel, SA}, Title = {New scanner data for brand marketers: How neuroscience can help better understand differences in brand preferences}, Journal = {Journal of Consumer Psychology}, Volume = {22}, Number = {1}, Pages = {143-153}, Publisher = {WILEY}, Year = {2012}, ISSN = {1057-7408}, url = {http://dx.doi.org/10.1016/j.jcps.2011.11.008}, Abstract = {A core goal for marketers is effective segmentation: partitioning a brand's or product's consumer base into distinct and meaningful groups with differing needs. Traditional segmentation data include factors like geographic location, demographics, and shopping history. Yet, research into the cognitive and affective processes underlying consumption decisions shows that these variables can improve the matching of consumers with products beyond traditional demographic and benefit approaches. We propose, using managing a brand as an example, that neuroscience provides a novel way to establish mappings between cognitive processes and traditional marketing data. An improved understanding of the neural mechanisms of decision making will enhance the ability of marketers to effectively market their products. Just as neuroscience can model potential influences on the decision process. -including pricing, choice strategy, context, experience, and memory. -it can also provide new insights into individual differences in consumption behavior and brand preferences. We outline such a research agenda for incorporating neuroscience data into future attempts to match consumers to brands. © 2011 Society for Consumer Psychology.}, Doi = {10.1016/j.jcps.2011.11.008}, Key = {fds252283} } @article{fds252276, Author = {Kragel, PA and Carter, RM and Huettel, SA}, Title = {What makes a pattern? Matching decoding methods to data in multivariate pattern analysis.}, Journal = {Frontiers in Neuroscience}, Volume = {6}, Number = {NOV}, Pages = {162}, Year = {2012}, Month = {January}, ISSN = {1662-4548}, url = {http://dx.doi.org/10.3389/fnins.2012.00162}, Abstract = {Research in neuroscience faces the challenge of integrating information across different spatial scales of brain function. A promising technique for harnessing information at a range of spatial scales is multivariate pattern analysis (MVPA) of functional magnetic resonance imaging (fMRI) data. While the prevalence of MVPA has increased dramatically in recent years, its typical implementations for classification of mental states utilize only a subset of the information encoded in local fMRI signals. We review published studies employing multivariate pattern classification since the technique's introduction, which reveal an extensive focus on the improved detection power that linear classifiers provide over traditional analysis techniques. We demonstrate using simulations and a searchlight approach, however, that non-linear classifiers are capable of extracting distinct information about interactions within a local region. We conclude that for spatially localized analyses, such as searchlight and region of interest, multiple classification approaches should be compared in order to match fMRI analyses to the properties of local circuits.}, Doi = {10.3389/fnins.2012.00162}, Key = {fds252276} } @article{fds252280, Author = {Coutlee, CG and Huettel, SA}, Title = {The functional neuroanatomy of decision making: prefrontal control of thought and action.}, Journal = {Brain Research}, Volume = {1428}, Pages = {3-12}, Year = {2012}, Month = {January}, ISSN = {0006-8993}, url = {http://dx.doi.org/10.1016/j.brainres.2011.05.053}, Abstract = {Humans exhibit a remarkable capacity for flexible thought and action. Despite changing internal needs and external context, individuals maintain stable goals and pursue purposeful action. Functional neuroimaging research examining the neural underpinnings of such behavioral flexibility has progressed within several distinct traditions, as evident in the largely separate literatures on "cognitive control" and on "decision making." Both topics investigate the formulation of desires and intentions, the integration of knowledge and context, and the resolution of conflict and uncertainty. Additionally, each recognizes the fundamental role of the prefrontal cortex in supporting flexible selection of behavior. But despite this notable overlap, neuroimaging studies in cognitive control and decision making have exerted only limited influence on each other, in part due to differences in their theoretical and experimental groundings. Additionally, the precise organization of control processing within prefrontal cortex has remained unclear, fostering an acceptance of vague descriptions of decision making in terms of canonical cognitive control functions such as "inhibition" or "self-control." We suggest a unifying role for models of the hierarchical organization of action selection within prefrontal cortex. These models provide an important conceptual link between decision-making phenomena and cognitive-control processes, potentially facilitating cross-fertilization between these topics.}, Doi = {10.1016/j.brainres.2011.05.053}, Key = {fds252280} } @article{fds252282, Author = {Paulsen, DJ and Carter, RMK and Platt, ML and Huettel, SA and Brannon, EM}, Title = {Neurocognitive development of risk aversion from early childhood to adulthood}, Journal = {Frontiers in Human Neuroscience}, Volume = {5}, Number = {JANUARY 2012}, Pages = {1-17}, Publisher = {FRONTIERS MEDIA SA}, Year = {2012}, Month = {January}, ISSN = {1662-5161}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000299563000001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=47d3190e77e5a3a53558812f597b0b92}, Abstract = {Human adults tend to avoid risk. In behavioral economic studies, risk aversion is manifest as a preference for sure gains over uncertain gains. However, children tend to be less averse to risk than adults. Given that many of the brain regions supporting decision-making under risk do not reach maturity until late adolescence or beyond it is possible that mature risk-averse behavior may emerge from the development of decision-making circuitry. To explore this hypothesis, we tested 5- to 8-year-old children, 14- to 16-year-old adolescents, and young adults in a risky-decision task during functional magnetic resonance imaging (fMRI) data acquisition. To our knowledge, this is the youngest sample of children in an fMRI decision-making task. We found a number of decision-related brain regions to increase in activation with age during decision-making, including areas associated with contextual memory retrieval and the incorporation of prior outcomes into the current decision-making strategy, e.g., insula, hippocampus, and amygdala. Further, children who were more riskaverse showed increased activation during decision-making in ventromedial prefrontal cortex and ventral striatum. Our findings indicate that the emergence of adult levels of risk aversion co-occurs with the recruitment of regions supporting decision-making under risk, including the integration of prior outcomes into current decision-making behavior. This pattern of results suggests that individual differences in the development of risk aversion may reflect differences in the maturation of these neural processes. © 2012 Paulsen, Carter, Platt, Huettel and Brannon.}, Doi = {10.3389/fnhum.2011.00178}, Key = {fds252282} } @article{fds252278, Author = {Engell, AD and Huettel, S and McCarthy, G}, Title = {The fMRI BOLD signal tracks electrophysiological spectral perturbations, not event-related potentials.}, Journal = {Neuroimage}, Volume = {59}, Number = {3}, Pages = {2600-2606}, Year = {2012}, Month = {February}, url = {http://www.ncbi.nlm.nih.gov/pubmed/21925278}, Abstract = {Functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) are primary tools of the psychological neurosciences. It is therefore important to understand the relationship between hemodynamic and electrophysiological responses. An early study by Huettel and colleagues found that the coupling of fMRI blood-oxygen-level-dependent signal (BOLD) and subdurally-recorded signal-averaged event-related potentials (ERPs) was not consistent across brain regions. Instead, a growing body of evidence now indicates that hemodynamic changes measured by fMRI reflect non-phase-locked changes in high frequency power rather than the phase-locked ERP. Here, we revisit the data from Huettel and colleagues and measure event-related spectral perturbations (ERSPs) to examine the time course of frequency changes. We found that, unlike the ERP, γ-ERSP power was consistently coupled with the hemodynamic response across three visual cortical regions. Stimulus duration modulated the BOLD signal and the γ-ERSP in the peri-calcarine and fusiform cortices, whereas there was no such modulation of either physiological signal in the lateral temporal-occipital cortex. This finding reconciles the original report with the more recent literature and demonstrates that the ERP and ERSP reflect dissociable aspects of neural activity.}, Doi = {10.1016/j.neuroimage.2011.08.079}, Key = {fds252278} } @article{fds252279, Author = {Huettel, SA and Kranton, RE}, Title = {Identity economics and the brain: uncovering the mechanisms of social conflict.}, Journal = {Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences}, Volume = {367}, Number = {1589}, Pages = {680-691}, Year = {2012}, Month = {March}, url = {http://www.ncbi.nlm.nih.gov/pubmed/22271784}, Abstract = {Social contexts can have dramatic effects on decisions. When individuals recognize each other as coming from the same social group, they can coordinate their actions towards a common goal. Conversely, information about group differences can lead to conflicts both economic and physical. Understanding how social information shapes decision processes is now a core goal both of behavioural economics and neuroeconomics. Here, we describe the foundations for research that combines the theoretical framework from identity economics with the experimental methods of neuroscience. Research at this intersection would fill important gaps in the literature not addressed by current approaches in either of these disciplines, nor within social neuroscience, psychology or other fields. We set forth a simple taxonomy of social contexts based on the information content they provide. And, we highlight the key questions that would be addressed by a new 'identity neuroeconomics'. Such research could serve as an important and novel link between the social and natural sciences.}, Doi = {10.1098/rstb.2011.0264}, Key = {fds252279} } @article{fds252272, Author = {Venkatraman, V and Huettel, SA}, Title = {Strategic control in decision-making under uncertainty.}, Journal = {The European Journal of Neuroscience}, Volume = {35}, Number = {7}, Pages = {1075-1082}, Year = {2012}, Month = {April}, ISSN = {0953-816X}, url = {http://dx.doi.org/10.1111/j.1460-9568.2012.08009.x}, Abstract = {Complex economic decisions - whether investing money for retirement or purchasing some new electronic gadget - often involve uncertainty about the likely consequences of our choices. Critical for resolving that uncertainty are strategic meta-decision processes, which allow people to simplify complex decision problems, evaluate outcomes against a variety of contexts, and flexibly match behavior to changes in the environment. In recent years, substantial research has implicated the dorsomedial prefrontal cortex (dmPFC) in the flexible control of behavior. However, nearly all such evidence comes from paradigms involving executive function or response selection, not complex decision-making. Here, we review evidence that demonstrates that the dmPFC contributes to strategic control in complex decision-making. This region contains a functional topography such that the posterior dmPFC supports response-related control, whereas the anterior dmPFC supports strategic control. Activation in the anterior dmPFC signals changes in how a decision problem is represented, which in turn can shape computational processes elsewhere in the brain. Based on these findings, we argue for both generalized contributions of the dmPFC to cognitive control, and specific computational roles for its subregions depending upon the task demands and context. We also contend that these strategic considerations are likely to be critical for decision-making in other domains, including interpersonal interactions in social settings.}, Doi = {10.1111/j.1460-9568.2012.08009.x}, Key = {fds252272} } @article{fds252273, Author = {Yoon, C and Gonzalez, R and Bechara, A and Berns, GS and Dagher, AA and Dubé, L and Huettel, SA and Kable, JW and Liberzon, I and Plassmann, H and Smidts, A and Spence, C}, Title = {Decision neuroscience and consumer decision making}, Journal = {Marketing Letters}, Volume = {23}, Number = {2}, Pages = {473-485}, Publisher = {Springer Nature}, Year = {2012}, Month = {June}, ISSN = {0923-0645}, url = {http://dx.doi.org/10.1007/s11002-012-9188-z}, Abstract = {This article proposes that neuroscience can shape future theory and models in consumer decision making and suggests ways that neuroscience methods can be used in decision-making research. The article argues that neuroscience facilitates better theory development and empirical testing by considering the physiological context and the role of constructs such as hunger, stress, and social influence on consumer choice and preferences. Neuroscience can also provide new explanations for different sources of heterogeneity within and across populations, suggest novel hypotheses with respect to choices and underlying mechanisms that accord with an understanding of biology, and allow for the use of neural data to make better predictions about consumer behavior. The article suggests that despite some challenges associated with incorporating neuroscience into research on consumer decision processes, the use of neuroscience paradigms will produce a deeper understanding of decision making that can lead to the development of more effective decision aids and interventions. © 2012 Springer Science+Business Media, LLC.}, Doi = {10.1007/s11002-012-9188-z}, Key = {fds252273} } @article{fds252281, Author = {Carter, RM and Bowling, DL and Reeck, C and Huettel, SA}, Title = {A distinct role of the temporal-parietal junction in predicting socially guided decisions.}, Journal = {Science (New York, N.Y.)}, Volume = {337}, Number = {6090}, Pages = {109-111}, Year = {2012}, Month = {July}, ISSN = {0036-8075}, url = {http://dx.doi.org/10.1126/science.1219681}, Abstract = {To make adaptive decisions in a social context, humans must identify relevant agents in the environment, infer their underlying strategies and motivations, and predict their upcoming actions. We used functional magnetic resonance imaging, in conjunction with combinatorial multivariate pattern analysis, to predict human participants' subsequent decisions in an incentive-compatible poker game. We found that signals from the temporal-parietal junction provided unique information about the nature of the upcoming decision, and that information was specific to decisions against agents who were both social and relevant for future behavior.}, Doi = {10.1126/science.1219681}, Key = {fds252281} } @article{fds252277, Author = {Huettel, SA}, Title = {Event-related fMRI in cognition.}, Journal = {Neuroimage}, Volume = {62}, Number = {2}, Pages = {1152-1156}, Year = {2012}, Month = {August}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1016/j.neuroimage.2011.08.113}, Abstract = {A primary advantage of functional magnetic resonance imaging (fMRI) over other techniques in neuroscience is its flexibility. Researchers have used fMRI to study a remarkable diversity of topics, from basic processes of perception and memory, to the complex mechanisms of economic decision making and moral cognition. The chief contributor to this experimental flexibility-indeed, to the growth of fMRI itself-has been the development of event-related experimental designs and associated analyses. The core idea of an event-related design, as first articulated in the late 1990s, is the separation of cognitive processes into discrete points in time (i.e., "events") allowing differentiation of their associated fMRI signals. By modeling brain function as a series of transient changes, rather than as an ongoing state, event-related fMRI allowed researchers to create much more complex paradigms and more dynamic analysis methods. Yet, this flexibility came with a cost. As the complexity of experimental designs increased, fMRI analyses became increasingly abstracted from the original data, which in turn has had consequences both positive (e.g., greater use of model-based fMRI) and negative (e.g., fewer articles plot the timing of activation). And, as event-related methods have become ubiquitous, they no longer represent a distinct category of fMRI research. In a real sense, event-related fMRI has now become, simply, fMRI.}, Doi = {10.1016/j.neuroimage.2011.08.113}, Key = {fds252277} } @article{fds252275, Author = {Levallois, C and Clithero, JA and Wouters, P and Smidts, A and Huettel, SA}, Title = {Translating upwards: linking the neural and social sciences via neuroeconomics.}, Journal = {Nature Reviews. Neuroscience}, Volume = {13}, Number = {11}, Pages = {789-797}, Year = {2012}, Month = {November}, ISSN = {1471-003X}, url = {http://dx.doi.org/10.1038/nrn3354}, Abstract = {The social and neural sciences share a common interest in understanding the mechanisms that underlie human behaviour. However, interactions between neuroscience and social science disciplines remain strikingly narrow and tenuous. We illustrate the scope and challenges for such interactions using the paradigmatic example of neuroeconomics. Using quantitative analyses of both its scientific literature and the social networks in its intellectual community, we show that neuroeconomics now reflects a true disciplinary integration, such that research topics and scientific communities with interdisciplinary span exert greater influence on the field. However, our analyses also reveal key structural and intellectual challenges in balancing the goals of neuroscience with those of the social sciences. To address these challenges, we offer a set of prescriptive recommendations for directing future research in neuroeconomics.}, Doi = {10.1038/nrn3354}, Key = {fds252275} } @article{fds220100, Author = {Stanton, S.J. and Reeck, C. and Huettel, S.A. and LaBar, K.S.}, Title = {Affective states and cognitive contexts: Induced moods alter the influence of frames on economic choices}, Journal = {Judgment and Decision Making}, Year = {2013}, Key = {fds220100} } @article{fds252250, Author = {Appelbaum, L and Beam, E and Jack, J and Moody, J and Huettel, S}, Title = {NEURORHETORIC: MAPPING THE SEMANTIC STRUCTURE OF COGNITIVE NEUROSCIENCE}, Journal = {Journal of Cognitive Neuroscience}, Pages = {260-261}, Publisher = {M I T PRESS}, Year = {2013}, Month = {January}, ISSN = {0898-929X}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000317030501416&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=47d3190e77e5a3a53558812f597b0b92}, Key = {fds252250} } @article{fds330180, Author = {Martin, RS and Appelbaum, LG and Huettel, SA and Woldorff, MG}, Title = {NEURAL SIGNATURES OF VALUE-DRIVEN ATTENTIONAL CAPTURE PREDICT INDIVIDUAL DIFFERENCES IN ECONOMIC CHOICE}, Journal = {Journal of Cognitive Neuroscience}, Pages = {208-208}, Publisher = {M I T PRESS}, Year = {2013}, Month = {January}, Key = {fds330180} } @article{fds252229, Author = {Ruff, CC and Huettel, SA}, Title = {Experimental Methods in Cognitive Neuroscience}, Pages = {77-108}, Booktitle = {Neuroeconomics (2nd Edition)}, Publisher = {Elsevier}, Editor = {Glimcher, P. and Fehr, E.}, Year = {2013}, Month = {January}, url = {http://dx.doi.org/10.1016/B978-0-12-416008-8.00006-1}, Abstract = {The growth of neuroeconomics as an academic discipline has been inextricably tied to the development of research methods to study brain function and its relationship to behavior. The aim of this chapter is to give an overview of these methods at a cursory level, while at the same time referring the reader to excellent textbooks and primary research articles for more in-depth information. The chapter focuses primarily on the conceptual issues involved in choosing a research technique and evaluating results using different techniques. As such, it is primarily intended for those who are new to neuroeconomics and cognitive neuroscience and who seek guidance on how to evaluate the strengths and limitations of published work. Accordingly, each technique is introduced in conjunction with specific examples drawn from recent neuroeconomic studies. © 2014 Elsevier Inc. All rights reserved.}, Doi = {10.1016/B978-0-12-416008-8.00006-1}, Key = {fds252229} } @article{fds252245, Author = {Carter, RM and Huettel, SA}, Title = {Learning from silver linings.}, Journal = {Frontiers in Neuroscience}, Volume = {7}, Pages = {80}, Year = {2013}, Month = {January}, ISSN = {1662-4548}, url = {http://www.ncbi.nlm.nih.gov/pubmed/23734092}, Doi = {10.3389/fnins.2013.00080}, Key = {fds252245} } @article{fds252247, Author = {Camerer, C and Smith, A and Kuhnen, CM and Wargo, DT and Samanez-Larkin, G and Montague, R and Levy, DJ and Smith, D and Meshi, D and Kenning, PH and Clithero, J and Weber, B and Hare, T and Huettel, S and Josephson, C and d'Acremont, M and Knoch, D and Krajbich, I and De Martino and B and Mohr, PNC and Barton, J and Halko, M-L and Chick, CF and Gianotti, L and Heekeren, HR}, Title = {Correspondence Are Cognitive Functions Localizable?}, Journal = {The Journal of Economic Perspectives : a Journal of the American Economic Association}, Volume = {27}, Number = {2}, Pages = {247-250}, Publisher = {AMER ECONOMIC ASSOC}, Year = {2013}, Month = {March}, ISSN = {0895-3309}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000318610700012&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=47d3190e77e5a3a53558812f597b0b92}, Key = {fds252247} } @article{fds252248, Author = {San Martín and R and Appelbaum, LG and Pearson, JM and Huettel, SA and Woldorff, MG}, Title = {Rapid brain responses independently predict gain maximization and loss minimization during economic decision making.