TOWARDS A GENERAL MODEL OF TEMPORAL DISCOUNTING
Open accessAbstract
Psychological models of temporal discounting have now successfully displaced classical economic theory due to the simple fact that many common behavior patterns, such as impulsivity, were unexplainable with classic models. However, the now dominant hyperbolic model of discounting is itself becoming increasingly strained. Numerous factors have arisen that alter discount rates with no means to incorporate the different influences into standard hyperbolic models. Furthermore, disparate literatures are emerging that propose theoretical constructs that are seemingly independent of hyperbolic discounting. We argue that, although hyperbolic discounting provides an eminently useful quantitative measure of discounting, it fails as a descriptive psychological model of the cognitive processes that produce intertemporal preferences. Instead, we propose that recent contributions from cognitive neuroscience indicate a path for developing a general model of time discounting. New data suggest a means by which neuroscience‐based theory may both integrate the diverse empirical data on time preferences and merge seemingly disparate theoretical models that impinge on time preferences.
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Striatal circuits are divided into a ventral valuation network and a dorsal control network.
“striatal circuits are divided into two networks: a ventral valuation network that is involved in representing the incentive value of the different options, and a dorsal control network that is involved in maintaining future goals and inhibiting prepotent responses (18, 24).”
From Adolescent impatience decreases with increased frontostriatal connectivity (2015) · cites this paper as [18]
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An Integrative Theory of Prefrontal Cortex Function
Miller, E. K., & Cohen, J. D. (2001) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.24.1.167 · Cited by 12,803 · see citing works
A neural substrate of prediction and reward
Schultz, W., Dayan, P., & Montague, P. R. (1997) · Science · doi:10.1126/science.275.5306.1593 · Cited by 9,388 · see citing works
Conflict monitoring and cognitive control
Botvinick, M. M., Braver, T. S., Barch, D. M., Carter, C. S., & Cohen, J. D. (2001) · Psychological Review · doi:10.1037/0033-295x.108.3.624 · Cited by 7,351 · see citing works
Golden eggs and hyperbolic discounting
Laibson, D. (1997) · The Quarterly Journal of Economics · doi:10.1162/003355397555253 · Cited by 6,122 · see citing works
Time Discounting and Time Preference: A Critical Review
Frederick, S., Loewenstein, G., & O’Donoghue, T. (2002) · Journal of Economic Literature · doi:10.1257/002205102320161311 · Cited by 6,106 · see citing works
Handbook of Emotion Regulation
Lambert, K. G. (2007) · JAMA · doi:10.1001/jama.298.15.1808 · Cited by 4,900 · see citing works
Time Discounting and Time Preference: A Critical Review
Frederick, S. W., Loewenstein, G. F., & O’Donoghue, T. (2002) · Journal of Economic Literature · doi:10.1257/jel.40.2.351 · Cited by 4,116 · see citing works
The reward circuit: linking primate anatomy and human imaging
Haber, S. N., & Knutson, B. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.129 · Cited by 3,718 · see citing works
Anterior Cingulate Cortex, Error Detection, and the Online Monitoring of Performance
Carter, C. S., Braver, T. S., Barch, D. M., Botvinick, M. M., Noll, D., & Cohen, J. D. (1998) · Science · doi:10.1126/science.280.5364.747 · Cited by 3,273 · see citing works
Separate neural systems value immediate and delayed monetary rewards
McClure, S. M., Laibson, D. I., Loewenstein, G., & Cohen, J. D. (2004) · Science · doi:10.1126/science.1100907 · Cited by 3,089 · see citing works
Self-citationA hot/cool-system analysis of delay of gratification: dynamics of willpower
Metcalfe, J., & Mischel, W. (1999) · Psychological Review · doi:10.1037/0033-295x.106.1.3 · Cited by 2,931 · see citing works
Specious reward: A behavioral theory of impulsiveness and impulse control.
