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B. Eum, S. Dolbier, A. Rangel. Peripheral visual information halves attentional choice biases. Psychological Science, 2023, 34(9):984-998.
https://doi.org/10.1177/09567976231184878 » pdf » data and code (3.5 GB) »


F. Callaway, A. Rangel, T. Griffiths. Fixation patterns in simple choice reflect optimal information sampling. PLOS Computational Biology, 2021, 17(3).
https://doi.org/10.1371/journal.pcbi.1008863 » pdf » appendix » data and code (223 KB) »


G. Tavares, P. Perona, A. Rangel. The Attentional Drift Diffusion Model of simple perceptual decision-making. Frontiers in Neuroscience, 2017, 11.
https://doi.org/10.3389/fnins.2017.00468 » pdf » supplementary materials » data and code (48 MB) »


V. B. McGinty, A. Rangel, W. T. Newsome. Orbitofrontal Cortex Value Signals Depend on Fixation Location during Free Viewing. Neuron, 2016, 90(6):1299-1311.
https://doi.org/10.1016/j.neuron.2016.04.045 »

I. Krajbich, C. Camerer, A. Rangel. Exploring the Scope of Neurometrically Informed Mechanism Design. Games and Economic Behavior, 2016, 101:49-62.
https://doi.org/10.1016/j.geb.2016.05.001 » link »


C. A. Hutcherson, B. Bushong, A. Rangel. A neurocomputational model of altruistic choice and its implications. Neuron, 2015, 87(2):451-462.
https://doi.org/10.1016/j.neuron.2015.06.031 »

C. A. Hutcherson, L. Montaser-Kouhsari, J. Woodward, A. Rangel. Emotional and utilitarian appraisals of moral dilemmas are encoded in separate areas and integrated in ventromedial prefrontal cortex. Journal of Neuroscience, 2015, 35(36):12593-12605.
https://doi.org/10.1523/jneurosci.3402-14.2015 » pdf »

N. Sullivan, C. Hutcherson, A. Harris, A. Rangel. Dietary self-control is related to the speed with which health and taste attributes are processed. Psychological Science, 2015, 26(2):122-134.
https://doi.org/10.1177/0956797614559543 » link » multimedia »


J. Gottlieb, M. Hayhoe, O. Hikosaka, A. Rangel. Attention, reward, and information seeking. Journal of Neuroscience, 2014, 34(46):15497-15504.
https://doi.org/10.1523/jneurosci.3270-14.2014 » pdf »

A. Smith, B. D. Bernheim, C. F. Camerer, A. Rangel. Neural activity reveals preferences without choices. American Economic Journal: Microeconomics, 2014, 6(2):1-36.
https://doi.org/10.1257/mic.6.2.1 » pdf »

J. A. Clithero, A. Rangel. Informatic parcellation of the network involved in the computation of subjective value. Social Cognitive and Affective Neuroscience, 2014, 9(9):1289-1302.
https://doi.org/10.1093/scan/nst106 » pdf »

C. Frydman, N. Barberis, C. Camerer, P. Bossaerts, A. Rangel. Using neural data to test a theory of investor behavior: an application to realization utility. Journal of Finance, 2014, 69(2):907-946.
https://doi.org/10.1111/jofi.12126 » pdf »

C. Frydman, A. Rangel. Debiasing the disposition effect by reducing the saliency of information about a stock's purchase price. Journal of Economic Behavior and Organization, 2014, 107:541-552.
https://doi.org/10.1016/j.jebo.2014.01.017 » link »

T. A. Hare, S. Hakimi, A. Rangel. Activity in dlPFC and its effective connectivity to vmPFC are associated with temporal discounting. Frontiers in Neuroscience, 2014, 8:50.
https://doi.org/10.3389/fnins.2014.00050 » pdf »


E. D. Boorman, J. P. O'Doherty, R. Adolphs, A. Rangel. The behavioral and neural mechanisms underlying the tracking of expertise. Neuron, 2013, 80(6):1558-1571.
https://doi.org/10.1016/j.neuron.2013.10.024 » pdf »

G. Fisher, A. Rangel. Symmetry in cold-to-hot and hot-to-cold valuation gaps. Psychological Science, 2013, 25(1):120-127.
https://doi.org/10.1177/0956797613502362 »