}, Journal = {Journal of Neuroscience}, Volume = {33}, Number = {16}, Pages = {7011-7019}, Year = {2013}, Month = {April}, url = {http://www.ncbi.nlm.nih.gov/pubmed/23595758}, Abstract = {Success in many decision-making scenarios depends on the ability to maximize gains and minimize losses. Even if an agent knows which cues lead to gains and which lead to losses, that agent could still make choices yielding suboptimal rewards. Here, by analyzing event-related potentials (ERPs) recorded in humans during a probabilistic gambling task, we show that individuals' behavioral tendencies to maximize gains and to minimize losses are associated with their ERP responses to the receipt of those gains and losses, respectively. We focused our analyses on ERP signals that predict behavioral adjustment: the frontocentral feedback-related negativity (FRN) and two P300 (P3) subcomponents, the frontocentral P3a and the parietal P3b. We found that, across participants, gain maximization was predicted by differences in amplitude of the P3b for suboptimal versus optimal gains (i.e., P3b amplitude difference between the least good and the best gains). Conversely, loss minimization was predicted by differences in the P3b amplitude to suboptimal versus optimal losses (i.e., difference between the worst and the least bad losses). Finally, we observed that the P3a and P3b, but not the FRN, predicted behavioral adjustment on subsequent trials, suggesting a specific adaptive mechanism by which prior experience may alter ensuing behavior. These findings indicate that individual differences in gain maximization and loss minimization are linked to individual differences in rapid neural responses to monetary outcomes.}, Doi = {10.1523/JNEUROSCI.4242-12.2013}, Key = {fds252248} } @article{fds252249, Author = {Libedinsky, C and Massar, SAA and Ling, A and Chee, W and Huettel, SA and Chee, MWL}, Title = {Sleep deprivation alters effort discounting but not delay discounting of monetary rewards.}, Journal = {Sleep}, Volume = {36}, Number = {6}, Pages = {899-904}, Year = {2013}, Month = {June}, url = {http://www.ncbi.nlm.nih.gov/pubmed/23729933}, Abstract = {<h4>Study objectives</h4>To determine whether sleep deprivation would affect the discounting of delayed rewards, of rewards entailing the expense of effort, or both.<h4>Design</h4>We measured rates of two types of reward discounting under conditions of rested wakefulness (RW) and sleep deprivation (SD). Delay discounting was defined as the willingness to accept smaller monetary rewards sooner rather than larger monetary rewards later. Effort discounting was defined as the willingness to accept smaller rewards that require less effort to obtain (e.g., typing a small number of letter strings backward) over larger but more effortful rewards (e.g., typing more letter strings to receive the reward). The first two experiments used a crossover design in which one session was conducted after a normal night of sleep (RW), and the other after a night without sleep (SD). The first experiment evaluated only temporal discounting whereas the second evaluated temporal and effort discounting. In the second experiment, the discounting tasks were repeatedly administered prior to the state comparisons to minimize the effects of order and/or repeated testing. In a third experiment, participants were studied only once in a between-subject evaluation of discounting across states.<h4>Setting</h4>The study took place in a research laboratory.<h4>Participants</h4>Seventy-seven healthy young adult participants: 20 in Experiment 1, 27 in Experiment 2, and 30 in Experiment 3.<h4>Interventions</h4>N/A.<h4>Measurements and results</h4>Sleep deprivation elicited increased effort discounting but did not affect delay discounting.<h4>Conclusions</h4>The dissociable effects of sleep deprivation on two forms of discounting behavior suggest that they may have differing underlying neural mechanisms.}, Doi = {10.5665/sleep.2720}, Key = {fds252249} } @article{fds252243, Author = {Carter, RM and Huettel, SA}, Title = {A nexus model of the temporal-parietal junction.}, Journal = {Trends in Cognitive Sciences}, Volume = {17}, Number = {7}, Pages = {328-336}, Year = {2013}, Month = {July}, ISSN = {1364-6613}, url = {http://dx.doi.org/10.1016/j.tics.2013.05.007}, Abstract = {The temporal-parietal junction (TPJ) has been proposed to support either specifically social functions or non-specific processes of cognition such as memory and attention. To account for diverse prior findings, we propose a nexus model for TPJ function: overlap of basic processes produces novel secondary functions at their convergence. We present meta-analytic evidence that is consistent with the anatomical convergence of attention, memory, language, and social processing in the TPJ, leading to a higher-order role in the creation of a social context for behavior. The nexus model accounts for recent examples of TPJ contributions specifically to decision making in a social context and provides a potential reconciliation for competing claims about TPJ function.}, Doi = {10.1016/j.tics.2013.05.007}, Key = {fds252243} } @article{fds252244, Author = {Winecoff, A and Clithero, JA and Carter, RM and Bergman, SR and Wang, L and Huettel, SA}, Title = {Ventromedial prefrontal cortex encodes emotional value.}, Journal = {Journal of Neuroscience}, Volume = {33}, Number = {27}, Pages = {11032-11039}, Year = {2013}, Month = {July}, url = {http://www.ncbi.nlm.nih.gov/pubmed/23825408}, Abstract = {The ventromedial prefrontal cortex (vmPFC) plays a critical role in processing appetitive stimuli. Recent investigations have shown that reward value signals in the vmPFC can be altered by emotion regulation processes; however, to what extent the processing of positive emotion relies on neural regions implicated in reward processing is unclear. Here, we investigated the effects of emotion regulation on the valuation of emotionally evocative images. Two independent experimental samples of human participants performed a cognitive reappraisal task while undergoing fMRI. The experience of positive emotions activated the vmPFC, whereas the regulation of positive emotions led to relative decreases in vmPFC activation. During the experience of positive emotions, vmPFC activation tracked participants' own subjective ratings of the valence of stimuli. Furthermore, vmPFC activation also tracked normative valence ratings of the stimuli when participants were asked to experience their emotions, but not when asked to regulate them. A separate analysis of the predictive power of vmPFC on behavior indicated that even after accounting for normative stimulus ratings and condition, increased signal in the vmPFC was associated with more positive valence ratings. These results suggest that the vmPFC encodes a domain-general value signal that tracks the value of not only external rewards, but also emotional stimuli.}, Doi = {10.1523/JNEUROSCI.4317-12.2013}, Key = {fds252244} } @article{fds252246, Author = {De Bellis, MD and Wang, L and Bergman, SR and Yaxley, RH and Hooper, SR and Huettel, SA}, Title = {Neural mechanisms of risky decision-making and reward response in adolescent onset cannabis use disorder.}, Journal = {Drug Alcohol Depend}, Volume = {133}, Number = {1}, Pages = {134-145}, Year = {2013}, Month = {November}, ISSN = {0376-8716}, url = {http://www.ncbi.nlm.nih.gov/pubmed/23773952}, Abstract = {BACKGROUND: Neural mechanisms of decision-making and reward response in adolescent cannabis use disorder (CUD) are underexplored. METHODS: Three groups of male adolescents were studied: CUD in full remission (n=15); controls with psychopathology without substance use disorder history (n=23); and healthy controls (n=18). We investigated neural processing of decision-making and reward under conditions of varying risk and uncertainty with the Decision-Reward Uncertainty Task while participants were scanned using functional magnetic resonance imaging. RESULTS: Abstinent adolescents with CUD compared to controls with psychopathology showed hyperactivation in one cluster that spanned left superior parietal lobule/left lateral occipital cortex/precuneus while making risky decisions that involved uncertainty, and hypoactivation in left orbitofrontal cortex to rewarded outcomes compared to no-reward after making risky decisions. Post hoc region of interest analyses revealed that both control groups significantly differed from the CUD group (but not from each other) during both the decision-making and reward outcome phase of the Decision-Reward Uncertainty Task. In the CUD group, orbitofrontal activations to reward significantly and negatively correlated with total number of individual drug classes the CUD patients experimented with prior to treatment. CUD duration significantly and negatively correlated with orbitofrontal activations to no-reward. CONCLUSIONS: The adolescent CUD group demonstrated distinctly different activation patterns during risky decision-making and reward processing (after risky decision-making) compared to both the controls with psychopathology and healthy control groups. These findings suggest that neural differences in risky decision-making and reward processes are present in adolescent addiction, persist after remission from first CUD treatment, and may contribute to vulnerability for adolescent addiction.}, Doi = {10.1016/j.drugalcdep.2013.05.020}, Key = {fds252246} } @article{fds252230, Author = {Smidts, A and Hsu, M and Sanfey, AG and Boksem, MAS and Ebstein, RB and Huettel, SA and Kable, JW and Karmarkar, UR and Kitayama, S and Knutson, B and Liberzon, I and Lohrenz, T and Stallen, M and Yoon, C}, Title = {Advancing consumer neuroscience}, Journal = {Marketing Letters}, Volume = {25}, Number = {3}, Pages = {257-267}, Publisher = {Springer Nature}, Year = {2014}, ISSN = {0923-0645}, url = {http://dx.doi.org/10.1007/s11002-014-9306-1}, Doi = {10.1007/s11002-014-9306-1}, Key = {fds252230} } @article{fds252219, Author = {Li, R and Brannon, EM and Huettel, SA}, Title = {Children do not exhibit ambiguity aversion despite intact familiarity bias.}, Journal = {Frontiers in Psychology}, Volume = {5}, Pages = {1519}, Year = {2014}, Month = {January}, url = {http://dx.doi.org/10.3389/fpsyg.2014.01519}, Abstract = {The phenomenon of ambiguity aversion, in which risky gambles with known probabilities are preferred over ambiguous gambles with unknown probabilities, has been thoroughly documented in adults but never measured in children. Here, we use two distinct tasks to investigate ambiguity preferences of children (8- to 9-year-olds) and a comparison group of adults (19- to 27-year-olds). Across three separate measures, we found evidence for significant ambiguity aversion in adults but not in children and for greater ambiguity aversion in adults compared to children. As ambiguity aversion in adults has been theorized to result from a preference to bet on the known and avoid the unfamiliar, we separately measured familiarity bias and found that children, like adults, are biased towards the familiar. Our findings indicate that ambiguity aversion emerges across the course of development between childhood and adolescence, while a familiarity bias is already present in childhood.}, Doi = {10.3389/fpsyg.2014.01519}, Key = {fds252219} } @article{fds252221, Author = {Kwak, Y and Pearson, J and Huettel, SA}, Title = {Differential reward learning for self and others predicts self-reported altruism.}, Journal = {Plos One}, Volume = {9}, Number = {9}, Pages = {e107621}, Year = {2014}, Month = {January}, url = {http://dx.doi.org/10.1371/journal.pone.0107621}, Abstract = {In social environments, decisions not only determine rewards for oneself but also for others. However, individual differences in pro-social behaviors have been typically studied through self-report. We developed a decision-making paradigm in which participants chose from card decks with differing rewards for themselves and charity; some decks gave similar rewards to both, while others gave higher rewards for one or the other. We used a reinforcement-learning model that estimated each participant's relative weighting of self versus charity reward. As shown both in choices and model parameters, individuals who showed relatively better learning of rewards for charity--compared to themselves--were more likely to engage in pro-social behavior outside of a laboratory setting indicated by self-report. Overall rates of reward learning, however, did not predict individual differences in pro-social tendencies. These results support the idea that biases toward learning about social rewards are associated with one's altruistic tendencies.}, Doi = {10.1371/journal.pone.0107621}, Key = {fds252221} } @article{fds252226, Author = {Smidts, A and Hsu, M and Sanfey, AG and Boksem, MAS and Ebstein, RB and Huettel, SA and Kable, JW and Karmarkar, UR and Kitayama, S and Knutson, B and Liberzon, I and Lohrenz, T and Stallen, M and Yoon, C}, Title = {Advancing consumer neuroscience}, Journal = {Marketing Letters}, Volume = {25}, Number = {3}, Pages = {257-267}, Year = {2014}, Month = {January}, ISSN = {0923-0645}, url = {http://dx.doi.org/10.1007/s11002-014-9306-1}, Abstract = {In the first decade of consumer neuroscience, strong progress has been made in understanding how neuroscience can inform consumer decision making. Here, we sketch the development of this discipline and compare it to that of the adjacent field of neuroeconomics. We describe three new frontiers for ongoing progress at both theoretical and applied levels. First, the field will broaden its boundaries to include genetics and molecular neuroscience, each of which will provide important new insights into individual differences in decision making. Second, recent advances in computational methods will improve the accuracy and out-of-sample generalizability of predicting decisions from brain activity. Third, sophisticated meta-analyses will help consumer neuroscientists to synthesize the growing body of knowledge, providing evidence for consistency and specificity of brain activations and their reliability as measurements of consumer behavior. © 2014 Springer Science+Business Media New York.}, Doi = {10.1007/s11002-014-9306-1}, Key = {fds252226} } @article{fds252233, Author = {Stanton, SJ and Reeck, C and Huettel, SA and LaBar, KS}, Title = {Effects of induced moods on economic choices}, Journal = {Judgment and Decision Making}, Volume = {9}, Number = {2}, Pages = {167-175}, Year = {2014}, Month = {January}, ISSN = {1930-2975}, Abstract = {Emotions can shape decision processes by altering valuation signals, risk perception, and strategic orientation. Although multiple theories posit a role for affective processes in mediating the influence of frames on decision making, empirical studies have yet to demonstrate that manipulated affect modulates framing phenomena. The present study asked whether induced affective states alter gambling propensity and the influence of frames on decision making. In a between-subjects design, we induced mood (happy, sad, or neutral) in subjects (N=91) via films that were interleaved with the framing task. Happy mood induction increased gambling and apparently accentuated framing effects compared to sad mood induction, although the effect on framing could have resulted from the fact that the increased tendency to gamble made the framing measure more sensitive. Happy mood induction increased gambling, but not framing magnitude, compared to neutral mood induction. Subjects experiencing a sad mood induction did not exhibit behavioral differences from those experiencing a neutral mood. For those subjects who experienced the happy mood induction, both gambling propensity and framing magnitude were positively correlated with the magnitude of the change in their mood valence. We discuss the broader implications of mood effects on real-world economic decisions. © 2013.}, Key = {fds252233} } @misc{fds252238, Author = {Utevsky, AV and Smith, DV and Huettel, SA}, Title = {Precuneus is a functional core of the default-mode network.}, Journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, Volume = {34}, Number = {3}, Pages = {932-940}, Year = {2014}, Month = {January}, ISSN = {0270-6474}, url = {http://dx.doi.org/10.1523/jneurosci.4227-13.2014}, Abstract = {Efforts to understand the functional architecture of the brain have consistently identified multiple overlapping large-scale neural networks that are observable across multiple states. Despite the ubiquity of these networks, it remains unclear how regions within these large-scale neural networks interact to orchestrate behavior. Here, we collected functional magnetic resonance imaging data from 188 human subjects who engaged in three cognitive tasks and a resting-state scan. Using multiple tasks and a large sample allowed us to use split-sample validations to test for replication of results. We parceled the task-rest pairs into functional networks using a probabilistic spatial independent components analysis. We examined changes in connectivity between task and rest states using dual-regression analysis, which quantifies voxelwise connectivity estimates for each network of interest while controlling for the influence of signals arising from other networks and artifacts. Our analyses revealed systematic state-dependent functional connectivity in one brain region: the precuneus. Specifically, task performance led to increased connectivity (compared to rest) between the precuneus and the left frontoparietal network (lFPN), whereas rest increased connectivity between the precuneus and the default-mode network (DMN). The absolute magnitude of this effect was greater for DMN, suggesting a heightened specialization for resting-state cognition. All results replicated within the two independent samples. Our results indicate that the precuneus plays a core role not only in DMN, but also more broadly through its engagement under a variety of processing states.}, Doi = {10.1523/jneurosci.4227-13.2014}, Key = {fds252238} } @article{fds252236, Author = {Damiano, CR and Aloi, J and Dunlap, K and Burrus, CJ and Mosner, MG and Kozink, RV and McLaurin, RE and Mullette-Gillman, OA and Carter, RM and Huettel, SA and McClernon, FJ and Ashley-Koch, A and Dichter, GS}, Title = {Association between the oxytocin receptor (OXTR) gene and mesolimbic responses to rewards.}, Journal = {Molecular Autism}, Volume = {5}, Number = {1}, Pages = {7}, Year = {2014}, Month = {January}, url = {http://dx.doi.org/10.1186/2040-2392-5-7}, Abstract = {BACKGROUND: There has been significant progress in identifying genes that confer risk for autism spectrum disorders (ASDs). However, the heterogeneity of symptom presentation in ASDs impedes the detection of ASD risk genes. One approach to understanding genetic influences on ASD symptom expression is to evaluate relations between variants of ASD candidate genes and neural endophenotypes in unaffected samples. Allelic variations in the oxytocin receptor (OXTR) gene confer small but significant risk for ASDs for which the underlying mechanisms may involve associations between variability in oxytocin signaling pathways and neural response to rewards. The purpose of this preliminary study was to investigate the influence of allelic variability in the OXTR gene on neural responses to monetary rewards in healthy adults using functional magnetic resonance imaging (fMRI). METHODS: The moderating effects of three single nucleotide polymorphisms (SNPs) (rs1042778, rs2268493 and rs237887) of the OXTR gene on mesolimbic responses to rewards were evaluated using a monetary incentive delay fMRI task. RESULTS: T homozygotes of the rs2268493 SNP demonstrated relatively decreased activation in mesolimbic reward circuitry (including the nucleus accumbens, amygdala, insula, thalamus and prefrontal cortical regions) during the anticipation of rewards but not during the outcome phase of the task. Allelic variation of the rs1042778 and rs237887 SNPs did not moderate mesolimbic activation during either reward anticipation or outcomes. CONCLUSIONS: This preliminary study suggests that the OXTR SNP rs2268493, which has been previously identified as an ASD risk gene, moderates mesolimbic responses during reward anticipation. Given previous findings of decreased mesolimbic activation during reward anticipation in ASD, the present results suggest that OXTR may confer ASD risk via influences on the neural systems that support reward anticipation.}, Doi = {10.1186/2040-2392-5-7}, Key = {fds252236} } @article{fds252234, Author = {Crozier, JC and Wang, L and Huettel, SA and De Bellis, MD}, Title = {Neural correlates of cognitive and affective processing in maltreated youth with posttraumatic stress symptoms: does gender matter?}, Journal = {Dev Psychopathol}, Volume = {26}, Number = {2}, Pages = {491-513}, Year = {2014}, Month = {May}, ISSN = {0954-5794}, url = {http://dx.doi.org/10.1017/S095457941400008X}, Abstract = {We investigated the relationship of gender to cognitive and affective processing in maltreated youth with posttraumatic stress disorder symptoms using functional magnetic resonance imaging. Maltreated (N = 29, 13 females, 16 males) and nonmaltreated participants (N = 45, 26 females, 19 males) performed an emotional oddball task that involved detection of targets with fear or scrambled face distractors. Results were moderated by gender. During the executive component of this task, left precuneus/posterior middle cingulate hypoactivation to fear versus calm or scrambled face targets were seen in maltreated versus control males and may represent dysfunction and less resilience in attentional networks. Maltreated males also showed decreased activation in the inferior frontal gyrus compared to control males. No differences were found in females. Posterior cingulate activations positively correlated with posttraumatic stress disorder symptoms. While viewing fear faces, maltreated females exhibited decreased activity in the dorsomedial prefrontal cortex and cerebellum I-VI, whereas maltreated males exhibited increased activity in the left hippocampus, fusiform cortex, right cerebellar crus I, and visual cortex compared to their same-gender controls. Gender by maltreatment effects were not attributable to demographic, clinical, or maltreatment parameters. Maltreated girls and boys exhibited distinct patterns of neural activations during executive and affective processing, a new finding in the maltreatment literature.}, Doi = {10.1017/S095457941400008X}, Key = {fds252234} } @article{fds252235, Author = {Smith, DV and Utevsky, AV and Bland, AR and Clement, N and Clithero, JA and Harsch, AEW and McKell Carter and R and Huettel, SA}, Title = {Characterizing individual differences in functional connectivity using dual-regression and seed-based approaches.