Ainslie, G. (1975) · Psychological Bulletin · doi:10.1037/h0076860 · Cited by 2,708 · see citing works
ON THE LAW OF EFFECT <sup>1</sup>
Herrnstein, R. J. (1970) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1970.13-243 · Cited by 2,611 · see citing works
Out of Control: Visceral Influences on Behavior
Loewenstein, G. (1996) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.1996.0028 · Cited by 2,610 · cited 2× · see citing works
“WOUTER VAN DEN BOS and SAMUEL M. McCLURE Similarly, Loewenstein (1996) contrasts nonvisceral with visceral motivations and Metcalfe and Mischel (1999) propose a cool " knowsystem " that interacts with a hot " go-system " .”
Daw, N. D., Niv, Y., & Dayan, P. (2005) · Nature Neuroscience · doi:10.1038/nn1560 · Cited by 2,533 · see citing works
Some empirical evidence on dynamic inconsistency
Thaler, R. (1981) · Economics Letters · doi:10.1016/0165-1765(81)90067-7 · Cited by 2,394 · see citing works
An economic theory of self-control.
Thaler, R. H., & Shefrin, H. M. (1981) · Journal of Political Economy · doi:10.1086/260971 · Cited by 2,203 · cited 1× · see citing works
“For instance, Shefrin and Thaler (1981) suggested a " planner-doer " model in which the myopic " doer " cares only about his or her own immediate gratification, but interacts with the future-oriented " planner " that cares equally about the present and the future.”
A framework for studying the neurobiology of value-based decision making
Rangel, A., Camerer, C., & Montague, P. R. (2008) · Nature Reviews Neuroscience · doi:10.1038/nrn2357 · Cited by 2,184 · see citing works
Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls.
Kirby, K. N., Petry, N. M., & Bickel, W. K. (1999) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.128.1.78 · Cited by 2,171 · see citing works
A Note on Measurement of Utility
Samuelson, P. A. (1937) · The Review of Economic Studies · doi:10.2307/2967612 · Cited by 2,140 · see citing works
A framework for mesencephalic dopamine systems based on predictive Hebbian learning
Montague, P., Dayan, P., & Sejnowski, T. (1996) · The Journal of Neuroscience · doi:10.1523/jneurosci.16-05-01936.1996 · Cited by 2,066 · see citing works
Heart and Mind in Conflict: The Interplay of Affect and Cognition in Consumer Decision Making
Shiv, B., & Fedorikhin, A. (1999) · Journal of Consumer Research · doi:10.1086/209563 · Cited by 2,044 · see citing works
Social Cognitive Neuroscience: A Review of Core Processes
Lieberman, M. D. (2007) · Annual Review of Psychology · doi:10.1146/annurev.psych.58.110405.085654 · Cited by 2,010 · see citing works
Self-Control in Decision-Making Involves Modulation of the vmPFC Valuation System
Hare, T. A., Camerer, C. F., & Rangel, A. (2009) · Science · doi:10.1126/science.1168450 · Cited by 1,928 · see citing works
The neural correlates of subjective value during intertemporal choice
Kable, J. W., & Glimcher, P. W. (2007) · Nature Neuroscience · doi:10.1038/nn2007 · Cited by 1,916 · see citing works
A Discounting Framework for Choice With Delayed and Probabilistic Rewards.
Green, L., & Myerson, J. (2004) · Psychological Bulletin · doi:10.1037/0033-2909.130.5.769 · Cited by 1,676 · see citing works
An Economic Theory of Self-Control
Shefrin, H., & Thaler, R. H. (1977) · National Bureau of Economic Research · doi:10.3386/w0208 · Cited by 1,595 · see citing works
AREA UNDER THE CURVE AS A MEASURE OF DISCOUNTING
Myerson, J., Green, L., & Warusawitharana, M. (2001) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.2001.76-235 · Cited by 1,507 · see citing works
Cognitive and attentional mechanisms in delay of gratification.
Mischel, W., Ebbesen, E. Β., & Zeiss, A. R. (1972) · Journal of Personality and Social Psychology · doi:10.1037/h0032198 · Cited by 1,364 · see citing works
Toward a behavioral economic understanding of drug dependence: delay discounting processes
Bickel, W. K., & Marsch, L. A. (2001) · Addiction · doi:10.1046/j.1360-0443.2001.961736.x · Cited by 1,117 · see citing works
Attention in delay of gratification.