A. Harris, T. Hare, A. Rangel. Temporally dissociable mechanisms of self-control: Early attentional filtering versus late modulation. Journal of Neuroscience, 2013, 33(48):18917-18931.
https://doi.org/10.1523/jneurosci.5816-12.2013 » pdf »

V. Janowski, C. Camerer, A. Rangel. Empathic choice involves vmPFC value signals that are modulated by social processing implemented in IPL. Social Cognitive and Affective Neuroscience, 2013, 8(2):201-208.
https://doi.org/10.1093/scan/nsr086 » pdf »

S.-L. Lim, J. P. O'Doherty, A. Rangel. Stimulus value signals in ventromedial PFC reflect the integration of attribute value signals computed in fusiform gyrus and posterior superior temporal gyrus. Journal of Neuroscience, 2013, 33(20):8729-8741.
https://doi.org/10.1523/jneurosci.4809-12.2013 » pdf »

D. McNamee, A. Rangel, J. P. O'Doherty. Category-dependent and category-independent goal-value codes in human ventromedial prefrontal cortex. Nature Neuroscience, 2013, 16(4):479-485.
https://doi.org/10.1038/nn.3337 »

A. Rangel. Regulation of dietary choice by the decision-making circuitry. Nature Neuroscience, 2013, 16(2):1717-1724.
https://doi.org/10.1038/nn.3561 »

A. Rangel, J. A. Clithero. The computation of stimulus values in simple choice. Neuroeconomics: Decision-Making and the Brain, 2nd ed., edited by Paul Glimcher and Ernst Fehr, Academic Press, 2013.
https://doi.org/10.1016/B978-0-12-416008-8.00008-5 » link »


C. A. Hutcherson, H. Plassmann, J. J. Gross, A. Rangel. Cognitive regulation during decision making shifts behavioral control between ventromedial and dorsolateral prefrontal value systems. Journal of Neuroscience, 2012, 32(39):13543:13554.
https://doi.org/10.1523/jneurosci.6387-11.2012 » pdf »

I. Krajbich, D. Lu, C. Camerer, A. Rangel. The attentional drift-diffusion model extends to simple purchasing decisions. Frontiers in Psychology, 2012, 3:193.
https://doi.org/10.3389/fpsyg.2012.00193 » pdf »

A. Lin, K. Tsai, A. Rangel, R. Adolphs. Reduced social preferences in autism: evidence from charitable donations. Journal of Neurodevelopmental Disorders, 2012, 4(8):1-9.
https://doi.org/10.1186/1866-1955-4-8 » pdf »

A. Lin, R. Adolphs, A. Rangel. Social and monetary reward learning engage overlapping neural substrates. Social Cognitive and Affective Neuroscience, 2012, 7(3):274-281.
https://doi.org/10.1093/scan/nsr006 » pdf »

A. Lin, A. Rangel, R. Adolphs. Impaired learning of social compared to monetary rewards in autism. Frontiers in Neuroscience, 2012, 6(143).
https://doi.org/10.3389/fnins.2012.00143 » pdf »

M. Milosavljevic, V. Navalpakkam, C. Koch, A. Rangel. Relative visual saliency differences induce sizable bias in consumer choice. Journal of Consumer Psychology, 2012, 22(1):67-74.
https://doi.org/10.1016/j.jcps.2011.10.002 »

A. Rangel, J. A. Clithero. Value normalization in decision-making: theory and evidence. Current Opinion in Neurobiology, 2012, 22(6):970-981.
https://doi.org/10.1016/j.conb.2012.07.011 » link »

P. Sokol-Hessner, C. Hutcherson, T. Hare, A. Rangel. Decision value computation in DLPFC and VMPFC adjusts to the available decision time. European Journal of Neuroscience, 2012, 35(7):1065-1074.
https://doi.org/10.1111/j.1460-9568.2012.08076.x » link »


E. Fehr, A. Rangel. Neuroeconomic foundations of economic choice - Recent advances. Journal of Economic Perspectives, 2011, 25(4):3-30.
https://doi.org/10.1257/jep.25.4.3 » pdf »

C. Frydman, C. Camerer, P. Bossaerts, A. Rangel. MAOA-L carriers are better at making optimal financial decisions under risk. Proceedings of the Royal Society B: Biological Sciences, 2011, 278(1714):2053-2059.
https://doi.org/10.1098/rspb.2010.2304 »