}, Journal = {Neuroimage}, Volume = {95}, Pages = {1-12}, Year = {2014}, Month = {July}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1016/j.neuroimage.2014.03.042}, Abstract = {A central challenge for neuroscience lies in relating inter-individual variability to the functional properties of specific brain regions. Yet, considerable variability exists in the connectivity patterns between different brain areas, potentially producing reliable group differences. Using sex differences as a motivating example, we examined two separate resting-state datasets comprising a total of 188 human participants. Both datasets were decomposed into resting-state networks (RSNs) using a probabilistic spatial independent component analysis (ICA). We estimated voxel-wise functional connectivity with these networks using a dual-regression analysis, which characterizes the participant-level spatiotemporal dynamics of each network while controlling for (via multiple regression) the influence of other networks and sources of variability. We found that males and females exhibit distinct patterns of connectivity with multiple RSNs, including both visual and auditory networks and the right frontal-parietal network. These results replicated across both datasets and were not explained by differences in head motion, data quality, brain volume, cortisol levels, or testosterone levels. Importantly, we also demonstrate that dual-regression functional connectivity is better at detecting inter-individual variability than traditional seed-based functional connectivity approaches. Our findings characterize robust-yet frequently ignored-neural differences between males and females, pointing to the necessity of controlling for sex in neuroscience studies of individual differences. Moreover, our results highlight the importance of employing network-based models to study variability in functional connectivity.}, Doi = {10.1016/j.neuroimage.2014.03.042}, Key = {fds252235} } @article{fds252232, Author = {Beam, E and Appelbaum, LG and Jack, J and Moody, J and Huettel, SA}, Title = {Mapping the semantic structure of cognitive neuroscience.}, Journal = {J Cogn Neurosci}, Volume = {26}, Number = {9}, Pages = {1949-1965}, Year = {2014}, Month = {September}, ISSN = {0898-929X}, url = {http://hdl.handle.net/10161/10645 Duke open access}, Abstract = {Cognitive neuroscience, as a discipline, links the biological systems studied by neuroscience to the processing constructs studied by psychology. By mapping these relations throughout the literature of cognitive neuroscience, we visualize the semantic structure of the discipline and point to directions for future research that will advance its integrative goal. For this purpose, network text analyses were applied to an exhaustive corpus of abstracts collected from five major journals over a 30-month period, including every study that used fMRI to investigate psychological processes. From this, we generate network maps that illustrate the relationships among psychological and anatomical terms, along with centrality statistics that guide inferences about network structure. Three terms--prefrontal cortex, amygdala, and anterior cingulate cortex--dominate the network structure with their high frequency in the literature and the density of their connections with other neuroanatomical terms. From network statistics, we identify terms that are understudied compared with their importance in the network (e.g., insula and thalamus), are underspecified in the language of the discipline (e.g., terms associated with executive function), or are imperfectly integrated with other concepts (e.g., subdisciplines like decision neuroscience that are disconnected from the main network). Taking these results as the basis for prescriptive recommendations, we conclude that semantic analyses provide useful guidance for cognitive neuroscience as a discipline, both by illustrating systematic biases in the conduct and presentation of research and by identifying directions that may be most productive for future research.}, Doi = {10.1162/jocn_a_00604}, Key = {fds252232} } @article{fds252228, Author = {Murty, VP and Shermohammed, M and Smith, DV and Carter, RM and Huettel, SA and Adcock, RA}, Title = {Resting state networks distinguish human ventral tegmental area from substantia nigra.}, Journal = {Neuroimage}, Volume = {100}, Pages = {580-589}, Year = {2014}, Month = {October}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1016/j.neuroimage.2014.06.047}, Abstract = {Dopaminergic networks modulate neural processing across a spectrum of function from perception to learning to action. Multiple organizational schemes based on anatomy and function have been proposed for dopaminergic nuclei in the midbrain. One schema originating in rodent models delineated ventral tegmental area (VTA), implicated in complex behaviors like addiction, from more lateral substantia nigra (SN), preferentially implicated in movement. However, because anatomy and function in rodent midbrain differs from the primate midbrain in important ways, the utility of this distinction for human neuroscience has been questioned. We asked whether functional definition of networks within the human dopaminergic midbrain would recapitulate this traditional anatomical topology. We first developed a method for reliably defining SN and VTA in humans at conventional MRI resolution. Hand-drawn VTA and SN regions-of-interest (ROIs) were constructed for 50 participants, using individually-localized anatomical landmarks and signal intensity. Individual segmentation was used in seed-based functional connectivity analysis of resting-state functional MRI data; results of this analysis recapitulated traditional anatomical targets of the VTA versus SN. Next, we constructed a probabilistic atlas of the VTA, SN, and the dopaminergic midbrain region (comprised of SN plus VTA) from individual hand-drawn ROIs. The combined probabilistic (SN plus VTA) ROI was then used for connectivity-based dual-regression analysis in two independent resting-state datasets (n = 69 and n = 79). Results of the connectivity-based, dual-regression functional segmentation recapitulated results of the anatomical segmentation, validating the utility of this probabilistic atlas for future research.}, Doi = {10.1016/j.neuroimage.2014.06.047}, Key = {fds252228} } @article{fds252224, Author = {Lighthall, NR and Huettel, SA and Cabeza, R}, Title = {Functional compensation in the ventromedial prefrontal cortex improves memory-dependent decisions in older adults.}, Journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, Volume = {34}, Number = {47}, Pages = {15648-15657}, Year = {2014}, Month = {November}, ISSN = {0270-6474}, url = {http://dx.doi.org/10.1523/jneurosci.2888-14.2014}, Abstract = {Everyday consumer choices frequently involve memory, as when we retrieve information about consumer products when making purchasing decisions. In this context, poor memory may affect decision quality, particularly in individuals with memory decline, such as older adults. However, age differences in choice behavior may be reduced if older adults can recruit additional neural resources that support task performance. Although such functional compensation is well documented in other cognitive domains, it is presently unclear whether it can support memory-guided decision making and, if so, which brain regions play a role in compensation. The current study engaged younger and older humans in a memory-dependent choice task in which pairs of consumer products from a popular online-shopping site were evaluated with different delays between the first and second product. Using functional imaging (fMRI), we found that the ventromedial prefrontal cortex (vmPFC) supports compensation as defined by three a priori criteria: (1) increased vmPFC activation was observed in older versus younger adults; (2) age-related increases in vmPFC activity were associated with increased retrieval demands; and (3) increased vmPFC activity was positively associated with performance in older adults-evidence of successful compensation. Extending these results, we observed evidence for compensation in connectivity between vmPFC and the dorsolateral PFC during memory-dependent choice. In contrast, we found no evidence for age differences in value-related processing or age-related compensation for choices without delayed retrieval. Together, these results converge on the conclusion that age-related decline in memory-dependent choice performance can be minimized via functional compensation in vmPFC.}, Doi = {10.1523/jneurosci.2888-14.2014}, Key = {fds252224} } @article{fds252225, Author = {Venkatraman, V and Payne, JW and Huettel, SA}, Title = {An overall probability of winning heuristic for complex risky decisions: Choice and eye fixation evidence}, Journal = {Organizational Behavior and Human Decision Processes}, Volume = {125}, Number = {2}, Pages = {73-87}, Year = {2014}, Month = {November}, ISSN = {0749-5978}, url = {http://dx.doi.org/10.1016/j.obhdp.2014.06.003}, Abstract = {When faced with multi-outcome gambles involving possibilities of both gains and losses, people often use a simple heuristic that maximizes the overall probability of winning (Pwin). Across three different studies, using choice data as well as process data from eye tracking, we demonstrate that the Pwin heuristic is a frequently used strategy for decisions involving complex (multiple outcome) mixed gambles. Crucially, we show systematic contextual and individual differences in the use of Pwin heuristic. We discuss the implication of these findings in the context of the broader debate about single versus multiple strategies in risky choice, and the need to extend the study of risky decision making from simple to more complex gambles.}, Doi = {10.1016/j.obhdp.2014.06.003}, Key = {fds252225} } @article{fds252237, Author = {Smith, DV and Clithero, JA and Boltuck, SE and Huettel, SA}, Title = {Functional connectivity with ventromedial prefrontal cortex reflects subjective value for social rewards.}, Journal = {Social Cognitive and Affective Neuroscience}, Volume = {9}, Number = {12}, Pages = {2017-2025}, Year = {2014}, Month = {December}, ISSN = {1749-5016}, url = {http://dx.doi.org/10.1093/scan/nsu005}, Abstract = {According to many studies, the ventromedial prefrontal cortex (VMPFC) encodes the subjective value of disparate rewards on a common scale. Yet, a host of other reward factors-likely represented outside of VMPFC-must be integrated to construct such signals for valuation. Using functional magnetic resonance imaging (fMRI), we tested whether the interactions between posterior VMPFC and functionally connected brain regions predict subjective value. During fMRI scanning, participants rated the attractiveness of unfamiliar faces. We found that activation in dorsal anterior cingulate cortex, anterior VMPFC and caudate increased with higher attractiveness ratings. Using data from a post-scan task in which participants spent money to view attractive faces, we quantified each individual's subjective value for attractiveness. We found that connectivity between posterior VMPFC and regions frequently modulated by social information-including the temporal-parietal junction (TPJ) and middle temporal gyrus-was correlated with individual differences in subjective value. Crucially, these additional regions explained unique variation in subjective value beyond that extracted from value regions alone. These findings indicate not only that posterior VMPFC interacts with additional brain regions during valuation, but also that these additional regions carry information employed to construct the subjective value for social reward.}, Doi = {10.1093/scan/nsu005}, Key = {fds252237} } @article{fds252220, Author = {Young, JS and Smith, DV and Coutlee, CG and Huettel, SA}, Title = {Synchrony between sensory and cognitive networks is associated with subclinical variation in autistic traits}, Journal = {Frontiers in Human Neuroscience}, Volume = {9}, Number = {MAR}, Publisher = {FRONTIERS MEDIA SA}, Year = {2015}, Month = {March}, url = {http://hdl.handle.net/10161/10251 Duke open access}, Abstract = {Individuals with autistic spectrum disorders exhibit distinct personality traits linked to attentional, social, and affective functions, and those traits are expressed with varying levels of severity in the neurotypical and subclinical population. Variation in autistic traits has been linked to reduced functional and structural connectivity (i.e., underconnectivity, or reduced synchrony) with neural networks modulated by attentional, social, and affective functions. Yet, it remains unclear whether reduced synchrony between these neural networks contributes to autistic traits. To investigate this issue, we used functional magnetic resonance imaging to record brain activation while neurotypical participants who varied in their subclinical scores on the Autism-Spectrum Quotient (AQ) viewed alternating blocks of social and nonsocial stimuli (i.e., images of faces and of landscape scenes). We used independent component analysis (ICA) combined with a spatiotemporal regression to quantify synchrony between neural networks. Our results indicated that decreased synchrony between the executive control network (ECN) and a face-scene network (FSN) predicted higher scores on the AQ. This relationship was not explained by individual differences in head motion, preferences for faces, or personality variables related to social cognition. Our findings build on clinical reports by demonstrating that reduced synchrony between distinct neural networks contributes to a range of subclinical autistic traits.}, Doi = {10.3389/fnhum.2015.00146}, Key = {fds252220} } @article{fds252216, Author = {Plassmann, H and Venkatraman, V and Huettel, S and Yoon, C}, Title = {Consumer neuroscience: Applications, challenges, and possible solutions}, Journal = {Journal of Marketing Research}, Volume = {52}, Number = {4}, Pages = {427-435}, Publisher = {SAGE Publications}, Year = {2015}, Month = {August}, ISSN = {0022-2437}, url = {http://dx.doi.org/10.1509/jmr.14.0048}, Abstract = {The first decade of consumer neuroscience research has produced groundbreaking work in identifying the basic neural processes underlying human judgment and decision making, with the majority of such studies published in neuroscience journals and influencing models of brain function. Yet for the field of consumer neuroscience to thrive in the next decade, the current emphasis on basic science research must be extended into marketing theory and practice. The authors suggest five concrete ways that neuroscientific methods can be fruitfully applied to marketing. They then outline three fundamental challenges facing consumer neuroscientists and offer potential solutions for addressing them. The authors conclude by describing how consumer neuroscience can become an important complement to research and practice in marketing.}, Doi = {10.1509/jmr.14.0048}, Key = {fds252216} } @article{fds252215, Author = {Massar, SAA and Libedinsky, C and Weiyan, C and Huettel, SA and Chee, MWL}, Title = {Separate and overlapping brain areas encode subjective value during delay and effort discounting.}, Journal = {Neuroimage}, Volume = {120}, Pages = {104-113}, Year = {2015}, Month = {October}, ISSN = {1053-8119}, url = {http://dx.doi.org/10.1016/j.neuroimage.2015.06.080}, Abstract = {Making decisions about rewards that involve delay or effort requires the integration of value and cost information. The brain areas recruited in this integration have been well characterized for delay discounting. However only a few studies have investigated how effort costs are integrated into value signals to eventually determine choice. In contrast to previous studies that have evaluated fMRI signals related to physical effort, we used a task that focused on cognitive effort. Participants discounted the value of delayed and effortful rewards. The value of cognitively effortful rewards was represented in the anterior portion of the inferior frontal gyrus and dorsolateral prefrontal cortex. Additionally, the value of the chosen option was encoded in the anterior cingulate cortex, caudate, and cerebellum. While most brain regions showed no significant dissociation between effort discounting and delay discounting, the ACC was significantly more activated in effort compared to delay discounting tasks. Finally, overlapping regions within the right orbitofrontal cortex and lateral temporal and parietal cortices encoded the value of the chosen option during both delay and effort discounting tasks. These results indicate that encoding of rewards discounted by cognitive effort and delay involves partially dissociable brain areas, but a common representation of chosen value is present in the orbitofrontal, temporal and parietal cortices.}, Doi = {10.1016/j.neuroimage.2015.06.080}, Key = {fds252215} } @article{fds252217, Author = {Kwak, Y and Payne, JW and Cohen, AL and Huettel, SA}, Title = {The rational adolescent: Strategic information processing during decision making revealed by eye tracking}, Journal = {Cognitive Development}, Volume = {36}, Pages = {20-30}, Year = {2015}, Month = {October}, ISSN = {0885-2014}, url = {http://hdl.handle.net/10161/10590 Duke open access}, Abstract = {Abstract Adolescence is often viewed as a time of irrational, risky decision-making—despite adolescents’ competence in other cognitive domains. In this study, we examined the strategies used by adolescents (N = 30) and young adults (N = 47) to resolve complex, multi-outcome economic gambles. Compared to adults, adolescents were more likely to make conservative, loss-minimizing choices consistent with economic models. Eye-tracking data showed that prior to decisions, adolescents acquired more information in a more thorough manner; that is, they engaged in a more analytic processing strategy indicative of trade-offs between decision variables. In contrast, young adults’ decisions were more consistent with heuristics that simplified the decision problem, at the expense of analytic precision. Collectively, these results demonstrate a counter-intuitive developmental transition in economic decision making: adolescents’ decisions are more consistent with rational-choice models, while young adults more readily engage task-appropriate heuristics.}, Doi = {10.1016/j.cogdev.2015.08.001}, Key = {fds252217} } @article{fds303797, Author = {Knutson, B and Huettel, SA}, Title = {The risk matrix}, Journal = {Current Opinion in Behavioral Sciences}, Volume = {5}, Pages = {141-146}, Publisher = {Elsevier BV}, Year = {2015}, Month = {October}, ISSN = {2352-1546}, url = {http://dx.doi.org/10.1016/j.cobeha.2015.10.012}, Abstract = {Neuroimaging methods (e.g., functional magnetic resonance imaging or FMRI) can now resolve momentary changes in deep brain activity that not only correlate with but also predict risky choice. Accumulating evidence beginning from financial choice studies but extending into other domains indicates that risk assessment recruits activity in multiple core components which differentially promote (e.g., ventral striatum) versus inhibit (e.g., anterior insula) risky choice. Further, frontal control circuits may modulate the influence of these core components on risky choice. These findings point toward an emerging consensus about a 'risk matrix' whose components unite previously disparate literatures related to anticipation of reward versus pain and whose measurement can improve the prediction of risky choice.}, Doi = {10.1016/j.cobeha.2015.10.012}, Key = {fds303797} } @article{fds324438, Author = {Lighthall, N and Pearson, JM and Huettel, S and Cabeza, R}, Title = {THE IMPACT OF FEEDBACK TIMING ON VALUE LEARNING IN AGING}, Journal = {Gerontologist}, Volume = {55}, Number = {Suppl_2}, Pages = {140-140}, Publisher = {Oxford University Press (OUP)}, Year = {2015}, Month = {November}, url = {http://dx.doi.org/10.1093/geront/gnv513.03}, Doi = {10.1093/geront/gnv513.03}, Key = {fds324438} } @article{fds292901, Author = {Ngo, L and Kelly, M and Coutlee, CG and Carter, RM and Sinnott-Armstrong, W and Huettel, SA}, Title = {Two Distinct Moral Mechanisms for Ascribing and Denying Intentionality}, Journal = {Scientific Reports}, Volume = {5}, Pages = {17390}, Publisher = {Macmillan Publishers Limited}, Year = {2015}, Month = {December}, url = {http://hdl.handle.net/10161/11093 Duke open access}, Abstract = {Philosophers and legal scholars have long theorized about how intentionality serves as a critical input for morality and culpability, but the emerging field of experimental philosophy has revealed a puzzling asymmetry. People judge actions leading to negative consequences as being more intentional than those leading to positive ones. The implications of this asymmetry remain unclear because there is no consensus regarding the underlying mechanism. Based on converging behavioral and neural evidence, we demonstrate that there is no single underlying mechanism. Instead, two distinct mechanisms together generate the asymmetry. Emotion drives ascriptions of intentionality for negative consequences, while the consideration of statistical norms leads to the denial of intentionality for positive consequences. We employ this novel two-mechanism model to illustrate that morality can paradoxically shape judgments of intentionality. This is consequential for mens rea in legal practice and arguments in moral philosophy pertaining to terror bombing, abortion, and euthanasia among others.}, Doi = {10.1038/srep17390}, Key = {fds292901} } @article{fds323690, Author = {Coutlee, CG and Kiyonaga, A and Korb, FM and Huettel, SA and Egner, T}, Title = {Reduced Risk-Taking following Disruption of the Intraparietal Sulcus.}, Journal = {Frontiers in Neuroscience}, Volume = {10}, Pages = {588}, Year = {2016}, Month = {January}, url = {http://dx.doi.org/10.3389/fnins.2016.00588}, Abstract = {Decision makers frequently encounter opportunities to pursue great gains-assuming they are willing to accept greater risks. Previous neuroimaging studies have shown that activity in the intraparietal sulcus (IPS) and the inferior frontal junction (IFJ) are associated with individual preferences for economic risk ("known unknowns," e.g., a 50% chance of winning $5) and ambiguity ("unknown unknowns," e.g., an unknown chance of winning $5), respectively. Whether processing in these regions causally enables risk-taking for individual decisions, however, remains unknown. To examine this question, we assessed the decision to engage in risk-taking after disrupting neural processing in the IPS and IFJ of healthy human participants using repetitive transcranial magnetic stimulation. While stimulation of the IFJ resulted in general slowing of decision times, disrupting neural processing within the IPS selectively suppressed risk-taking, biasing choices toward certain options featuring both lower risks and lower expected rewards. Our results are the first to demonstrate the necessity of intact IPS function for choosing uncertain outcomes when faced with calculable risks and rewards. Engagement of IPS during decision making may support a willingness to accept uncertain outcomes for a chance to obtain greater gains.