Mischel, W., & Ebbesen, E. Β. (1970) · Journal of Personality and Social Psychology · doi:10.1037/h0029815 · Cited by 1,015 · see citing works
Time Discounting for Primary Rewards
McClure, S. M., Ericson, K. M., Laibson, D. I., Loewenstein, G., & Cohen, J. D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.4246-06.2007 · Cited by 971 · see citing works
Self-citationOptimal decision making and the anterior cingulate cortex
Kennerley, S. W., Walton, M. E., Behrens, T. E. J., Buckley, M. J., & Rushworth, M. F. S. (2006) · Nature Neuroscience · doi:10.1038/nn1724 · Cited by 948 · see citing works
Peters, J., & Büchel, C. (2010) · Neuron · doi:10.1016/j.neuron.2010.03.026 · Cited by 871 · cited 20× · see citing works
“A second piece of data marshaled by Figner and colleagues to support their claims was the finding that TMS to the left DLPFC did not influence valuation of individually presented outcomes, when participants valued them using a visual-analog scale.”
InfluentialWinstanley, C. A., Eagle, D. M., & Robbins, T. W. (2006) · Clinical Psychology Review · doi:10.1016/j.cpr.2006.01.001 · Cited by 848 · see citing works
Preferences for sequences of outcomes.
Loewenstein, G., & Prélec, D. (1993) · Psychological Review · doi:10.1037/0033-295x.100.1.91 · Cited by 839 · see citing works
Self-Command in Practice, in Policy, and in a Theory of Rational Choice
(2007) · Harvard University Press eBooks · doi:10.2307/j.ctv1dv0tg9.8 · Cited by 775 · see citing works
Bidding on the future: Evidence against normative discounting of delayed rewards.
Kirby, K. N. (1997) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.126.1.54 · Cited by 750 · see citing works
Baum, W. M., & Rachlin, H. C. (1969) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1969.12-861 · Cited by 737 · see citing works
Lateral prefrontal cortex and self-control in intertemporal choice
Figner, B., Knoch, D., Johnson, E. J., Krosch, A. R., Lisanby, S. H., Fehr, E., & Weber, E. U. (2010) · Nature Neuroscience · doi:10.1038/nn.2516 · Cited by 706 · see citing works
The neural mechanisms of inter-temporal decision-making: understanding variability
Peters, J., & Büchel, C. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.03.002 · Cited by 693 · see citing works
Contrasting Roles of Basolateral Amygdala and Orbitofrontal Cortex in Impulsive Choice
Winstanley, C. A., Theobald, D. E. H., Cardinal, R. N., & Robbins, T. W. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.5606-03.2004 · Cited by 675 · see citing works
Neuroeconomics: Decision Making and the Brain
Rushworth, M. F. S., & Walton, M. E. (2009) · Neuron · doi:10.1016/j.neuron.2009.07.005 · Cited by 669 · see citing works
Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective
Botvinick, M. M., Niv, Y., & Barto, A. G. (2009) · Cognition · doi:10.1016/j.cognition.2008.08.011 · Cited by 646 · see citing works
Chib, V. S., Rangel, A., Shimojo, S., & O'Doherty, J. P. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.2575-09.2009 · Cited by 643 · see citing works
Discounting Time and Time Discounting: Subjective Time Perception and Intertemporal Preferences
Zauberman, G. S., Kim, B. K., Malkoc, S. A., & Bettman, J. R. (2009) · Journal of Marketing Research · doi:10.1509/jmkr.46.4.543 · Cited by 639 · see citing works
Motivation of extended behaviors by anterior cingulate cortex
Holroyd, C. B., & Yeung, N. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.12.008 · Cited by 618 · see citing works
Decision Making Over Time and Under Uncertainty: A Common Approach
Prelec, D., & Loewenstein, G. F. (1991) · Management Science · doi:10.1287/mnsc.37.7.770 · Cited by 611 · see citing works
Impulsive decision making and working memory.