T. A. Hare, J. Malmaud, A. Rangel. Focusing attention on the health aspects of foods changes value signals in vmPFC and improves dietary choice. Journal of Neuroscience, 2011, 31(30):11077-11087.
https://doi.org/10.1523/jneurosci.6383-10.2011 » pdf »

T. A. Hare, W. Schultz, C. F. Camerer, J. P. O'Doherty, A. Rangel. Transformation of stimulus value signals into motor commands during simple choice. PNAS, 2011, 108(44):18120-18125.
https://doi.org/10.1073/pnas.1109322108 » pdf »

A. Harris, R. Adolphs, C. Camerer, A. Rangel. Dynamic construction of stimulus values in the ventromedial prefrontal cortex. PLOS One, 2011, 6(6):e21074.
https://doi.org/10.1371/journal.pone.0021074 » pdf »

R. L. Jenison, A. Rangel, H. Oya, H. Kawasaki, M. A. Howard. Value encoding in single neurons in the human amygdala during decision making. Journal of Neuroscience, 2011, 31(1):331:338.
https://doi.org/10.1523/jneurosci.4461-10.2011 » pdf »

M. Kang, A. Rangel, M. Camus, C. F. Camerer. Hypothetical and real choice differentially activate common valuation areas. Journal of Neuroscience, 2011, 31(2):461-468.
https://doi.org/10.1523/jneurosci.1583-10.2011 » pdf »

I. Krajbich, A. Rangel. Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions. PNAS, 2011, 108(33):13852-13857.
https://doi.org/10.1073/pnas.1101328108 » pdf »

S.-L. Lim, J. P. O'Doherty, A. Rangel. The decision value computations in the vmPFC and striatum use a relative value code that is guided by visual attention. Journal of Neuroscience, 2011, 31(37):13214-13223.
https://doi.org/10.1523/jneurosci.1246-11.2011 » pdf »

M. Milosavljevic, C. Koch, A. Rangel. Consumers can make decisions in as little as a third of a second. Judgment and Decision Making, 2011, 6(6):520-530.
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M. Milosavljevic, E. Madsen, C. Koch, A. Rangel. Fast saccades toward numbers: Simple numberl comparisons can be made in as little as 230 ms. Journal of Vision, 2011, 11(4):1-12.
https://doi.org/10.1167/11.4.4 » pdf »

E. Reutskaja, R. Nagel, C. F. Camerer, A. Rangel. Search dynamics in consumer choice under time pressure: An eye-tracking study. American Economic Review, 2011, 101(2):900-906.
https://doi.org/10.1257/aer.101.2.900 » pdf »


B. Bushong, L. M. King, C. F. Camerer, A. Rangel. Pavlovian processes in consumer choice: The physical presence of a good increases willingness-to-pay. American Economic Review, 2010, 100(4):1-18.
https://doi.org/10.1257/aer.100.4.1556 » pdf »

T. A. Hare, C. F. Camerer, D. T. Knoepfle, J. P. O'Doherty, A. Rangel. Value computations in ventral medial prefrontal cortex during charitable decision making incorporate input from regions involved in social cognition. Journal of Neuroscience, 2010, 30(2):583-590.
https://doi.org/10.1523/jneurosci.4089-09.2010 » pdf »

I. Krajbich, C. Armel, A. Rangel. Visual fixations and the computation and comparison of value in simple choice. Nature Neuroscience, 2010, 13(10):1292-1298.
https://doi.org/10.1038/nn.2635 »

A. Litt, H. Plassmann, B. Shiv, A. Rangel. Dissociating valuation and saliency signals during decision-making. Cerebral Cortex, 2010, 21(1):95-102.
https://doi.org/10.1093/cercor/bhq065 »

M. Milosavljevic, J. Malmaud, A. Huth, C. Koch, A. Rangel. The Drift Diffusion Model can account for the accuracy and reaction time of value-based choices under high and low time pressure. Judgment and Decision Making, 2010, 5(6):437-449.
pdf »

H. Plassmann, J. P. O'Doherty, A. Rangel. Appetitive and aversive goal values are encoded in the medial orbitofrontal cortex at the time of decision making. Journal of Neuroscience, 2010, 30(32):10799-10808.
https://doi.org/10.1523/jneurosci.0788-10.2010 » pdf »

A. Rangel, T. Hare. Neural computations associated with goal-directed choice. Current Opinion in Neurobiology, 2010, 20(2):262-270.
https://doi.org/10.1016/j.conb.2010.03.001 » pdf »