}, Doi = {10.3389/fnins.2016.00588}, Key = {fds323690} } @article{fds252218, Author = {San Martín and R and Appelbaum, LG and Huettel, SA and Woldorff, MG}, Title = {Cortical Brain Activity Reflecting Attentional Biasing Toward Reward-Predicting Cues Covaries with Economic Decision-Making Performance.}, Journal = {Cerebral Cortex}, Volume = {26}, Number = {1}, Pages = {1-11}, Year = {2016}, Month = {January}, ISSN = {1047-3211}, url = {http://hdl.handle.net/10161/12006 Duke open access}, Abstract = {Adaptive choice behavior depends critically on identifying and learning from outcome-predicting cues. We hypothesized that attention may be preferentially directed toward certain outcome-predicting cues. We studied this possibility by analyzing event-related potential (ERP) responses in humans during a probabilistic decision-making task. Participants viewed pairs of outcome-predicting visual cues and then chose to wager either a small (i.e., loss-minimizing) or large (i.e., gain-maximizing) amount of money. The cues were bilaterally presented, which allowed us to extract the relative neural responses to each cue by using a contralateral-versus-ipsilateral ERP contrast. We found an early lateralized ERP response, whose features matched the attention-shift-related N2pc component and whose amplitude scaled with the learned reward-predicting value of the cues as predicted by an attention-for-reward model. Consistently, we found a double dissociation involving the N2pc. Across participants, gain-maximization positively correlated with the N2pc amplitude to the most reliable gain-predicting cue, suggesting an attentional bias toward such cues. Conversely, loss-minimization was negatively correlated with the N2pc amplitude to the most reliable loss-predicting cue, suggesting an attentional avoidance toward such stimuli. These results indicate that learned stimulus-reward associations can influence rapid attention allocation, and that differences in this process are associated with individual differences in economic decision-making performance.}, Doi = {10.1093/cercor/bhu160}, Key = {fds252218} } @article{fds322016, Author = {Kwak, Y and Huettel, SA}, Title = {Prosocial Reward Learning in Children and Adolescents.}, Journal = {Frontiers in Psychology}, Volume = {7}, Number = {OCT}, Pages = {1539}, Publisher = {FRONTIERS MEDIA SA}, Year = {2016}, Month = {January}, url = {http://dx.doi.org/10.3389/fpsyg.2016.01539}, Abstract = {Adolescence is a period of increased sensitivity to social contexts. To evaluate how social context sensitivity changes over development-and influences reward learning-we investigated how children and adolescents perceive and integrate rewards for oneself and others during a dynamic risky decision-making task. Children and adolescents (<i>N</i> = 75, 8-16 years) performed the Social Gambling Task (SGT, Kwak et al., 2014) and completed a set of questionnaires measuring other-regarding behavior. In the SGT, participants choose amongst four card decks that have different payout structures for oneself and for a charity. We examined patterns of choices, overall decision strategies, and how reward outcomes led to trial-by-trial adjustments in behavior, as estimated using a reinforcement-learning model. Performance of children and adolescents was compared to data from a previously collected sample of adults (<i>N</i> = 102) performing the identical task. We found that that children/adolescents were not only more sensitive to rewards directed to the charity than self but also showed greater prosocial tendencies on independent measures of other-regarding behavior. Children and adolescents also showed less use of a strategy that prioritizes rewards for self at the expense of rewards for others. These results support the conclusion that, compared to adults, children and adolescents show greater sensitivity to outcomes for others when making decisions and learning about potential rewards.}, Doi = {10.3389/fpsyg.2016.01539}, Key = {fds322016} } @article{fds322017, Author = {San Martín and R and Kwak, Y and Pearson, JM and Woldorff, MG and Huettel, SA}, Title = {Altruistic traits are predicted by neural responses to monetary outcomes for self vs charity.}, Journal = {Soc Cogn Affect Neurosci}, Volume = {11}, Number = {6}, Pages = {863-876}, Year = {2016}, Month = {June}, url = {http://dx.doi.org/10.1093/scan/nsw026}, Abstract = {Human altruism is often expressed through charitable donation-supporting a cause that benefits others in society, at cost to oneself. The underlying mechanisms of this other-regarding behavior remain imperfectly understood. By recording event-related-potential (ERP) measures of brain activity from human participants during a social gambling task, we identified markers of differential responses to receipt of monetary outcomes for oneself vs for a charitable cause. We focused our ERP analyses on the frontocentral feedback-related negativity (FRN) and three subcomponents of the attention-related P300 (P3) brain wave: the frontocentral P2 and P3a and the parietal P3b. The FRN distinguished between gains and losses for both self and charity outcomes. Importantly, this effect of outcome valence was greater for self than charity for both groups and was independent of two altruism-related measures: participants' pre-declared intended donations and the actual donations resulting from their choices. In contrast, differences in P3 subcomponents for outcomes for self vs charity strongly predicted both of our laboratory measures of altruism-as well as self-reported engagement in real-life altruistic behaviors. These results indicate that individual differences in altruism are linked to individual differences in the relative deployment of attention (as indexed by the P3) toward outcomes affecting other people.}, Doi = {10.1093/scan/nsw026}, Key = {fds322017} } @article{fds323990, Author = {Meade, CS and Cordero, DM and Hobkirk, AL and Metra, BM and Chen, N-K and Huettel, SA}, Title = {Compensatory activation in fronto-parietal cortices among HIV-infected persons during a monetary decision-making task.}, Journal = {Hum Brain Mapp}, Volume = {37}, Number = {7}, Pages = {2455-2467}, Year = {2016}, Month = {July}, url = {http://dx.doi.org/10.1002/hbm.23185}, Abstract = {HIV infection can cause direct and indirect damage to the brain and is consistently associated with neurocognitive disorders, including impairments in decision-making capacities. The tendency to devalue rewards that are delayed (temporal discounting) is relevant to a range of health risk behaviors. Making choices about delayed rewards engages the executive control network of the brain, which has been found to be affected by HIV. In this case-control study of 18 HIV-positive and 17 HIV-negative adults, we examined the effects of HIV on brain activation during a temporal discounting task. Functional MRI (fMRI) data were collected while participants made choices between smaller, sooner rewards and larger, delayed rewards. Choices were individualized based on participants' unique discount functions, so each participant experienced hard (similarly valued), easy (disparately valued), and control choices. fMRI data were analyzed using a mixed-effects model to identify group-related differences associated with choice difficulty. While there was no difference between groups in behavioral performance, the HIV-positive group demonstrated significantly larger increases in activation within left parietal regions and bilateral prefrontal regions during easy trials and within the right prefrontal cortex and anterior cingulate during hard trials. Increasing activation within the prefrontal regions was associated with lower nadir CD4 cell count and risk-taking propensity. These results support the hypothesis that HIV infection can alter brain functioning in regions that support decision making, providing further evidence for HIV-associated compensatory activation within fronto-parietal cortices. A history of immunosuppression may contribute to these brain changes. Hum Brain Mapp 37:2455-2467, 2016. © 2016 Wiley Periodicals, Inc.}, Doi = {10.1002/hbm.23185}, Key = {fds323990} } @article{fds322015, Author = {Jenke, L and Huettel, SA}, Title = {Issues or Identity? Cognitive Foundations of Voter Choice.}, Journal = {Trends in Cognitive Sciences}, Volume = {20}, Number = {11}, Pages = {794-804}, Year = {2016}, Month = {November}, url = {http://dx.doi.org/10.1016/j.tics.2016.08.013}, Abstract = {Voter choice is one of the most important problems in political science. The most common models assume that voting is a rational choice based on policy positions (e.g., key issues) and nonpolicy information (e.g., social identity, personality). Though such models explain macroscopic features of elections, they also reveal important anomalies that have been resistant to explanation. We argue for a new approach that builds upon recent research in cognitive science and neuroscience; specifically, we contend that policy positions and social identities do not combine in merely an additive manner, but compete to determine voter preferences. This model not only explains several key anomalies in voter choice, but also suggests new directions for research in both political science and cognitive science.}, Doi = {10.1016/j.tics.2016.08.013}, Key = {fds322015} } @article{fds322014, Author = {Delgado, MR and Beer, JS and Fellows, LK and Huettel, SA and Platt, ML and Quirk, GJ and Schiller, D}, Title = {Viewpoints: Dialogues on the functional role of the ventromedial prefrontal cortex.}, Journal = {Nat Neurosci}, Volume = {19}, Number = {12}, Pages = {1545-1552}, Year = {2016}, Month = {November}, url = {http://dx.doi.org/10.1038/nn.4438}, Doi = {10.1038/nn.4438}, Key = {fds322014} } @article{fds325991, Author = {Li, R and Smith, DV and Clithero, JA and Venkatraman, V and Carter, RM and Huettel, SA}, Title = {Reason's Enemy Is Not Emotion: Engagement of Cognitive Control Networks Explains Biases in Gain/Loss Framing.}, Journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, Volume = {37}, Number = {13}, Pages = {3588-3598}, Year = {2017}, Month = {March}, url = {http://dx.doi.org/10.1523/jneurosci.3486-16.2017}, Abstract = {In the classic gain/loss framing effect, describing a gamble as a potential gain or loss biases people to make risk-averse or risk-seeking decisions, respectively. The canonical explanation for this effect is that frames differentially modulate emotional processes, which in turn leads to irrational choice behavior. Here, we evaluate the source of framing biases by integrating functional magnetic resonance imaging data from 143 human participants performing a gain/loss framing task with meta-analytic data from >8000 neuroimaging studies. We found that activation during choices consistent with the framing effect were most correlated with activation associated with the resting or default brain, while activation during choices inconsistent with the framing effect was most correlated with the task-engaged brain. Our findings argue against the common interpretation of gain/loss framing as a competition between emotion and control. Instead, our study indicates that this effect results from differential cognitive engagement across decision frames.<b>SIGNIFICANCE STATEMENT</b> The biases frequently exhibited by human decision makers have often been attributed to the presence of emotion. Using a large fMRI sample and analysis of whole-brain networks defined with the meta-analytic tool Neurosynth, we find that neural activity during frame-biased decisions was more significantly associated with default behaviors (and the absence of executive control) than with emotion. These findings point to a role for neuroscience in shaping long-standing psychological theories in decision science.}, Doi = {10.1523/jneurosci.3486-16.2017}, Key = {fds325991} } @article{fds324858, Author = {Cordero, DM and Towe, SL and Chen, N-K and Robertson, KR and Madden, DJ and Huettel, SA and Meade, CS}, Title = {Cocaine dependence does not contribute substantially to white matter abnormalities in HIV infection.}, Journal = {J Neurovirol}, Volume = {23}, Number = {3}, Pages = {441-450}, Year = {2017}, Month = {June}, url = {http://dx.doi.org/10.1007/s13365-017-0512-5}, Abstract = {This study investigated the association of HIV infection and cocaine dependence with cerebral white matter integrity using diffusion tensor imaging (DTI). One hundred thirty-five participants stratified by HIV and cocaine status (26 HIV+/COC+, 37 HIV+/COC-, 37 HIV-/COC+, and 35 HIV-/COC-) completed a comprehensive substance abuse assessment, neuropsychological testing, and MRI with DTI. Among HIV+ participants, all were receiving HIV care and 46% had an AIDS diagnosis. All COC+ participants were current users and met criteria for cocaine use disorder. We used tract-based spatial statistics (TBSS) to assess the relation of HIV and cocaine to fractional anisotropy (FA) and mean diffusivity (MD). In whole-brain analyses, HIV+ participants had significantly reduced FA and increased MD compared to HIV- participants. The relation of HIV and FA was widespread throughout the brain, whereas the HIV-related MD effects were restricted to the corpus callosum and thalamus. There were no significant cocaine or HIV-by-cocaine effects. These DTI metrics correlated significantly with duration of HIV disease, nadir CD4+ cell count, and AIDS diagnosis, as well as some measures of neuropsychological functioning. These results suggest that HIV is related to white matter integrity throughout the brain, and that HIV-related effects are more pronounced with increasing duration of infection and greater immune compromise. We found no evidence for independent effects of cocaine dependence on white matter integrity, and cocaine dependence did not appear to exacerbate the effects of HIV.}, Doi = {10.1007/s13365-017-0512-5}, Key = {fds324858} } @article{fds325992, Author = {Li, R and Roberts, RC and Huettel, SA and Brannon, EM}, Title = {Five-year-olds do not show ambiguity aversion in a risk and ambiguity task with physical objects.}, Journal = {Journal of Experimental Child Psychology}, Volume = {159}, Pages = {319-326}, Publisher = {ELSEVIER SCIENCE INC}, Year = {2017}, Month = {July}, url = {http://dx.doi.org/10.1016/j.jecp.2017.02.013}, Abstract = {Ambiguity aversion arises when a decision maker prefers risky gambles with known probabilities over equivalent ambiguous gambles with unknown probabilities. This phenomenon has been consistently observed in adults across a large body of empirical work. Evaluating ambiguity aversion in young children, however, has posed methodological challenges because probabilistic representations appropriate for adults might not be understood by young children. Here, we established a novel method for representing risk and ambiguity with physical objects that overcomes previous methodological limitations and allows us to measure ambiguity aversion in young children. We found that individual 5-year-olds exhibited consistent choice preferences and, as a group, exhibited no ambiguity aversion in a task that evokes ambiguity aversion in adults. Across individuals, 5-year-olds exhibited greater variance in ambiguity preferences compared with adults tested under similar conditions. This suggests that ambiguity aversion is absent during early childhood and emerges over the course of development.}, Doi = {10.1016/j.jecp.2017.02.013}, Key = {fds325992} } @article{fds330179, Author = {Kelly, M and Ngo, L and Chituc, V and Huettel, S and Sinnott-Armstrong, W}, Title = {Moral conformity in online interactions: rational justifications increase influence of peer opinions on moral judgments}, Journal = {Social Influence}, Volume = {12}, Number = {2-3}, Pages = {57-68}, Publisher = {Informa UK Limited}, Year = {2017}, Month = {July}, url = {http://dx.doi.org/10.1080/15534510.2017.1323007}, Abstract = {Over the last decade, social media has increasingly been used as a platform for political and moral discourse. We investigate whether conformity, specifically concerning moral attitudes, occurs in these virtual environments apart from face-to-face interactions. Participants took an online survey and saw either statistical information about the frequency of certain responses, as one might see on social media (Study 1), or arguments that defend the responses in either a rational or emotional way (Study 2). Our results show that social information shaped moral judgments, even in an impersonal digital setting. Furthermore, rational arguments were more effective at eliciting conformity than emotional arguments. We discuss the implications of these results for theories of moral judgment that prioritize emotional responses.}, Doi = {10.1080/15534510.2017.1323007}, Key = {fds330179} } @article{fds329283, Author = {Stanton, SJ and Sinnott-Armstrong, W and Huettel, SA}, Title = {Neuromarketing: Ethical Implications of its Use and Potential Misuse}, Journal = {Journal of Business Ethics}, Volume = {144}, Number = {4}, Pages = {799-811}, Publisher = {Springer Nature}, Year = {2017}, Month = {September}, url = {http://dx.doi.org/10.1007/s10551-016-3059-0}, Abstract = {Neuromarketing is an emerging field in which academic and industry research scientists employ neuroscience techniques to study marketing practices and consumer behavior. The use of neuroscience techniques, it is argued, facilitates a more direct understanding of how brain states and other physiological mechanisms are related to consumer behavior and decision making. Herein, we will articulate common ethical concerns with neuromarketing as currently practiced, focusing on the potential risks to consumers and the ethical decisions faced by companies. We argue that the most frequently raised concerns—threats to consumer autonomy, privacy, and control—do not rise to meaningful ethical issues given the current capabilities and implementation of neuromarketing research. But, we identify how potentially serious ethical issues may emerge from neuromarketing research practices in industry, which are largely proprietary and opaque. We identify steps that can mitigate associated ethical risks and thus reduce the threats to consumers. We conclude that neuromarketing has clear potential for positive impact on society and consumers, a fact rarely considered in the discussion on the ethics of neuromarketing.}, Doi = {10.1007/s10551-016-3059-0}, Key = {fds329283} } @article{fds329566, Author = {Utevsky, AV and Smith, DV and Young, JS and Huettel, SA}, Title = {Large-Scale Network Coupling with the Fusiform Cortex Facilitates Future Social Motivation.}, Journal = {Eneuro}, Volume = {4}, Number = {5}, Pages = {ENEURO.0084-ENEU17.2017}, Year = {2017}, Month = {September}, url = {http://dx.doi.org/10.1523/eneuro.0084-17.2017}, Abstract = {Large-scale functional networks, as identified through the coordinated activity of spatially distributed brain regions, have become central objects of study in neuroscience because of their contributions to many processing domains. Yet, it remains unclear how these domain-general networks interact with focal brain regions to coordinate thought and action. Here, we investigated how the default-mode network (DMN) and executive control network (ECN), two networks associated with goal-directed behavior, shape task performance through their coupling with other cortical regions several seconds in advance of behavior. We measured these networks' connectivity during an adaptation of the monetary incentive delay (MID) response-time task in which human participants viewed social and nonsocial images (i.e., pictures of faces and landscapes, respectively) while brain activity was measured using fMRI. We found that participants displayed slower reaction times (RTs) subsequent to social trials relative to nonsocial trials. To examine the neural mechanisms driving this subsequent-RT effect, we integrated independent components analysis (ICA) and a network-based psychophysiological interaction (nPPI) analysis; this allowed us to investigate task-related changes in network coupling that preceded the observed trial-to-trial variation in RT. Strikingly, when subjects viewed social rewards, an area of the fusiform gyrus (FG) consistent with the functionally-defined fusiform face area (FFA) exhibited increased coupling with the ECN (relative to the DMN), and the relative magnitude of coupling tracked the slowing of RT on the following trial. These results demonstrate how large-scale, domain-general networks can interact with focal, domain-specific cortical regions to orchestrate subsequent behavior.}, Doi = {10.1523/eneuro.0084-17.2017}, Key = {fds329566} } @article{fds327383, Author = {Meade, CS and Hobkirk, AL and Towe, SL and Chen, N-K and Bell, RP and Huettel, SA}, Title = {Cocaine dependence modulates the effect of HIV infection on brain activation during intertemporal decision making.