Hinson, J. M., Jameson, T. L., & Whitney, P. (2003) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.29.2.298 · Cited by 595 · see citing works
The Koniocellular Pathway in Primate Vision
Hendry, S. H. C., & Reid, R. C. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.127 · Cited by 591 · see citing works
Separate neural pathways process different decision costs
Rudebeck, P. H., Walton, M. E., Smyth, A. N., Bannerman, D. M., & Rushworth, M. F. S. (2006) · Nature Neuroscience · doi:10.1038/nn1756 · Cited by 580 · see citing works
Hariri, A. R., Brown, S. M., Williamson, D. E., Flory, J. D., de Wit, H., & Manuck, S. B. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.3446-06.2006 · Cited by 557 · see citing works
CHOICE AND RATE OF REINFORCEMENT1,2
Fantino, E. J. (1969) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1969.12-723 · Cited by 511 · see citing works
“Economics and Psychology”? The Case of Hyperbolic Discounting*
Rubinstein, A. (2003) · International Economic Review · doi:10.1111/1468-2354.t01-1-00106 · Cited by 506 · see citing works
One-year temporal stability of delay-discount rates
Kirby, K. N. (2009) · Psychonomic Bulletin & Review · doi:10.3758/pbr.16.3.457 · Cited by 487 · see citing works
Volkow, N. D., Wang, G., Fowler, J. S., Logan, J., Jayne, M., Franceschi, D., Wong, C., Gatley, S. J., Gifford, A. N., Ding, Y., et al. (2002) · Synapse · doi:10.1002/syn.10075 · Cited by 452 · see citing works
Dissociable neural representations of future reward magnitude and delay during temporal discounting
Ballard, K., & Knutson, B. D. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.11.004 · Cited by 450 · see citing works
Delay discounting by pathological gamblers
Dixon, M. R., Marley, J., & Jacobs, E. A. (2003) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.2003.36-449 · Cited by 442 · see citing works
Abbring, J. H., van den Berg, G. J., & OURS, J. C. V. (2005) · The Economic Journal · doi:10.1111/j.1468-0297.2005.01011.x · Cited by 431 · see citing works
S., M., S., B., M.-Y., H., C., B., E., S., J., D., & I., A. (2002) · Psychopharmacology · doi:10.1007/s00213-001-0983-0 · Cited by 409 · see citing works
Peters, J., & Büchel, C. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.3489-09.2009 · Cited by 400 · see citing works
Preference reversal and delayed reinforcement
Ainslie, G. W., & Herrnstein, R. J. (1981) · Animal Learning & Behavior · doi:10.3758/bf03209777 · Cited by 382 · see citing works
Asymmetric Discounting in Intertemporal Choice
Weber, E. U., Johnson, E. J., Milch, K. F., Chang, H. H., Brodscholl, J., & Goldstein, D. G. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01932.x · Cited by 381 · see citing works
Do pretty women inspire men to discount the future?
WILSON, M. I., & Daly, M. (2004) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rsbl.2003.0134 · Cited by 380 · see citing works
Rachlin, H. C. (2006) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.2006.85-05 · Cited by 379 · see citing works
Personality, Addiction, Dopamine: Insights from Parkinson's Disease
Dagher, A., & Robbins, T. W. (2009) · Neuron · doi:10.1016/j.neuron.2009.01.031 · Cited by 339 · see citing works
Preference reversal and self control: choice as a function of reward amount and delay
Green, L., Fisher, E. B., Perlow, S., & Sherman, L. (1981) · Cited by 335 · see citing works
Frank, M. J., & Badre, D. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr114 · Cited by 330 · see citing works
Localization of Executive Functions in Dual-Task Performance with fMRI
Szameitat, A. J., Schubert, T., Müller, K., & von Cramon, D. Y. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902760807195 · Cited by 328 · see citing works
Saving for the future self: Neural measures of future self-continuity predict temporal discounting
Ersner-Hershfield, H., Wimmer, G. E., & Knutson, B. D. (2008) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsn042 · Cited by 326 · see citing works
Kable, J. W., & Glimcher, P. W. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00177.2009 · Cited by 316 · see citing works
Koffarnus, M. N., Jarmolowicz, D. P., Mueller, E. T., & Bickel, W. K. (2012) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.2 · Cited by 305 · see citing works
Dopamine, Time, and Impulsivity in Humans
Pine, A., Shiner, T., Seymour, B., & Dolan, R. J. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.6028-09.2010 · Cited by 300 · cited 6× · see citing works
“Figure 2B demonstrates the effect of systemic dopamine agonists on discounting, adapted from Pine et al. (2010).”