E. Tricomi, A. Rangel, C. F. Camerer, J. P. O'Doherty. Neural evidence for inequality-averse social preferences. Nature, 2010, 463(7284):1089-1091.
https://doi.org/10.1038/nature08785 »

K. Wunderlich, A. Rangel, J. P. O'Doherty. Economic choices can be made using only stimulus values. PNAS, 2010, 107(34):15005-15010.
https://doi.org/10.1073/pnas.1002258107 » pdf »


B. D. Bernheim, A. Rangel. Beyond Revealed Preference: Choice-Theoretic Foundations for Behavioral Economics. Quarterly Journal of Economics, 2009, 124(1):51-104.
https://doi.org/10.1162/qjec.2009.124.1.51 » link »

M. Camus, N. Halelamien, H. Plassmann, S. Shimojo, J. O'Doherty, C. Camerer, A. Rangel. Repetitive transcranial magnetic stimulation over the right dorsolateral prefrontal cortex decreases valuations during food choices. European Journal of Neuroscience, 2009, 30(10):1980-1988.
https://doi.org/10.1111/j.1460-9568.2009.06991.x »

V. S. Chib, A. Rangel, S. Shimojo, J. P. O'Doherty. Evidence for a common representation of decision values for dissimilar goods in human ventromedial prefrontal cortex. Journal of Neuroscience, 2009, 29(39):12315-12320.
https://doi.org/10.1523/jneurosci.2575-09.2009 » pdf »

T. A. Hare, C. F. Camerer, A. Rangel. Self-control in decision-making involves modulation of the vmPFC valuation system. Science, 2009, 324(5927):646-648.
https://doi.org/10.1126/science.1168450 » pdf »

I. Krajbich, C. Camerer, J. Ledyard, A. Rangel. Using neural measures of economic value to solve the public goods free-rider problem. Science, 2009, 326(5952):596-599.
https://doi.org/10.1126/science.1177302 » pdf »

A. Rangel. The neuroeconomics of simple goal-directed choice. The Cognitive Neurosciences, 4th ed., edited by Michael S. Gazzaniga, MIT Press, 2009.
link »

B. Weber, A. Rangel, M. Wibral, A. Falk. The medial prefrontal cortex exhibits money illusion. PNAS, 2009, 106(13):5025-5028.
https://doi.org/10.1073/pnas.0901490106 » pdf »

K. Wunderlich, A. Rangel, J. P. O'Doherty. Neural computations underlying action-based decision making in the human brain. PNAS, 2009, 106(40):17199-17204.
https://doi.org/10.1073/pnas.0901077106 » pdf »


K. C. Armel, A. Beaumel, A. Rangel. Biasing simple choices by manipulating relative visual attention. Judgment and Decision Making, 2008, 3(5):396-403.
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K. C. Armel, A. Rangel. The impact of computation time and experience on decision values. American Economic Review, 2008, 98(2):163-168.
doi:10.1257/aer.98.2.163 » pdf »

B. D. Bernheim, A. Rangel. Choice-Theoretic Foundations for Behavioral Welfare Economics. The Foundations of Positive and Normative Economics: A Handbook, edited by Andrew Caplin and Andrew Schotter, Oxford University Press, 2008.
https://doi.org/10.1093/acprof:oso/9780195328318.001.0001 link »

B. D. Bernheim, A. Rangel. Behavioral Public Economics. New Palgrave Dictionary of Economics, 2nd ed., edited by Steven Durlauf and Lawrence E. Blume, Palgrave Macmillan, 2008.
https://doi.org/10.1057/978-1-349-95121-5_2074-1 » link »

S. Bray, A. Rangel, S. Shimojo, B. Balleine, J. P. O'Doherty. The neural mechanisms underlying the influence of Pavlovian cues on human decision-making. Journal of Neuroscience, 2008, 28(22):5861-5866.
https://doi.org/10.1523/jneurosci.0897-08.2008 » pdf »

T. A. Hare, J. O'Doherty, C. F. Camerer, W. Schultz, A. Rangel. Dissociating the role of the orbitofrontal cortex and the striatum in the computation of goal values and prediction errors. Journal of Neuroscience, 2008, 28(22):5623-5630.
https://doi.org/10.1523/jneurosci.1309-08.2008 » pdf »