}, Journal = {Drug Alcohol Depend}, Volume = {178}, Pages = {443-451}, Year = {2017}, Month = {September}, url = {http://dx.doi.org/10.1016/j.drugalcdep.2017.05.043}, Abstract = {BACKGROUND: Both HIV infection and chronic cocaine use alter the neural circuitry of decision making, but the interactive effects of these commonly comorbid conditions have not been adequately examined. This study tested how cocaine moderates HIV-related neural activation during an intertemporal decision-making task. METHODS: The sample included 73 participants who differed on cocaine and HIV status (18 COC+/HIV+, 19 COC+/HIV-, 19 COC-/HIV+, 17 COC-/HIV-). Participants made choices between smaller, sooner and larger, delayed rewards while undergoing functional MRI. Choices varied in difficulty based on subjective value: hard (equivalently valued), easy (disparately valued), and control choices. A mixed-effects model controlling for education and smoking identified main and interactive effects of HIV and COC during hard relative to easy choices (difficulty contrast). RESULTS: COC+ status was associated with lower activation in bilateral frontal gyri and right insular and posterior parietal cortices. HIV+ status was associated with higher activation in the visual cortex, but lower activation in bilateral prefrontal cortices and cerebellum and left posterior parietal cortex. COC moderated the effects of HIV in several clusters centered in the bilateral prefrontal cortices and cerebellum. In post-hoc analyses, there were significant effects of HIV status on activation for COC+, but not COC-, participants; interaction effects remained after controlling for polysubstance use. CONCLUSION: Cocaine use may diminish the compensatory neural activation often seen among HIV+ samples during decision making. Our results highlight the importance of examining the neuropsychiatric effects of comorbid medical conditions to identify potential neural targets for cognitive remediation interventions.}, Doi = {10.1016/j.drugalcdep.2017.05.043}, Key = {fds327383} } @article{fds340129, Author = {Sweitzer, MM and Watson, KK and Erwin, SR and Winecoff, AA and Datta, N and Huettel, S and Platt, ML and Zucker, NL}, Title = {Neurobiology of social reward valuation in adults with a history of anorexia nervosa.}, Journal = {Plos One}, Volume = {13}, Number = {12}, Pages = {e0205085}, Year = {2018}, url = {http://dx.doi.org/10.1371/journal.pone.0205085}, Abstract = {OBJECTIVE: Anorexia nervosa (AN) is a disorder characterized by atypical patterns of reward valuation (e.g. positive valuation of hunger). Atypical reward processing may extend into social domains. If so, such findings would be of prognostic significance as impaired social functioning predicts worse outcome. We explore neural circuits implicated in social reward processing in individuals with a history of AN who are weight-restored relative to controls and examine the effects of illness course on the experience of social value. METHOD: 20 weight-restored individuals with a history of AN (AN-WR) and 24 healthy control (HC) participants were assessed using fMRI tasks that tapped social reward: smiling faces and full human figures that varied in attractiveness and weight. RESULTS: AN-WR differed from HC in attractiveness ratings by weight (negatively correlated in AN-WR). While there were no significant differences when viewing smiling faces, viewing full figures resulted in decreased activation in regions implicated in reward valuation (the right caudate) for AN-WR and this region was negatively correlated with a sustained course of the disorder. Exploratory whole brain analyses revealed reduced activation in regions associated with social reward, self-referential processing, and cognitive reappraisal (e.g., medial prefrontal cortex, striatum, and nucleus accumbens) with sustained disorder course. DISCUSSION: The rewarding value of full body images decreases with a sustained disorder course. This may reflect an extension of atypical reward processing documented in AN-WR, perhaps as a function of starvation dampening visceral motivational signals; the deployment of cognitive strategies that lessen the experience of reward; and/or the nature of the stimuli themselves as provocative of eating disorder symptoms (e.g., thin bodies). These findings did not extend to smiling face stimuli. Advances in technology (e.g., virtual avatars, text messaging) may provide novel means to build relationships, including therapeutic relationships, to support improved social connections without threats to symptom provocation.}, Doi = {10.1371/journal.pone.0205085}, Key = {fds340129} } @article{fds330849, Author = {Kwak, Y and Huettel, S}, Title = {The order of information processing alters economic gain-loss framing effects.}, Journal = {Acta Psychologica}, Volume = {182}, Pages = {46-54}, Year = {2018}, Month = {January}, url = {http://dx.doi.org/10.1016/j.actpsy.2017.11.013}, Abstract = {Adaptive decision making requires analysis of available information during the process of choice. In many decisions that information is presented visually - which means that variations in visual properties (e.g., salience, complexity) can potentially influence the process of choice. In the current study, we demonstrate that variation in the left-right positioning of risky and safe decision options can influence the canonical gain-loss framing effect. Two experiments were conducted using an economic framing task in which participants chose between gambles and certain outcomes. The first experiment demonstrated that the magnitude of the gain-loss framing effect was greater when the certain option signaling the current frame was presented on the left side of the visual display. Eye-tracking data during task performance showed a left-gaze bias for initial fixations, suggesting that the option presented on the left side was processed first. Combination of eye-tracking and choice data revealed that there was a significant effect of direction of first gaze (i.e. left vs. right) as well as an interaction between gaze direction and identity of the first fixated information (i.e. certain vs. gamble) regardless of frame. A second experiment presented the gamble and certain options in a random order, with a temporal delay between their presentations. We found that the magnitude of gain-loss framing was larger when the certain option was presented first, regardless of left and right positioning, only in individuals with lower risk-taking tendencies. The effect of presentation order on framing was not present in high risk-takers. These results suggest that the sequence of visual information processing as well as their left-right positioning can bias choices by changing the impact of the presented information during risky decision making.}, Doi = {10.1016/j.actpsy.2017.11.013}, Key = {fds330849} } @article{fds327384, Author = {Meade, CS and Addicott, M and Hobkirk, AL and Towe, SL and Chen, N-K and Sridharan, S and Huettel, SA}, Title = {Cocaine and HIV are independently associated with neural activation in response to gain and loss valuation during economic risky choice.}, Journal = {Addict Biol}, Volume = {23}, Number = {2}, Pages = {796-809}, Year = {2018}, Month = {March}, url = {http://dx.doi.org/10.1111/adb.12529}, Abstract = {Stimulant abuse is disproportionately common in HIV-positive persons. Both HIV and stimulants are independently associated with deficits in reward-based decision making, but their interactive and/or additive effects are poorly understood despite their prevalent co-morbidity. Here, we examined the effects of cocaine dependence and HIV infection in 69 adults who underwent functional magnetic resonance imaging while completing an economic loss aversion task. We identified two neural networks that correlated with the evaluation of the favorable characteristics of the gamble (i.e. higher gains/lower losses: ventromedial prefrontal cortex, anterior cingulate, anterior and posterior precuneus and visual cortex) versus unfavorable characteristics of the gamble (i.e. lower gains/higher losses: dorsal prefrontal, lateral orbitofrontal, posterior parietal cortex, anterior insula and dorsal caudate). Behaviorally, cocaine and HIV had additive effects on loss aversion scores, with HIV-positive cocaine users being the least loss averse. Cocaine users had greater activation in brain regions that tracked the favorability of gamble characteristics (i.e. increased activation to gains, but decreased activation to losses). In contrast, HIV infection was independently associated with lesser activation in regions that tracked the unfavorability of gamble characteristics. These results suggest that cocaine is associated with an overactive reward-seeking system, while HIV is associated with an underactive cognitive control system. Together, these alterations may leave HIV-positive cocaine users particularly vulnerable to making unfavorable decisions when outcomes are uncertain.}, Doi = {10.1111/adb.12529}, Key = {fds327384} } @article{fds332798, Author = {Wing, EA and Iyengar, V and Hess, TM and LaBar, KS and Huettel, SA and Cabeza, R}, Title = {Neural mechanisms underlying subsequent memory for personal beliefs:An fMRI study.}, Journal = {Cognitive, Affective & Behavioral Neuroscience}, Volume = {18}, Number = {2}, Pages = {216-231}, Year = {2018}, Month = {April}, url = {http://dx.doi.org/10.3758/s13415-018-0563-y}, Abstract = {Many fMRI studies have examined the neural mechanisms supporting emotional memory for stimuli that generate emotion rather automatically (e.g., a picture of a dangerous animal or of appetizing food). However, far fewer studies have examined how memory is influenced by emotion related to social and political issues (e.g., a proposal for large changes in taxation policy), which clearly vary across individuals. In order to investigate the neural substrates of affective and mnemonic processes associated with personal opinions, we employed an fMRI task wherein participants rated the intensity of agreement/disagreement to sociopolitical belief statements paired with neural face pictures. Following the rating phase, participants performed an associative recognition test in which they distinguished identical versus recombined face-statement pairs. The study yielded three main findings: behaviorally, the intensity of agreement ratings was linked to greater subjective emotional arousal as well as enhanced high-confidence subsequent memory. Neurally, statements that elicited strong (vs. weak) agreement or disagreement were associated with greater activation of the amygdala. Finally, a subsequent memory analysis showed that the behavioral memory advantage for statements generating stronger ratings was dependent on the medial prefrontal cortex (mPFC). Together, these results both underscore consistencies in neural systems supporting emotional arousal and suggest a modulation of arousal-related encoding mechanisms when emotion is contingent on referencing personal beliefs.}, Doi = {10.3758/s13415-018-0563-y}, Key = {fds332798} } @article{fds338425, Author = {Lighthall, NR and Pearson, JM and Huettel, SA and Cabeza, R}, Title = {Feedback-Based Learning in Aging: Contributions and Trajectories of Change in Striatal and Hippocampal Systems.}, Journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, Volume = {38}, Number = {39}, Pages = {8453-8462}, Year = {2018}, Month = {September}, url = {http://dx.doi.org/10.1523/jneurosci.0769-18.2018}, Abstract = {The striatum supports learning from immediate feedback by coding prediction errors (PEs), whereas the hippocampus (HC) plays a parallel role in learning from delayed feedback. Both regions show evidence of decline in human aging, but behavioral research suggests greater decline in HC versus striatal functions. The present study included male and female humans and used fMRI to examine younger and older adults' brain activation patterns during a learning task with choice feedback presented immediately or after a brief delay. Participants then completed a surprise memory task that tested their recognition of trial-unique feedback stimuli, followed by assessments of postlearning cue preference, outcome probability awareness, and willingness to pay. The study yielded three main findings. First, behavioral measures indicated similar rates of learning in younger and older adults across conditions, but postlearning measures indicated impairment in older adults' ability to subsequently apply learning to discriminate between cues. Second, PE signals in the striatum were greater for immediate versus delayed feedback in both age groups, but PE signals in the HC were greater for delayed versus immediate feedback only in younger adults. Third, unlike younger adults, older adults failed to exhibit enhanced episodic memory for outcome stimuli in the delayed-feedback condition. Together, these findings indicate that HC circuits supporting learning and memory decline more than striatal circuits in healthy aging, which suggests that declines in HC learning signals may be an important predictor of deficits in learning-dependent economic decisions among older adults.SIGNIFICANCE STATEMENT The hippocampus (HC) and striatum play distinct and critical roles in learning. Substantial research suggests that age-related decline in learning supported by the HC outpaces decline in learning supported by the striatum; however, such inferences have been drawn by comparing performance in tasks with fundamentally different structures. The present study overcomes this obstacle by implementing a single fMRI-learning paradigm with a subtle variation in feedback timing to examine differential age effects on memory supported by the HC and striatum. Our results provide converging behavioral and brain-imaging evidence showing that HC circuits supporting learning and memory decline more than striatal circuits in healthy aging and that declines in HC learning signals may predict early deficits in learning-dependent decisions among older adults.}, Doi = {10.1523/jneurosci.0769-18.2018}, Key = {fds338425} } @article{fds339650, Author = {Hobkirk, AL and Bell, RP and Utevsky, AV and Huettel, S and Meade, CS}, Title = {Reward and executive control network resting-state functional connectivity is associated with impulsivity during reward-based decision making for cocaine users.}, Journal = {Drug Alcohol Depend}, Volume = {194}, Pages = {32-39}, Year = {2019}, Month = {January}, url = {http://dx.doi.org/10.1016/j.drugalcdep.2018.09.013}, Abstract = {BACKGROUND: Cocaine addiction is related to impulsive decision making that is mediated by brain circuitry involved in reward processing and executive functions, such as cognitive control and attentional salience. Resting-state functional connectivity between reward and executive control circuitry is altered among cocaine users, with concomitant deficits in impulsivity and learning. Prior research has examined how select brain regions interact to influence impulsive decision making for drug users; however, research examining interactions between large-scale brain networks and impulsive behavior is limited. METHODS: The current study compared reward and executive control network resting-state functional connectivity and its relationship to impulsive decision making between cocaine users (n = 37) and non-cocaine using control participants (n = 35). Participants completed computerized decision-making tasks and a separate resting-state functional magnetic resonance imaging scan. Data underwent independent component, dual regression, and linear regression moderation analyses. RESULTS: Higher impulsivity on the Balloon Analogue Risk Task (BART) was associated with inverse resting-state connectivity between the left cognitive control and subgenual anterior cingulate extended reward networks for cocaine users, while the opposite was found for controls. Less impulsivity on the monetary choice questionnaire was associated with stronger positive resting-state connectivity between the attentional salience and striatal core reward networks for controls, while cocaine users showed no association between impulsivity and resting-state connectivity of these networks. CONCLUSIONS: Cocaine users show aberrant associations between reward-executive control resting-state network coupling and impulsive decision making. The findings support the conclusion that an imbalance between reward and executive control circuitry contributes to impulsivity in drug use.}, Doi = {10.1016/j.drugalcdep.2018.09.013}, Key = {fds339650} } @article{fds339750, Author = {Shelby, RA and Dorfman, CS and Bosworth, HB and Keefe, F and Sutton, L and Owen, L and Corsino, L and Erkanli, A and Reed, SD and Arthur, SS and Somers, T and Barrett, N and Huettel, S and Gonzalez, JM and Kimmick, G}, Title = {Testing a behavioral intervention to improve adherence to adjuvant endocrine therapy (AET).}, Journal = {Contemp Clin Trials}, Volume = {76}, Pages = {120-131}, Year = {2019}, Month = {January}, url = {http://dx.doi.org/10.1016/j.cct.2018.11.010}, Abstract = {Adjuvant endocrine therapy (AET) is used to prevent recurrence and reduce mortality for women with hormone receptor positive breast cancer. Poor adherence to AET is a significant problem and contributes to increased medical costs and mortality. A variety of problematic symptoms associated with AET are related to non-adherence and early discontinuation of treatment. The goal of this study is to test a novel, telephone-based coping skills training that teaches patients adherence skills and techniques for coping with problematic symptoms (CST-AET). Adherence to AET will be assessed in real-time for 18 months using wireless smart pill bottles. Symptom interference (i.e., pain, vasomotor symptoms, sleep problems, vaginal dryness) and cost-effectiveness of the intervention protocol will be examined as secondary outcomes. Participants (N = 400) will be recruited from a tertiary care medical center or community clinics in medically underserved or rural areas. Participants will be randomized to receive CST-AET or a general health education intervention (comparison condition). CST-AET includes ten nurse-delivered calls delivered over 6 months. CST-AET provides systematic training in coping skills for managing symptoms that interfere with adherence. Interactive voice messaging provides reinforcement for skills use and adherence that is tailored based on real-time adherence data from the wireless smart pill bottles. Given the high rates of non-adherence and recent recommendations that women remain on AET for 10 years, we describe a timely trial. If effective, the CST-AET protocol may not only reduce the burden of AET use but also lead to cost-effective changes in clinical care and improve breast cancer outcomes. Trials registration: ClinicalTrials.gov, NCT02707471, registered 3/3/2016.}, Doi = {10.1016/j.cct.2018.11.010}, Key = {fds339750} } @article{fds341051, Author = {Sullivan, NJ and Fitzsimons, GJ and Platt, ML and Huettel, SA}, Title = {Indulgent Foods Can Paradoxically Promote Disciplined Dietary Choices.}, Journal = {Psychol Sci}, Volume = {30}, Number = {2}, Pages = {273-287}, Year = {2019}, Month = {February}, url = {http://dx.doi.org/10.1177/0956797618817509}, Abstract = {As obesity rates continue to rise, interventions promoting healthful choices will become increasingly important. Here, participants ( N = 79) made binary choices between familiar foods; some trials contained a common consequence that had a constant probability of receipt regardless of the participant's choice. We theorized-on the basis of simulations using a value-normalization model-that indulgent common consequences potentiated disciplined choices by shaping other options' perceived healthfulness and tastiness. Our experimental results confirmed these predictions: An indulgent common consequence more than doubled the rate of disciplined choices. We used eye-gaze data to provide insights into the underlying mechanisms, finding that an indulgent common consequence biased eye gaze toward healthful foods. Furthermore, attention toward the common consequence predicted individual differences in behavioral bias. Results were replicated across two independent samples receiving distinct goal primes. These results demonstrate that introducing an irrelevant indulgent food can alter processing of healthier items-and thus promote disciplined choices.}, Doi = {10.1177/0956797618817509}, Key = {fds341051} } @article{fds341890, Author = {Amasino, DR and Sullivan, NJ and Kranton, RE and Huettel, SA}, Title = {Amount and time exert independent influences on intertemporal choice.}, Journal = {Nature Human Behaviour}, Volume = {3}, Number = {4}, Pages = {383-392}, Year = {2019}, Month = {April}, url = {http://dx.doi.org/10.1038/s41562-019-0537-2}, Abstract = {Intertemporal choices involve trade-offs between the value of rewards and the delay before those rewards are experienced. Canonical intertemporal choice models such as hyperbolic discounting assume that reward amount and time until delivery are integrated within each option prior to comparison<sup>1,2</sup>. An alternative view posits that intertemporal choice reflects attribute-wise processes in which amount and time attributes are compared separately<sup>3-6</sup>. Here, we use multi-attribute drift diffusion modelling (DDM) to show that attribute-wise comparison represents the choice process better than option-wise comparison for intertemporal choice in a young adult population. We find that, while accumulation rates for amount and time information are uncorrelated, the difference between those rates predicts individual differences in patience. Moreover, patient individuals incorporate amount earlier than time into the decision process. Using eye tracking, we link these modelling results to attention, showing that patience results from a rapid, attribute-wise process that prioritizes amount over time information. Thus, we find converging evidence that distinct evaluation processes for amount and time determine intertemporal financial choices. Because intertemporal decisions in the lab have been linked to failures of patience ranging from insufficient saving to addiction<sup>7-13</sup>, understanding individual differences in the choice process is important for developing more effective interventions.}, Doi = {10.1038/s41562-019-0537-2}, Key = {fds341890} } @article{fds342482, Author = {McDonald, KR and Broderick, WF and Huettel, SA and Pearson, JM}, Title = {Bayesian nonparametric models characterize instantaneous strategies in a competitive dynamic game.}, Journal = {Nature Communications}, Volume = {10}, Number = {1}, Pages = {1808}, Year = {2019}, Month = {April}, url = {http://dx.doi.org/10.1038/s41467-019-09789-4}, Abstract = {Previous studies of strategic social interaction in game theory have predominantly used games with clearly-defined turns and limited choices. Yet, most real-world social behaviors involve dynamic, coevolving decisions by interacting agents, which poses challenges for creating tractable models of behavior. Here, using a game in which humans competed against both real and artificial opponents, we show that it is possible to quantify the instantaneous dynamic coupling between agents. Adopting a reinforcement learning approach, we use Gaussian Processes to model the policy and value functions of participants as a function of both game state and opponent identity. We found that higher-scoring participants timed their final change in direction to moments when the opponent's counter-strategy was weaker, while lower-scoring participants less precisely timed their final moves. This approach offers a natural set of metrics for facilitating analysis at multiple timescales and suggests new classes of experimental paradigms for assessing behavior.}, Doi = {10.1038/s41467-019-09789-4}, Key = {fds342482} } @article{fds342483, Author = {Zhang, X and Huettel, SA and Mullette-Gillman, OA and Guo, H and Wang, L}, Title = {Exploring common changes after acute mental stress and acute tryptophan depletion: Resting-state fMRI studies.}, Journal = {J Psychiatr Res}, Volume = {113}, Pages = {172-180}, Year = {2019}, Month = {June}, url = {http://dx.doi.org/10.1016/j.jpsychires.2019.03.025}, Abstract = {Stress and low serotonin levels are important biological factors in depression and anxiety etiologies. Although studies indicate that low serotonin levels, stress, and other factors may interact in depression/anxiety psychopathology, few studies have investigated the potentially shared neural substrates. We conducted resting-state fMRI scans pre- and post-stress task, and under control and tryptophan depletion condition, to explore the common changes induced by acute mental stress (AMS) and acute tryptophan depletion (ATD). The present study targeted regions within core brain networks - default mode network, salience network, executive control network, and emotion network - reported altered in AMS and ATD, and used regional homogeneity (ReHo) and functional connectivity (FC) analyses to explore their overlapped effects. We additionally examined the relationships among core neural networks - operationalized as an index of resource allocation bias that quantifies the shift from internal to external modes of processing. We found both manipulations induced increased ReHo of the amygdala and decreased ReHo of the posterior cingulate cortex (PCC). The PCC-amygdala FC was negatively correlated with the change of negative affect, whereas the right dorsolateral prefrontal cortex and right anterior insula FC was positively associated with anxiety level. In addition, we found that a greater shift to an external mode was correlated with higher anxiety level under both conditions. Common changes induced by acute mental stress and acute tryptophan depletion confirmed our hypothesis that AMS and ATD induce changes in common neural pathways, which in turn might mark vulnerability to depression and anxiety.}, Doi = {10.1016/j.jpsychires.2019.03.025}, Key = {fds342483} } @article{fds344828, Author = {Warwick, H and Hutyra, C and Politzer, C and Francis, A and Risoli, T and Green, C and Verma, N and Huettel, S and Mather, RC}, Title = {Small Social Incentives Did Not Improve the Survey Response Rate of Patients Who Underwent Orthopaedic Surgery: A Randomized Trial.}, Journal = {Clinical Orthopaedics and Related Research}, Volume = {477}, Number = {7}, Pages = {1648-1656}, Year = {2019}, Month = {July}, url = {http://dx.doi.org/10.1097/CORR.0000000000000732}, Abstract = {BACKGROUND: The generalizability of data derived from patient-reported outcome measures (PROMs) depends largely on the proportion of the relevant population that completes PROM surveys. However, PROM survey responses remain low, despite efforts to increase participation. Social incentives, such as the offer to make a charitable donation on behalf of the survey respondent, have generally not been effective where online surveys are concerned, but this has not been extensively tested in medicine. QUESTIONS/PURPOSES: (1) Do personalized social incentives increase response rates or response completeness for postoperative PROM surveys in an orthopaedic population? (2) Are there demographic factors associated with response and nonresponse to postoperative PROM surveys? (3) Are some demographic factors associated with increased response to social incentive offers? METHODS: Participants were selected from an institutional orthopaedics database. Patients were older than 18 years, had an email address on file, and had undergone one of the following procedures 1 to 2 years ago: Achilles tendon repair, ACL reconstruction, meniscectomy, hip arthroscopy, TKA, or THA. Of 4685 eligible patients, 3000 (64%) were randomly selected for inclusion in the study. Participants were randomized to one of four groups: (1) control: no incentive (n = 750); (2) patient donation: offer of a USD 5 donation to provide medical supplies to a pediatric orthopaedic patient (n = 751); (3) research donation: offer of a USD 5 donation to a procedure-specific research program (n = 749); or (4) explanation: explanation that response supports quality improvement (n = 750). The four groups did not differ regarding patient age, gender, race, procedure type, or time since procedure. All patients were sent an email invitation with the same PROM survey link. The proportion of patients who responded (defined here as the response rate) was measured at 4 weeks and compared between intervention groups. We used a logistic regression analysis to identify demographic factors associated with response while controlling for confounding variables and performed subgroup analyses to determine any demographic factors associated with increased response to social incentives. RESULTS: There was no difference in the overall response rate (research donation: 49% [353 of 725], patient donation: 45% [333 of 734], control: 45% [322 of 723], explanation: 44% [314 of 719]; p = 0.239) or response completeness (research donation: 89% [315 of 353], patient donation: 90% [301 of 333], control: 89% [287 of 322], explanation: 87% [274 of 314]; p = 0.647) between the four groups. Women (odds ratio [OR], 1.175; p = 0.042), older patients (< 58 years: OR, 1.016 per 1-year increase; p = 0.001; 58-64 years: OR, 1.023 per 1-year increase; p < 0.001; > 64 years: OR, 1.021 per 1-year increase; p < 0.001), and white patients (OR 2.034 compared with black patients, p < 0.001) were slightly more likely to respond, after controlling for potential confounding variables such as gender, age, race, and procedure type. In subgroup analyses, men (research donation: 49% [155 of 316], patient donation: 45% [146 of 328], control: 40% [130 of 325], explanation: 39% [127 of 325]; p = 0.041) and patients younger than 58 years (research donation: 40% [140 of 351], control: 35% [130 of 371], patient donation: 32% [113 of 357], explanation: 27% [93 of 340]; p = 0.004) were slightly more likely to respond to the research donation than those with other interventions were. CONCLUSIONS: Despite small effects in specific subgroups, personalized social incentives did not increase the overall response to postoperative orthopaedic surveys. Novel and targeted strategies will be necessary to reach response thresholds that enable healthcare stakeholders to use PROMs effectively. LEVEL OF EVIDENCE: Level I, therapeutic study.}, Doi = {10.1097/CORR.0000000000000732}, Key = {fds344828} } @article{fds343502, Author = {Li, R and Utevsky, AV and Huettel, SA and Braams, BR and Peters, S and Crone, EA and van Duijvenvoorde, ACK}, Title = {Developmental Maturation of the Precuneus as a Functional Core of the Default Mode Network.}, Journal = {Journal of Cognitive Neuroscience}, Volume = {31}, Number = {10}, Pages = {1506-1519}, Year = {2019}, Month = {October}, url = {http://dx.doi.org/10.1162/jocn_a_01426}, Abstract = {Efforts to map the functional architecture of the developing human brain have shown that connectivity between and within functional neural networks changes from childhood to adulthood. Although prior work has established that the adult precuneus distinctively modifies its connectivity during task versus rest states [Utevsky, A. V., Smith, D. V., & Huettel, S. A. Precuneus is a functional core of the default-mode network. Journal of Neuroscience, 34, 932-940, 2014], it remains unknown how these connectivity patterns emerge over development. Here, we use fMRI data collected at two longitudinal time points from over 250 participants between the ages of 8 and 26 years engaging in two cognitive tasks and a resting-state scan. By applying independent component analysis to both task and rest data, we identified three canonical networks of interest-the rest-based default mode network and the task-based left and right frontoparietal networks (LFPN and RFPN, respectively)-which we explored for developmental changes using dual regression analyses. We found systematic state-dependent functional connectivity in the precuneus, such that engaging in a task (compared with rest) resulted in greater precuneus-LFPN and precuneus-RFPN connectivity, whereas being at rest (compared with task) resulted in greater precuneus-default mode network connectivity. These cross-sectional results replicated across both tasks and at both developmental time points. Finally, we used longitudinal mixed models to show that the degree to which precuneus distinguishes between task and rest states increases with age, due to age-related increasing segregation between precuneus and LFPN at rest. Our results highlight the distinct role of the precuneus in tracking processing state, in a manner that is both present throughout and strengthened across development.}, Doi = {10.1162/jocn_a_01426}, Key = {fds343502} } @article{fds338534, Author = {Meade, CS and Bell, RP and Towe, SL and Chen, N-K and Hobkirk, AL and Huettel, SA}, Title = {Synergistic effects of marijuana abuse and HIV infection on neural activation during a cognitive interference task.}, Journal = {Addict Biol}, Volume = {24}, Number = {6}, Pages = {1235-1244}, Year = {2019}, Month = {November}, url = {http://dx.doi.org/10.1111/adb.12678}, Abstract = {Marijuana use, which is disproportionately prevalent among human immunodeficiency virus (HIV)-infected persons, can alter activity in fronto-parietal regions during cognitively demanding tasks. While HIV is also associated with altered neural activation, it is not known how marijuana may further affect brain function in this population. Our study examined the independent and additive effects of HIV infection and regular marijuana use on neural activation during a cognitive interference task. The sample included 93 adults who differed on marijuana (MJ) and HIV statuses (20 MJ+/HIV+, 19 MJ+/HIV-, 29 MJ-/HIV+, 25 MJ-/HIV-). Participants completed a counting Stroop task during a functional magnetic resonance imaging scan. Main and interactive effects on neural activation during interference versus neutral blocks were examined using a mixed-effects analysis. The sample showed the expected Stroop effect for both speed and accuracy. There were main effects of MJ in the right and left inferior parietal lobules, with the left cluster extending into the posterior middle temporal gyrus and a main effect of HIV in the dorsal anterior cingulate cortex. There was an interaction in the left fronto-insular cortex, such that the MJ+/HIV+ group had the largest increase in activation compared with other groups. Among MJ+, signal change in this cluster correlated positively with cumulative years of regular marijuana use. These results suggest that comorbid HIV and marijuana use is associated with complex neural alterations in multiple brain regions during cognitive interference. Follow-up research is needed to determine how marijuana-related characteristics may moderate HIV neurologic disease and impact real-world functioning.}, Doi = {10.1111/adb.12678}, Key = {fds338534} } @article{fds348349, Author = {Bachman, MD and Huettel, SA}, Title = {Motivated control as a bridge between neuroeconomics and cognitive neuroscience.}, Journal = {Nature Human Behaviour}, Volume = {4}, Number = {4}, Pages = {332-333}, Year = {2020}, Month = {April}, url = {http://dx.doi.org/10.1038/s41562-019-0794-0}, Doi = {10.1038/s41562-019-0794-0}, Key = {fds348349} } @article{fds349865, Author = {Botvinik-Nezer, R and Holzmeister, F and Camerer, CF and Dreber, A and Huber, J and Johannesson, M and Kirchler, M and Iwanir, R and Mumford, JA and Adcock, RA and Avesani, P and Baczkowski, BM and Bajracharya, A and Bakst, L and Ball, S and Barilari, M and Bault, N and Beaton, D and Beitner, J and Benoit, RG and Berkers, RMWJ and Bhanji, JP and Biswal, BB and Bobadilla-Suarez, S and Bortolini, T and Bottenhorn, KL and Bowring, A and Braem, S and Brooks, HR and Brudner, EG and Calderon, CB and Camilleri, JA and Castrellon, JJ and Cecchetti, L and Cieslik, EC and Cole, ZJ and Collignon, O and Cox, RW and Cunningham, WA and Czoschke, S and Dadi, K and Davis, CP and Luca, AD and Delgado, MR and Demetriou, L and Dennison, JB and Di, X and Dickie, EW and Dobryakova, E and Donnat, CL and Dukart, J and Duncan, NW and Durnez, J and Eed, A and Eickhoff, SB and Erhart, A and Fontanesi, L and Fricke, GM and Fu, S and Galván, A and Gau, R and Genon, S and Glatard, T and Glerean, E and Goeman, JJ and Golowin, SAE and González-García, C and Gorgolewski, KJ and Grady, CL and Green, MA and Guassi Moreira and JF and Guest, O and Hakimi, S and Hamilton, JP and Hancock, R and Handjaras, G and Harry, BB and Hawco, C and Herholz, P and Herman, G and Heunis, S and Hoffstaedter, F and Hogeveen, J and Holmes, S and Hu, C-P and Huettel, SA and Hughes, ME and Iacovella, V and Iordan, AD and Isager, PM and Isik, AI and Jahn, A and Johnson, MR and Johnstone, T and Joseph, MJE and Juliano, AC and Kable, JW and Kassinopoulos, M and Koba, C and Kong, X-Z and Koscik, TR and Kucukboyaci, NE and Kuhl, BA and Kupek, S and Laird, AR and Lamm, C and Langner, R and Lauharatanahirun, N and Lee, H and Lee, S and Leemans, A and Leo, A and Lesage, E and Li, F and Li, MYC and Lim, PC and Lintz, EN and Liphardt, SW and Losecaat Vermeer and AB and Love, BC and Mack, ML and Malpica, N and Marins, T and Maumet, C and McDonald, K and McGuire, JT and Melero, H and Méndez Leal and AS and Meyer, B and Meyer, KN and Mihai, G and Mitsis, GD and Moll, J and Nielson, DM and Nilsonne, G and Notter, MP and Olivetti, E and Onicas, AI and Papale, P and Patil, KR and Peelle, JE and Pérez, A and Pischedda, D and Poline, J-B and Prystauka, Y and Ray, S and Reuter-Lorenz, PA and Reynolds, RC and Ricciardi, E and Rieck, JR and Rodriguez-Thompson, AM and Romyn, A and Salo, T and Samanez-Larkin, GR and Sanz-Morales, E and Schlichting, ML and Schultz, DH and Shen, Q and Sheridan, MA and Silvers, JA and Skagerlund, K and Smith, A and Smith, DV and Sokol-Hessner, P and Steinkamp, SR and Tashjian, SM and Thirion, B and Thorp, JN and Tinghög, G and Tisdall, L and Tompson, SH and Toro-Serey, C and Torre Tresols and JJ and Tozzi, L and Truong, V and Turella, L and van 't Veer, AE and Verguts, T and Vettel, JM and Vijayarajah, S and Vo, K and Wall, MB and Weeda, WD and Weis, S and White, DJ and Wisniewski, D and Xifra-Porxas, A and Yearling, EA and Yoon, S and Yuan, R and Yuen, KSL and Zhang, L and Zhang, X and Zosky, JE and Nichols, TE and Poldrack, RA and Schonberg, T}, Title = {Variability in the analysis of a single neuroimaging dataset by many teams.}, Journal = {Nature}, Volume = {582}, Number = {7810}, Pages = {84-88}, Year = {2020}, Month = {June}, url = {http://dx.doi.org/10.1038/s41586-020-2314-9}, Abstract = {Data analysis workflows in many scientific domains have become increasingly complex and flexible. Here we assess the effect of this flexibility on the results of functional magnetic resonance imaging by asking 70 independent teams to analyse the same dataset, testing the same 9 ex-ante hypotheses1. The flexibility of analytical approaches is exemplified by the fact that no two teams chose identical workflows to analyse the data. This flexibility resulted in sizeable variation in the results of hypothesis tests, even for teams whose statistical maps were highly correlated at intermediate stages of the analysis pipeline. Variation in reported results was related to several aspects of analysis methodology. Notably, a meta-analytical approach that aggregated information across teams yielded a significant consensus in activated regions. Furthermore, prediction markets of researchers in the field revealed an overestimation of the likelihood of significant findings, even by researchers with direct knowledge of the dataset2-5. Our findings show that analytical flexibility can have substantial effects on scientific conclusions, and identify factors that may be related to variability in the analysis of functional magnetic resonance imaging. The results emphasize the importance of validating and sharing complex analysis workflows, and demonstrate the need for performing and reporting multiple analyses of the same data. Potential approaches that could be used to mitigate issues related to analytical variability are discussed.}, Doi = {10.1038/s41586-020-2314-9}, Key = {fds349865} } @article{fds353842, Author = {McDonald, KR and Pearson, JM and Huettel, SA}, Title = {Dorsolateral and dorsomedial prefrontal cortex track distinct properties of dynamic social behavior.}, Journal = {Social Cognitive and Affective Neuroscience}, Volume = {15}, Number = {4}, Pages = {383-393}, Year = {2020}, Month = {June}, url = {http://dx.doi.org/10.1093/scan/nsaa053}, Abstract = {Understanding how humans make competitive decisions in complex environments is a key goal of decision neuroscience. Typical experimental paradigms constrain behavioral complexity (e.g. choices in discrete-play games), and thus, the underlying neural mechanisms of dynamic social interactions remain incompletely understood. Here, we collected fMRI data while humans played a competitive real-time video game against both human and computer opponents, and then, we used Bayesian non-parametric methods to link behavior to neural mechanisms. Two key cognitive processes characterized behavior in our task: (i) the coupling of one's actions to another's actions (i.e. opponent sensitivity) and (ii) the advantageous timing of a given strategic action. We found that the dorsolateral prefrontal cortex displayed selective activation when the subject's actions were highly sensitive to the opponent's actions, whereas activation in the dorsomedial prefrontal cortex increased proportionally to the advantageous timing of actions to defeat one's opponent. Moreover, the temporoparietal junction tracked both of these behavioral quantities as well as opponent social identity, indicating a more general role in monitoring other social agents. These results suggest that brain regions that are frequently implicated in social cognition and value-based decision-making also contribute to the strategic tracking of the value of social actions in dynamic, multi-agent contexts.}, Doi = {10.1093/scan/nsaa053}, Key = {fds353842} } @article{fds350801, Author = {Bell, RP and Towe, SL and Lalee, Z and Huettel, SA and Meade, CS}, Title = {Neural sensitivity to risk in adults with co-occurring HIV infection and cocaine use disorder.}, Journal = {Cogn Affect Behav Neurosci}, Volume = {20}, Number = {4}, Pages = {859-872}, Year = {2020}, Month = {August}, url = {http://dx.doi.org/10.3758/s13415-020-00806-4}, Abstract = {Persons with co-occurring HIV infection and cocaine use disorder tend to engage in riskier decision-making. However, the neural correlates of sensitivity to risk are not well-characterized in this population. The purpose of this study was to examine the neural interaction effects of HIV infection and cocaine use disorder to sensitivity to risk. The sample included 79 adults who differed on HIV status and cocaine use disorder. During functional magnetic resonance imaging (fMRI), participants completed a Wheel of Fortune (WoF) task that assessed neural activation in response to variations of monetary risk (i.e., lower probability of winning a larger reward). Across groups, neural activation to increasing risk was in cortical and subcortical regions similar to previous investigations using the WoF in nondrug-using populations. Our analyses showed that there was a synergistic effect between HIV infection and cocaine use in the left precuneus/posterior cingulate cortex and hippocampus, and right postcentral gyrus, lateral occipital cortex, cerebellum, and posterior parietal cortex. HIV+ individuals with cocaine use disorder displayed neural hyperactivation to increasing risk that was not observed in the other groups. These results support a synergistic effect of co-occurring HIV infection and cocaine dependence in neural processing of risk probability that may reflect compensation. Future studies can further investigate and validate how neural activation to increasing risk is associated with risk-taking behavior.}, Doi = {10.3758/s13415-020-00806-4}, Key = {fds350801} } @article{fds351438, Author = {Kranton, R and Pease, M and Sanders, S and Huettel, S}, Title = {Deconstructing bias in social preferences reveals groupy and not-groupy behavior.}, Journal = {Proceedings of the National Academy of Sciences of the United States of America}, Volume = {117}, Number = {35}, Pages = {21185-21193}, Year = {2020}, Month = {September}, url = {http://dx.doi.org/10.1073/pnas.1918952117}, Abstract = {Group divisions are a continual feature of human history, with biases toward people's own groups shown in both experimental and natural settings. Using a within-subject design, this paper deconstructs group biases to find significant and robust individual differences; some individuals consistently respond to group divisions, while others do not. We examined individual behavior in two treatments in which subjects make pairwise decisions that determine own and others' incomes. In a political treatment, which divided subjects into groups based on their political leanings, political party members showed more in-group bias than Independents who professed the same political opinions. However, this greater bias was also present in a minimal group treatment, showing that stronger group identification was not the driver of higher favoritism in the political setting. Analyzing individual choices across the experiment, we categorize participants as "groupy" or "not groupy," such that groupy participants have social preferences that change for in-group and out-group recipients, while not-groupy participants' preferences do not change across group context. Demonstrating further that the group identity of the recipient mattered less to their choices, strongly not-groupy subjects made allocation decisions faster. We conclude that observed in-group biases build on a foundation of heterogeneity in individual groupiness.