H. Plassmann, J. O'Doherty, B. Shiv, A. Rangel. Marketing actions can modulate neural representations of experienced pleasantness. PNAS, 2008, 105(3):1050-1054.
https://doi.org/10.1073/pnas.0706929105 » pdf »

A. Rangel, C. Camerer, P. R. Montague. A framework for studying the neurobiology of value-based decision making. Nature Reviews Neuroscience, 2008, 9(7):545-556.
https://doi.org/10.1038/nrn2357 »

A. Rangel. The computation and comparison of value in goal-directed choice. Neuroeconomics: Decision-Making and the Brain, edited by Paul Glimcher, Colin Camerer, Ernst Fehr, and Russell Poldrack, Academic Press, 2008.
https://doi.org/10.1016/B978-0-12-374176-9.00028-2 » link »

M. L. Spezio, A. Rangel, R. M. Alvarez, J. P. O'Doherty, K. Mattes, A. Todorov, H. Kim, R. Adolphs. A neural basis for the effect of candidate appearance on election outcomes. Social Cognitive and Affective Neuroscience, 2008, 3(4):344-352.
https://doi.org/10.1093/scan/nsn040 » pdf »


H. Plassmann, J. O'Doherty, A. Rangel. Orbitofrontal cortex encodes willingness to pay in everyday economic transactions. Journal of Neuroscience, 2007, 27(37):9984-9988.
https://doi.org/10.1523/jneurosci.2131-07.2007 » pdf »

B. D. Bernheim, A. Rangel. Toward Choice-Theoretic Foundations for Behavioral Welfare Economics. American Economic Review, 2007, 97(2):464-470.
https://doi.org/10.1257/aer.97.2.464 » pdf »

B. D. Bernheim, A. Rangel. Behavioral Public Economics: Welfare and Policy Analysis With Non-standard Decision-Makers. Behavioral Economics and its Applications, edited by Peter Diamond and Hannu Vartiainen, Princeton University Press, 2007.
https://doi.org/10.1515/9781400829149 link »


B. D. Bernheim, A. Rangel, L. Rayo. The Power of the Last Word in Legislative Policy Making. Econometrica, 2006, 74(5):1161-1190.
https://doi.org/10.1111/j.1468-0262.2006.00701.x » pdf »

B. D. Bernheim, A. Rangel. From Neuroscience to Public Policy: A New Economic View of Addiction. Swedish Economic Policy Review, 2006.
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A. Rangel. How to Protect Future Generations Using Tax-Base Restrictions. American Economic Review, 2005, 95(1):314-346.
https://doi.org/10.1257/0002828053828527 » pdf »

B. D. Bernheim, A. Rangel. Addiction and Cue-Triggered Decision Processes. American Economic Review, 2004, 94(5):1558-1590.
https://doi.org/10.1257/0002828043052222 » pdf » appendix »

A. Rangel. Forward and Backward Intergenerational Goods: Why is Social Security Good for the Environment?. American Economic Review, 2003, 93(3):813-834.
https://doi.org/10.1257/000282803322157106 » pdf »

E. Cantillon, A. Rangel. A Graphical Analysis fo Some Basic Results in Social Choice. Social Choice and Welfare, 2002, 19(3):587-611.
https://doi.org/10.1007/s003550100139 »

A. Rangel, R. Zeckhauser. Can Markets and Political Institutions Generate Optimal Intergenerational Risk Sharing?. Risk Aspects of Investment Based Social Security Reform, edited by John Campbell and Martin Feldstein, Chicago University Press, 2001.
https://doi.org/10.7208/chicago/9780226092560.001.0001 link »

E. Helpman, A. Rangel. Adjusting to a New Technology: Experience and Training. Journal of Economic Growth, 1999, 4(4):359-383.
https://doi.org/10.1023/A:1009888907797 »

J. O. Ledyard, D. Porter, A. Rangel. Experiments Testing Multiobject Allocation Mechanisms. Journal of Economics and Management Strategy, 1997, 6(3):639-675.
https://doi.org/10.1111/j.1430-9134.1997.00639.x » link »

J. O. Ledyard, D. Porter, A. Rangel. Using Computerized Exchange Systems to Solve an Allocation Problem in Project Management. Journal of Organizational Computing, 1994, 4(3):271-296.
https://doi.org/10.1080/10919399409540228 »