}, Doi = {10.1073/pnas.1918952117}, Key = {fds351438} } @article{fds353059, Author = {Jenke, L and Huettel, SA}, Title = {Voter Preferences Reflect a Competition Between Policy and Identity}, Journal = {Frontiers in Psychology}, Volume = {11}, Year = {2020}, Month = {October}, url = {http://dx.doi.org/10.3389/fpsyg.2020.566020}, Abstract = {Canonical rational choice models of voter preferences assume that voters select candidates whose policy positions most closely match their own. Yet, much of the electorate often appears to prioritize identity variables (e.g., social categories, group membership) over policy considerations. Here, we report an empirical test of policy-identity interactions using surveys of likely voters conducted in the 24 hours before the 2016 United States presidential election and the 2018 United States senatorial elections. Each respondent indicated not only their policy preferences but also key social group identities and how those identities would be reinforced by voting. We observed striking evidence for a competition between policy and social group identification: For voters who exhibited the maximal effects of identity, policy positions were essentially irrelevant to their candidate preferences. These results account for dissociations between voters’ stated policy preferences and their voting behavior, while linking empirical observations of political behavior to new models derived from psychology and neuroscience.}, Doi = {10.3389/fpsyg.2020.566020}, Key = {fds353059} } @article{fds358689, Author = {Bachman, MD and Hunter, MN and Huettel, SA and Woldorff, MG}, Title = {Disruptions of Sustained Spatial Attention Can Be Resistant to the Distractor's Prior Reward Associations.}, Journal = {Frontiers in Human Neuroscience}, Volume = {15}, Pages = {666731}, Year = {2021}, url = {http://dx.doi.org/10.3389/fnhum.2021.666731}, Abstract = {Attention can be involuntarily biased toward reward-associated distractors (value-driven attentional capture, VDAC). Yet past work has primarily demonstrated this distraction phenomenon during a particular set of circumstances: transient attentional orienting to potentially relevant stimuli occurring in our visual environment. Consequently, it is not well-understood if reward-based attentional capture can occur under other circumstances, such as during sustained visuospatial attention. Using EEG, we investigated whether associating transient distractors with reward value would increase their distractibility and lead to greater decrements in concurrent sustained spatial attention directed elsewhere. Human participants learned to associate three differently colored, laterally presented squares with rewards of varying magnitude (zero, small, and large). These colored squares were then periodically reintroduced as distractors at the same lateral locations during a demanding sustained-attention rapid-serial-visual-presentation (RSVP) task at the midline. Behavioral and neural evidence indicated that participants had successfully learned and maintained the reward associations to the distractors. During the RSVP task, consistent with prior work, we found that the distractors generated dips in the instantaneous amplitude of the steady-state visual evoked potentials (SSVEPs) elicited by the midline RSVP stimuli, indicating that the distractors were indeed transiently disrupting sustained spatial attention. Contrary to our hypotheses, however, the magnitude of this dip did not differ by the magnitude of the distractor's reward associations. These results indicate that while sustained spatial attention can be impaired by the introduction of distractors at another location, the main distraction process is resistant to the distractors' reward associations, thus providing evidence of an important boundary condition to value-driven attentional capture.}, Doi = {10.3389/fnhum.2021.666731}, Key = {fds358689} } @article{fds356409, Author = {Hall, SA and Towe, SL and Nadeem, MT and Hobkirk, AL and Hartley, BW and Li, R and Huettel, SA and Meade, CS}, Title = {Hypoactivation in the precuneus and posterior cingulate cortex during ambiguous decision making in individuals with HIV.}, Journal = {J Neurovirol}, Volume = {27}, Number = {3}, Pages = {463-475}, Year = {2021}, Month = {June}, url = {http://dx.doi.org/10.1007/s13365-021-00981-1}, Abstract = {People with human immunodeficiency virus (HIV) often have neurocognitive impairment. People with HIV make riskier decisions when the outcome probabilities are known, and have abnormal neural architecture underlying risky decision making. However, ambiguous decision making, when the outcome probabilities are unknown, is more common in daily life, but the neural architecture underlying ambiguous decision making in people with HIV is unknown. Eighteen people with HIV and 20 controls completed a decision making task while undergoing functional magnetic resonance imaging scanning. Participants chose between a certain reward and uncertain reward with a known (risky) or unknown (ambiguous) probability of winning. There were three levels of risk: high, medium, and low. Ambiguous > risky brain activity was compared between groups. Ambiguous > risky brain activity was correlated with emotional/psychiatric functioning in people with HIV. Both groups were similarly ambiguity-averse. People with HIV were more risk-averse than controls and chose the high-risk uncertain option less often. People with HIV had hypoactivity in the precuneus, posterior cingulate cortex (PCC), and fusiform gyrus during ambiguous > medium risk decision making. Ambiguous > medium risk brain activity was negatively correlated with emotional/psychiatric functioning in individuals with HIV. To make ambiguous decisions, people with HIV underrecruit key regions of the default mode network, which are thought to integrate internally and externally derived information to come to a decision. These regions and related cognitive processes may be candidates for interventions to improve decision-making outcomes in people with HIV.}, Doi = {10.1007/s13365-021-00981-1}, Key = {fds356409} } @article{fds356410, Author = {Khaw, MW and Kranton, R and Huettel, S}, Title = {Oversampling of minority categories drives misperceptions of group compositions.}, Journal = {Cognition}, Volume = {214}, Pages = {104756}, Year = {2021}, Month = {September}, url = {http://dx.doi.org/10.1016/j.cognition.2021.104756}, Abstract = {The ability to estimate proportions informs our immediate impressions of social environments (e.g., of the diversity of races or genders within a crowded room). This study examines how the distribution of attention during brief glances shapes estimates of group gender proportions. Performance-wise, subjects exhibit a canonical pattern of judgment errors: small proportions are overestimated while large values are underestimated. Subjects' eye movements at sub-second timescales reveal that these biases follow from a tendency to visually oversample members of the gender minority. Rates of oversampling dovetail with average levels of error magnitudes, response variability, and response times. Visual biases are thus associated with the inherent difficulty in estimating particular proportions. All results are replicated at a within-subjects level with non-human ensembles using natural scene stimuli; the observed attentional patterns and judgment biases are thus not exclusively guided by face-specific visual properties. Our results reveal the biased distribution of attention underlying typical judgment errors of group proportions.}, Doi = {10.1016/j.cognition.2021.104756}, Key = {fds356410} } @article{fds358766, Author = {Lee, VK and Kranton, RE and Conzo, P and Huettel, SA}, Title = {The hidden cost of humanization: Individuating information reduces prosocial behavior toward in-group members}, Journal = {Journal of Economic Psychology}, Volume = {86}, Year = {2021}, Month = {October}, url = {http://dx.doi.org/10.1016/j.joep.2021.102424}, Abstract = {This paper reports robust experimental evidence that humanization—in the form of individuating information about another's personal preferences—leads to decreased prosocial behavior toward in-group members. Previous research shows that individuating information increases prosocial behavior toward dehumanized out-group members. Its consequences for in-group members, however, are less well understood. Using methods from social psychology and behavioral economics, four experiments show that individuating information decreases pro-social behavior toward in-group members in a variety of settings (charitable giving, altruistic punishment, and trust games). Moreover, this effect results from decreased reliance on group membership labels, and not from other potential explanations like the induction of new group identities. Understanding these effects sheds light on the motives behind intergroup conflict, which may not result from a difference in social perception (i.e., humanized in-groups and dehumanized out-groups), but rather from biases associated with group membership (i.e., in-group favoritism and out-group discrimination) that are eliminated by individuating information. Together, these results indicate that humanization carries a hidden cost for in-group members by disrupting group identities that would otherwise make them targets of altruistic actions.}, Doi = {10.1016/j.joep.2021.102424}, Key = {fds358766} } @article{fds358765, Author = {Blankenstein, NE and Huettel, SA and Li, R}, Title = {Resolving ambiguity: Broadening the consideration of risky decision making over adolescent development}, Journal = {Developmental Review}, Volume = {62}, Year = {2021}, Month = {December}, url = {http://dx.doi.org/10.1016/j.dr.2021.100987}, Abstract = {Popular culture often portrays adolescence as a period of peak risk-taking, but that developmental trend is not consistently found across laboratory studies. Instead, meta-analytic evidence shows that while adolescents take more risks compared to adults, children and adolescents actually take similar levels of risk. Furthermore, developmental trajectories vary across different measures of laboratory decision making and everyday risky behavior. Indeed, the psychological concept of “risk” is multifactorial, such that its different factors exhibit different developmental trajectories. Here, we examine how economic risk preference, or the propensity to gamble on uncertain outcomes with known probabilities, is distinct from economic ambiguity preference, or the propensity to gamble on uncertain outcomes with unknown probabilities – and how economic risk and ambiguity may differentially influence adolescent decision making. Economic ambiguity engages distinct neural mechanisms from economic risk – both in adults and adolescents – and differentially relates to everyday risk-taking. However, to date, it remains elusive how economic ambiguity aversion develops across adolescence, as the relative paucity of such work limits the conclusions that can be drawn. We propose that developmental research into adolescent decision making should consider economic ambiguity as a distinct component within the multifactorial construct of adolescent risk-taking. This will set the stage for future work on economic ambiguity preferences as an explanatory mechanism for behaviors beyond risk taking, such as learning and prosocial behavior.}, Doi = {10.1016/j.dr.2021.100987}, Key = {fds358765} } @article{fds357561, Author = {Sullivan, NJ and Huettel, SA}, Title = {Healthful choices depend on the latency and rate of information accumulation.}, Journal = {Nature Human Behaviour}, Volume = {5}, Number = {12}, Pages = {1698-1706}, Year = {2021}, Month = {December}, url = {http://dx.doi.org/10.1038/s41562-021-01154-0}, Abstract = {The drift diffusion model provides a parsimonious explanation of decisions across neurobiological, psychological and behavioural levels of analysis. Although most drift diffusion model implementations assume that only a single value guides decisions, choices often involve multiple attributes that could make separable contributions to choice. Here we fit incentive-compatible dietary choices to a multi-attribute, time-dependent drift diffusion model, in which taste and health could differentially influence the evidence accumulation process. We find that these attributes shaped both the relative value signal and the latency of evidence accumulation in a manner consistent with participants' idiosyncratic preferences. Moreover, by using a dietary prime, we showed how a healthy choice intervention alters multi-attribute, time-dependent drift diffusion model parameters that in turn predict prime-dependent choices. Our results reveal that different decision attributes make separable contributions to the strength and timing of evidence accumulation, providing new insights into the construction of interventions to alter the processes of choice.}, Doi = {10.1038/s41562-021-01154-0}, Key = {fds357561} } @article{fds364335, Author = {Xu, S and Liu, W and Yang, X and Jönsson, J and Qian, R and McKee, P and Kim, K and Konda, PC and Zhou, KC and Kreiß, L and Wang, H and Berrocal, E and Huettel, SA and Horstmeyer, R}, Title = {Transient Motion Classification Through Turbid Volumes via Parallelized Single-Photon Detection and Deep Contrastive Embedding.}, Journal = {Frontiers in Neuroscience}, Volume = {16}, Pages = {908770}, Year = {2022}, Month = {January}, url = {http://dx.doi.org/10.3389/fnins.2022.908770}, Abstract = {Fast noninvasive probing of spatially varying decorrelating events, such as cerebral blood flow beneath the human skull, is an essential task in various scientific and clinical settings. One of the primary optical techniques used is diffuse correlation spectroscopy (DCS), whose classical implementation uses a single or few single-photon detectors, resulting in poor spatial localization accuracy and relatively low temporal resolution. Here, we propose a technique termed <i><b>C</b></i> <i>lassifying</i> <i><b>R</b></i> <i>apid decorrelation</i> <i><b>E</b></i> <i>vents via</i> <i><b>P</b></i> <i>arallelized single photon d</i> <i><b>E</b></i> <i>tection (CREPE)</i>, a new form of DCS that can probe and classify different decorrelating movements hidden underneath turbid volume with high sensitivity using parallelized speckle detection from a 32 × 32 pixel SPAD array. We evaluate our setup by classifying different spatiotemporal-decorrelating patterns hidden beneath a 5 mm tissue-like phantom made with rapidly decorrelating dynamic scattering media. Twelve multi-mode fibers are used to collect scattered light from different positions on the surface of the tissue phantom. To validate our setup, we generate perturbed decorrelation patterns by both a digital micromirror device (DMD) modulated at multi-kilo-hertz rates, as well as a vessel phantom containing flowing fluid. Along with a deep contrastive learning algorithm that outperforms classic unsupervised learning methods, we demonstrate our approach can accurately detect and classify different transient decorrelation events (happening in 0.1-0.4 s) underneath turbid scattering media, without any data labeling. This has the potential to be applied to non-invasively monitor deep tissue motion patterns, for example identifying normal or abnormal cerebral blood flow events, at multi-Hertz rates within a compact and static detection probe.}, Doi = {10.3389/fnins.2022.908770}, Key = {fds364335} } @article{fds362418, Author = {Breslav, ADS and Zucker, NL and Schechter, JC and Majors, A and Bidopia, T and Fuemmeler, BF and Kollins, SH and Huettel, SA}, Title = {Shuffle the Decks: Children Are Sensitive to Incidental Nonrandom Structure in a Sequential-Choice Task.}, Journal = {Psychol Sci}, Volume = {33}, Number = {4}, Pages = {550-562}, Year = {2022}, Month = {April}, url = {http://dx.doi.org/10.1177/09567976211042007}, Abstract = {As children age, they can learn increasingly complex features of environmental structure-a key prerequisite for adaptive decision-making. Yet when we tested children (N = 304, 4-13 years old) in the Children's Gambling Task, an age-appropriate variant of the Iowa Gambling Task, we found that age was negatively associated with performance. However, this paradoxical effect of age was found only in children who exhibited a maladaptive deplete-replenish bias, a tendency to shift choices after positive outcomes and repeat choices after negative outcomes. We found that this bias results from sensitivity to incidental nonrandom structure in the canonical, deterministic forms of these tasks-and that it would actually lead to optimal outcomes if the tasks were not deterministic. Our results illustrate that changes in decision-making across early childhood reflect, in part, increasing sensitivity to environmental structure.}, Doi = {10.1177/09567976211042007}, Key = {fds362418} } @article{fds362933, Author = {Sullivan, NJ and Li, R and Huettel, SA}, Title = {Peer presence increases the prosocial behavior of adolescents by speeding the evaluation of outcomes for others.}, Journal = {Scientific Reports}, Volume = {12}, Number = {1}, Pages = {6477}, Year = {2022}, Month = {April}, url = {http://dx.doi.org/10.1038/s41598-022-10115-0}, Abstract = {Peer presence can elicit maladaptive adolescent decision-making, potentially by increasing sensitivity to the rewards one receives. It remains unknown whether peer presence also increases adolescents' sensitivity to others' outcomes, which could have an adaptive effect in contexts allowing pro-social behaviors. Here, we combine social utility modeling and real-time decision process modeling to characterize how peer presence alters adolescents' processing of self and other outcomes. We found that adolescents behaved selfishly when privately allocating monetary rewards for themselves and a peer in an incentive-compatible task. In peer presence, however, adolescents became more altruistic. Real-time decision process estimates collected using computer mouse tracking showed that altruistic behavior was associated with relatively earlier influence of peer-outcomes relative to self-outcomes, and that peer presence sped the influence of peer-outcomes without altering the time at which self-outcomes began to influence the decision process. Our results indicate a mechanism through which peer presence prompts greater prosocial behavior by altering how adolescents process prosocial outcomes.}, Doi = {10.1038/s41598-022-10115-0}, Key = {fds362933} } @article{fds364055, Author = {Molter, F and Thomas, AW and Huettel, SA and Heekeren, HR and Mohr, PNC}, Title = {Gaze-dependent evidence accumulation predicts multi-alternative risky choice behaviour.}, Journal = {Plos Computational Biology}, Volume = {18}, Number = {7}, Pages = {e1010283}, Year = {2022}, Month = {July}, url = {http://dx.doi.org/10.1371/journal.pcbi.1010283}, Abstract = {Choices are influenced by gaze allocation during deliberation, so that fixating an alternative longer leads to increased probability of choosing it. Gaze-dependent evidence accumulation provides a parsimonious account of choices, response times and gaze-behaviour in many simple decision scenarios. Here, we test whether this framework can also predict more complex context-dependent patterns of choice in a three-alternative risky choice task, where choices and eye movements were subject to attraction and compromise effects. Choices were best described by a gaze-dependent evidence accumulation model, where subjective values of alternatives are discounted while not fixated. Finally, we performed a systematic search over a large model space, allowing us to evaluate the relative contribution of different forms of gaze-dependence and additional mechanisms previously not considered by gaze-dependent accumulation models. Gaze-dependence remained the most important mechanism, but participants with strong attraction effects employed an additional similarity-dependent inhibition mechanism found in other models of multi-alternative multi-attribute choice.}, Doi = {10.1371/journal.pcbi.1010283}, Key = {fds364055} } @article{fds365123, Author = {Sullivan, NJ and Li, R and Huettel, SA}, Title = {Author Correction: Peer presence increases the prosocial behavior of adolescents by speeding the evaluation of outcomes for others.}, Journal = {Scientific Reports}, Volume = {12}, Number = {1}, Pages = {13177}, Year = {2022}, Month = {August}, url = {http://dx.doi.org/10.1038/s41598-022-17425-3}, Doi = {10.1038/s41598-022-17425-3}, Key = {fds365123} } %% Papers Published @article{fds136700, Title = {Huettel SA, Lockhead GR. Psychologically Rational Choice: Selection between alternatives in a multiple-equilibrium game. Cognitive Sys Res. 2000; 1(3):143-160.}, Year = {2000}, Key = {fds136700} } @article{fds136714, Author = {B Bucur and DJ Madden and J Spaniol and JM Provenzale and R Cabeza and LE White, SA Huettel}, Title = {Age-related slowing of memory retrieval: Contributions of perceptual speed and cerebral white matter integrity.}, Journal = {Neurobiol Aging}, Year = {2007}, Month = {March}, ISSN = {1558-1497}, Abstract = {Previous research suggests that, in reaction time (RT) measures of episodic memory retrieval, the unique effects of adult age are relatively small compared to the effects aging shares with more elementary abilities such as perceptual speed. Little is known, however, regarding the mechanisms of perceptual speed. We used diffusion tensor imaging (DTI) to test the hypothesis that white matter integrity, as indexed by fractional anisotropy (FA), serves as one mechanism of perceptual slowing in episodic memory retrieval. Results indicated that declines in FA in the pericallosal frontal region and in the genu of the corpus callosum, but not in other regions, mediated the relationship between perceptual speed and episodic retrieval RT. This relation held, though to a different degree, for both hits and correct rejections. These findings suggest that white matter integrity in prefrontal regions is one mechanism underlying the relation between individual differences in perceptual speed and episodic retrieval.}, Key = {fds136714} } @article{fds149957, Author = {DJ Madden and J Spaniol and MC Costello and B Bucur and LE White and R Cabeza, SW Davis and NA Dennis and JM Provenzale and SA Huettel}, Title = {Cerebral White Matter Integrity Mediates Adult Age Differences in Cognitive Performance.}, Journal = {Journal of cognitive neuroscience}, Year = {2008}, Month = {June}, ISSN = {0898-929X}, Abstract = {Abstract Previous research has established that age-related decline occurs in measures of cerebral white matter integrity, but the role of this decline in age-related cognitive changes is not clear. To conclude that white matter integrity has a mediating (causal) contribution, it is necessary to demonstrate that statistical control of the white matter-cognition relation reduces the magnitude of age-cognition relation. In this research, we tested the mediating role of white matter integrity, in the context of a task-switching paradigm involving word categorization. Participants were 20 healthy, community-dwelling older adults (60-85 years), and 20 younger adults (18-27 years). From diffusion tensor imaging tractography, we obtained fractional anisotropy (FA) as an index of white matter integrity in the genu and splenium of the corpus callosum and the superior longitudinal fasciculus (SLF). Mean FA values exhibited age-related decline consistent with a decrease in white matter integrity. From a model of reaction time distributions, we obtained independent estimates of the decisional and nondecisional (perceptual-motor) components of task performance. Age-related decline was evident in both components. Critically, age differences in task performance were mediated by FA in two regions: the central portion of the genu, and splenium-parietal fibers in the right hemisphere. This relation held only for the decisional component and was not evident in the nondecisional component. This result is the first demonstration that the integrity of specific white matter tracts is a mediator of age-related changes in cognitive performance.}, Key = {fds149957} } %% Books @book{fds183692, Author = {Purves, D. and Brannon, E. and Cabeza, R. and Huettel, S. and LaBar, K. and Platt, M. and Woldorff, M.}, Title = {Principles of Cognitive Neuroscience}, Publisher = {Sinauer Associates}, Year = {2009}, Key = {fds183692} } @book{fds150850, Author = {S.A. Huettel and Allen W. Song and Gregory McCarthy}, Title = {Functional Magnetic Resonance Imaging, 2nd Edition}, Publisher = {Sinauer Associates}, Year = {2009}, Month = {January}, url = {http://www.sinauer.com/detail.php?id=2863}, Key = {fds150850} } @book{fds211720, Author = {Purves, D. and Cabeza, R. and Huettel, S. and LaBar, K. and Platt, M. and Woldorff, M.}, Title = {Principles of Cognitive Neuroscience, 2nd Edition}, Year = {2012}, Key = {fds211720} } %% Chapters in Books @misc{fds252213, Author = {Madden, DJ and Whiting, WL and Huettel, SA}, Title = {Age-related changes in neural activity during visual perception and attention}, Pages = {157-185}, Booktitle = {Cognitive Neuroscience of Aging: Linking cognitive and cerebral aging}, Publisher = {Oxford University Press}, Year = {2005}, Month = {May}, ISBN = {9780195156744}, url = {http://dx.doi.org/10.1093/acprof:oso/9780195156744.003.0007}, Abstract = {© 2005 by Oxford University Press, Inc. All rights reserved. This chapter presents an overview of age-related changes in sensory systems that alter the identification of objects and events in the environment. It reviews the behavioral literature on perception and attention, documenting decreases in sensory function with age and the centrality of theories of decreased speed of processing in accounting for many age differences in perception and attention. It discusses age differences in attention, as well as the instances when some types of attentional processes remain age invariant. The chapter then reviews the neurobiological underpinnings of attention and perception in young adults, which sets the stage for a detailed discussion of what has been learned about age differences in neural activation and pathways for object recognition and attention. The picture presented is one of decreased efficiency and less differentiation of neural pathways mediating object recognition and higher order visual processes, along with instances of compensatory activation.}, Doi = {10.1093/acprof:oso/9780195156744.003.0007}, Key = {fds252213} } @misc{fds154465, Author = {S.A. Huettel}, Title = {Imaging techniques: BOLD Functional Magnetic Resonance Imaging}, Booktitle = {The New Encyclopedia of Neuroscience}, Editor = {Squire et al.}, Year = {2008}, Key = {fds154465} } @misc{fds154466, Author = {S.A. Huettel}, Title = {Magnetic resonance: Functional MRI (fMRI)}, Booktitle = {Encyclopedia of Spectroscopy and Spectrometry, 2nd Edition}, Editor = {Lindon et al.}, Year = {2008}, Key = {fds154466} } @misc{fds170450, Author = {S.A. Huettel}, Title = {Decisions are not so simple}, Booktitle = {Cerebrum 2010: Emerging Ideas in Brain Science}, Year = {2010}, Key = {fds170450} } @misc{fds183476, Author = {S.A. Huettel}, Title = {Decision making: Neural Underpinnings}, Booktitle = {Sage Encyclopedia of the Mind}, Year = {2010}, Key = {fds183476} } @misc{fds323841, Author = {Venkatraman, V and Huettel, SA and Libedinsky, C and Chee, MWL}, Title = {Economic decision-making and the sleep-deprived brain}, Pages = {145-153}, Booktitle = {Neuroimaging of Sleep and Sleep Disorders}, Publisher = {Cambridge University Press}, Year = {2010}, Month = {January}, ISBN = {9781107018631}, url = {http://dx.doi.org/10.1017/CBO9781139088268}, Abstract = {Introduction As acceptable temporal boundaries of business and social activities gradually disappear with pervasive connectivity, an increasing number of persons will be called upon to make decisions at times that our predecessors reserved for sleep. In the last decade, there has been a surge in interest in the neural underpinnings of decision-making, particularly when individuals are faced with risk [1, 2]. Yet, despite the steady increase in numbers of persons who make decisions following chronic or acute sleep loss, there remains relatively little work about how sleep deprivation (SD) alters decision-making. Risky decisions are those where the outcomes of one or more potential choices are probabilistic; that is, different outcomes might occurwith knownor estimated probabilities (e.g., gambling on roulette). The broad appeal, detailed characterization, ease of experimental design, and ready incentive compatibility have made risky decision-making a common target for research in decision neuroscience or “neuroeconomics” [1, 3, 4].Moreover, risky decisions often must be made under conditions of reduced sleep (and/or other deleterious states), as in the cases of emergency personnel, physicians, financial markets, and even policy makers. For these reasons, an improved understanding of risky decision-making in sleep-deprived persons could have important real-world consequences.}, Doi = {10.1017/CBO9781139088268}, Key = {fds323841} } @misc{fds198098, Author = {S.A. Huettel}, Title = {Novel developments in cognitive fMRI}, Booktitle = {fMRI: From Nuclear Spins to Brain Function}, Year = {2011}, Key = {fds198098} } @misc{fds252222, Author = {Venkatraman, V and Payne, JW and Huettel, SA}, Title = {Neuroeconomics of risky decisions: From variables to strategies}, Pages = {153-172}, Booktitle = {Decision Making, Affect, and Learning: Attention and Performance XXIII}, Publisher = {Oxford University Press}, Year = {2011}, Month = {May}, ISBN = {9780199600434}, url = {http://dx.doi.org/10.1093/acprof:oso/9780199600434.003.0007}, Abstract = {We make a variety of decisions throughout our lives. Some decisions involve outcomes whose values can be readily compared, especially when those outcomes are simple, immediate, and familiar. Other decisions involve imperfect knowledge about their potential consequences. Understanding the choice process when consequences are uncertain - often called the study of decision making under risk - remains a key goal of behavioural economics, cognitive psychology, and now neuroscience. An ongoing challenge, however, lies in the substantial individual differences in how people approach risky decisions. Using a novel choice paradigm, this chapter demonstrates that people vary in whether they adopt compensatory rules (i.e., tradeoffs between decision variables) or noncompensatory rules (i.e., a simplification of the choice problem) in economic decision making. The chapter shows that distinct neural mechanisms support variability in choices and variability in strategic preferences. Specifically, compensatory choices are associated with activation in the anterior insula and the ventromedial prefrontal cortex, while noncompensatory choices are associated with increased activation in the dorsolateral prefrontal cortex and the posterior parietal cortex. The dorsomedial prefrontal cortex shaped decision making at a strategic level through its functional connectivity with these regions. Individual-difference analyses are a key direction through which neuroscience can influence models of choice behaviour.}, Doi = {10.1093/acprof:oso/9780199600434.003.0007}, Key = {fds252222} } @misc{fds211721, Author = {Venkatraman, V. and Huettel, S.A. and Libedinsky, C. and Chee, M.W.L}, Title = {Economic decision making and the sleep-deprived brain}, Booktitle = {Neuroimaging of Sleep & Sleep Disorders}, Editor = {Nofzinger et al.}, Year = {2013}, Key = {fds211721} } @misc{fds220101, Author = {S.A. Huettel}, Title = {Neuroeconomics}, Booktitle = {The Cognitive Neurosciences V}, Editor = {Gazzaniga, M.}, Year = {2013}, Key = {fds220101} } @misc{fds220102, Author = {Reyna, V.F. and Huettel, S.A.}, Title = {A theoretical framework for the neuroscience of risky decision making}, Booktitle = {The Neuroscience of Risky Decision Making}, Editor = {Reyna, V.F. and Zayas, V.}, Year = {2013}, Key = {fds220102} } @misc{fds252212, Author = {San Martin and R and Huettel, SA}, Title = {Cognitive functions as revealed by imaging of the human brain}, Pages = {2213-2238}, Booktitle = {Neuroscience in the 21st Century: From Basic to Clinical}, Publisher = {Springer New York}, Editor = {Pfaff, D.}, Year = {2013}, Month = {November}, ISBN = {1461419964}, url = {http://dx.doi.org/10.1007/978-1-4614-1997-6_82}, Abstract = {Functional neuroimaging techniques allow neuroscientists to map the processes of perception, cognition, memory, and action onto the human brain. The core techniques used in current research either measure neuronal activity directly (e.g., electroencephalography, magnetoencephalography) or measure aspects of brain metabolism that provide indirect measures of neuronal activity (e.g., functional magnetic resonance imaging, positron emission tomography). Each technique presents a distinct set of strengths and limitations; some have superior ability to localize processing within the brain (spatial resolution), while others have better capability for evaluating the timing of processing (temporal resolution). As these techniques have matured, they have been applied to an increasingly diverse range of research questions. This chapter highlights some key advances associated with functional neuroimaging, with a focus on research that studies higher cognition and decision making. The chapter ends with speculations about the future directions for functional neuroimaging research, including the roles these techniques will play within neuroscience.}, Doi = {10.1007/978-1-4614-1997-6_82}, Key = {fds252212} } @misc{fds366951, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Combining fMRI with Other Techniques}, Pages = {485-532}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366951} } @misc{fds366952, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {The Future of fMRI: Practical and Ethical Issues}, Pages = {533-573}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366952} } @misc{fds366953, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Statistical Analysis II: Advanced Approaches}, Pages = {411-462}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366953} } @misc{fds366954, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Advanced fMRI Methods}, Pages = {463-483}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366954} } @misc{fds366955, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Statistical Analysis I: Basic Analyses}, Pages = {363-410}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366955} } @misc{fds366956, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Experimental Design}, Pages = {323-361}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366956} } @misc{fds366957, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {BOLD fMRI: Origins and Properties}, Pages = {211-270}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366957} } @misc{fds366958, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {From Neuronal to Hemodynamic Activity}, Pages = {159-210}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366958} } @misc{fds366959, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Signal, Noise, and Preprocessing of fMRI Data}, Pages = {271-321}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366959} } @misc{fds366960, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {MRI Contrast Mechanisms and Acquisition Techniques}, Pages = {123-157}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366960} } @misc{fds366961, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Basic Principles of MR Image Formation}, Pages = {89-121}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366961} } @misc{fds366962, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {Basic Principles of MR Signal Generation}, Pages = {57-88}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366962} } @misc{fds366963, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {MRI Scanners}, Pages = {31-55}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366963} } @misc{fds366964, Author = {Huettel, SA and Song, AW and McCarthy, G}, Title = {An Introduction to fMRI}, Pages = {1-30}, Booktitle = {FUNCTIONAL MAGNETIC RESONANCE IMAGING, THIRD EDITION}, Year = {2014}, ISBN = {978-0-87893-627-4}, Key = {fds366964} } @misc{fds303798, Author = {Coutlee, CG and Huettel, SA}, Title = {Rules, rewards, and responsibility: A reinforcement learning approach to action control}, Pages = {327-334}, Booktitle = {Moral Psychology, Volume 4: Free Will And Moral Responsibility}, Editor = {Sinnott-Armstrong, W.}, Year = {2014}, Month = {January}, ISBN = {9780262525473}, Key = {fds303798} } @misc{fds252214, Author = {Utevsky, AV and Huettel, SA}, Title = {Social Decision Making}, Volume = {3}, Pages = {231-234}, Booktitle = {Brain Mapping: An Encyclopedic Reference}, Year = {2015}, Month = {February}, ISBN = {9780123973160}, url = {http://dx.doi.org/10.1016/B978-0-12-397025-1.00185-8}, Doi = {10.1016/B978-0-12-397025-1.00185-8}, Key = {fds252214} } @misc{fds322018, Author = {Huettel, SA}, Title = {Novel developments in cognitive fMRI}, Pages = {557-579}, Booktitle = {fMRI: From Nuclear Spins to Brain Functions}, Publisher = {Springer US}, Year = {2015}, Month = {September}, ISBN = {9781489975904}, url = {http://dx.doi.org/10.1007/978-1-4899-7591-1_19}, Doi = {10.1007/978-1-4899-7591-1_19}, Key = {fds322018} } @misc{fds366406, Author = {Huettel, SA}, Title = {Functional MRI (fMRI)}, Pages = {778-784}, Booktitle = {Encyclopedia of Spectroscopy and Spectrometry}, Year = {2016}, Month = {January}, ISBN = {9780128032244}, url = {http://dx.doi.org/10.1016/B978-0-12-803224-4.00053-4}, Abstract = {Functional magnetic resonance imaging (fMRI) allows researchers to investigate the mechanisms underlying information processing in the human brain. Most fMRI studies use standard MRI scanners to collect images sensitive to changes in blood oxygenation level-dependent (BOLD) contrast, which provides an indirect measure of neuronal activity. The images collected in BOLD fMRI experiments generally have spatial resolution on the order of several millimeters and temporal resolution on the order of several seconds. fMRI provides several advantages over other human neuroimaging techniques: it is noninvasive, can be adapted to a wide range of experiments, and allows good localization of activation. Because of these and other strengths, fMRI has grown over the past two decades to become the dominant technique in human cognitive neuroscience. However, fMRI also has significant limitations, especially regarding the conclusions that can be drawn from individual studies. This article introduces the basic physical and physiological principles of fMRI, followed by a consideration of the core concepts involved in fMRI experimentation.}, Doi = {10.1016/B978-0-12-803224-4.00053-4}, Key = {fds366406} } @misc{fds326932, Author = {Martin, RS and Huettel, SA}, Title = {Cognitive functions as revealed by imaging of the human brain}, Pages = {2727-2753}, Booktitle = {Neuroscience in the 21st Century: From Basic to Clinical, Second Edition}, Publisher = {Springer New York}, Year = {2016}, Month = {January}, ISBN = {9781493934737}, url = {http://dx.doi.org/10.1007/978-1-4939-3474-4_82}, Abstract = {Functional neuroimaging techniques allow neuroscientists to map the processes of perception, cognition, memory, and action onto the human brain. The core techniques used in current research either measure neuronal activity directly (e.g., electroencephalography, magnetoencephalography) or measure aspects of brain metabolism that provide indirect measures of neuronal activity (e.g., functional magnetic resonance imaging, positron emission tomography). Each technique presents a distinct set of strengths and limitations; some have superior ability to localize processing within the brain (spatial resolution), while others have better capability for evaluating the timing of processing (temporal resolution). As these techniques have matured, they have been applied to an increasingly diverse range of research questions. This chapter highlights some key advances associated with functional neuroimaging, with a focus on research that studies higher cognition and decision making. The chapter ends with speculations about the future directions for functional neuroimaging research, including the roles these techniques will play within neuroscience.}, Doi = {10.1007/978-1-4939-3474-4_82}, Key = {fds326932} } @misc{fds330540, Author = {Jack, J and Appelbaum, LG and Beam, E and Moody, J and Huettel, SA}, Title = {Mapping rhetorical topologies in cognitive neuroscience}, Pages = {125-150}, Booktitle = {Topologies as Techniques for a Post-Critical Rhetoric}, Publisher = {Springer International Publishing}, Year = {2017}, Month = {January}, ISBN = {9783319512679}, url = {http://dx.doi.org/10.1007/978-3-319-51268-6_7}, Abstract = {Many tools that neuroscientists use to trace the complex topography of the human brain draw on the neuroscience literature to yield “metanalyses” or “syntheses of data.” These approaches conflate rhetorical connections in the literature with physical connections in the brain. By contrast, the model presented in this chapter seeks not a topography of the brain but a topology of neuroscience. A social network analysis of titles and abstracts for cognitive neuroscience articles yields a topology of brain regions and functions. This map can help researchers identify underresearched areas (e.g., the thalamus) or areas that are oversaturated (e.g., the amygdala). The map also helps researchers identify subdisciplines, such as “neuroeconomics,” that have not yet integrated with the broader field–“islands” where rhetorical work could yield benefits.}, Doi = {10.1007/978-3-319-51268-6_7}, Key = {fds330540} } @misc{fds341007, Author = {Huettel, SA}, Title = {Functional MRI (fMRI)}, Pages = {778-784}, Booktitle = {Encyclopedia of Spectroscopy and Spectrometry}, Year = {2017}, Month = {January}, ISBN = {9780128032244}, url = {http://dx.doi.org/10.1016/B978-0-12-803224-4.00053-4}, Abstract = {Functional magnetic resonance imaging (fMRI) allows researchers to investigate the mechanisms underlying information processing in the human brain. Most fMRI studies use standard MRI scanners to collect images sensitive to changes in blood oxygenation level-dependent (BOLD) contrast, which provides an indirect measure of neuronal activity. The images collected in BOLD fMRI experiments generally have spatial resolution on the order of several millimeters and temporal resolution on the order of several seconds. fMRI provides several advantages over other human neuroimaging techniques: it is noninvasive, can be adapted to a wide range of experiments, and allows good localization of activation. Because of these and other strengths, fMRI has grown over the past two decades to become the dominant technique in human cognitive neuroscience. However, fMRI also has significant limitations, especially regarding the conclusions that can be drawn from individual studies. This article introduces the basic physical and physiological principles of fMRI, followed by a consideration of the core concepts involved in fMRI experimentation.}, Doi = {10.1016/B978-0-12-803224-4.00053-4}, Key = {fds341007} } @misc{fds342365, Author = {Massar, SAA and Lim, J and Huettel, SA}, Title = {Sleep deprivation, effort allocation and performance.}, Volume = {246}, Pages = {1-26}, Booktitle = {Progress in Brain Research}, Year = {2019}, Month = {January}, ISBN = {9780444642509}, url = {http://dx.doi.org/10.1016/bs.pbr.2019.03.007}, Abstract = {Sleep deprivation causes physiological alterations (e.g., decreased arousal, intrusion of micro-sleeps), that negatively affect performance on a wide range of cognitive domains. These effects indicate that cognitive performance relies on a capacity-limited system that may be more challenged in the absence of sleep. Additionally, sleep loss can result in a lower willingness to exert effort in the pursuit of performance goals. Such deficits in motivation may interact with the effects of capacity limitations to further stifle cognitive performance. When sleep-deprived, cognitive performance is experienced as more effortful, and intrinsic motivation to perform dwindles. On the other hand, increasing motivation extrinsically (e.g., by monetary incentives) can inspire individuals to allocate more task-related effort, and can partially counter performance deficits associated with sleep deprivation. In this chapter, we review current research on the interplay between sleep deprivation, effort and performance. We integrate these findings into an effort-based decision-making framework in which sleep-related performance impairments may result from a voluntary decision to withdraw effort. We conclude with practical implications of this framework for performance in healthy populations (e.g., work productivity) and clinical conditions.}, Doi = {10.1016/bs.pbr.2019.03.007}, Key = {fds342365} } | |
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