InfluentialJoireman, J. A., Balliet, D. P., Sprott, D. E., Spangenberg, E. R., & Schultz, J. (2008) · Personality and Individual Differences · doi:10.1016/j.paid.2008.02.011 · Cited by 297 · see citing works
Encoding of Time-Discounted Rewards in Orbitofrontal Cortex Is Independent of Value Representation
Roesch, M. R., Taylor, A. R., & Schoenbaum, G. (2006) · Neuron · doi:10.1016/j.neuron.2006.06.027 · Cited by 297 · see citing works
Giordano, L., Bickel, W., Loewenstein, G., Jacobs, E., Marsch, L., & Badger, G. (2002) · Psychopharmacology · doi:10.1007/s00213-002-1159-2 · Cited by 294 · see citing works
Bikinis Instigate Generalized Impatience in Intertemporal Choice
Van den Bergh, B., Dewitte, S., & Warlop, L. (2008) · Journal of Consumer Research · doi:10.1086/525505 · Cited by 269 · see citing works
Limbic Corticostriatal Systems and Delayed Reinforcement
Cardinal, R. N., Winstanley, C. A., Robbins, T. W., & Everitt, B. J. (2004) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1308.004 · Cited by 266 · see citing works
Dopamine Dysregulation Syndrome: An Overview of its Epidemiology, Mechanisms and Management
OʼSullivan, S. S., Evans, A. H., & Lees, A. J. (2009) · CNS Drugs · doi:10.2165/00023210-200923020-00005 · Cited by 265 · see citing works
Four Score and Seven Years from Now: The Date/Delay Effect in Temporal Discounting
Read, D., Frederick, S., Orsel, B., & Rahman, J. (2005) · Management Science · doi:10.1287/mnsc.1050.0412 · Cited by 264 · see citing works
A comparison of four models of delay discounting in humans
McKerchar, T. L., Green, L., Myerson, J., Pickford, T. S., Hill, J. C., & Stout, S. C. (2008) · Behavioural Processes · doi:10.1016/j.beproc.2008.12.017 · Cited by 246 · see citing works
Nucleus accumbens activation mediates the influence of reward cues on financial risk taking
Knutson, B. D. (2008) · Cited by 238 · see citing works
Nucleus accumbens activation mediates the influence of reward cues on financial risk taking
Knutson, B. D., Wimmer, G. E., Kuhnen, C. M., & Winkielman, P. (2008) · Neuroreport · doi:10.1097/wnr.0b013e3282f85c01 · Cited by 237 · see citing works
Myopic Discounting of Future Rewards after Medial Orbitofrontal Damage in Humans
Sellitto, M., Ciaramelli, E., & di Pellegrino, G. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.2516-10.2010 · Cited by 229 · see citing works
Cortical activation during delay discounting in abstinent methamphetamine dependent individuals
Hoffman, W. F., Schwartz, D. L., Huckans, M. S., McFarland, B. H., Meiri, G., Stevens, A. A., & Mitchell, S. H. (2008) · Psychopharmacology · doi:10.1007/s00213-008-1261-1 · Cited by 210 · see citing works
Dissociable effects of lesions to orbitofrontal cortex subregions on impulsive choice in the rat
Mar, A. C., Walker, A. L. J., Theobald, D. E., Eagle, D. M., & Robbins, T. W. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.6620-10.2011 · Cited by 206 · see citing works
Encoding of Marginal Utility across Time in the Human Brain
Pine, A., Seymour, B., Roiser, J. P., Bossaerts, P. L., Friston, K. J., Curran, H. V., & Dolan, R. J. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.1126-09.2009 · Cited by 201 · see citing works
Wang, X. T., & Dvorak, R. D. (2010) · Psychological Science · doi:10.1177/0956797609358096 · Cited by 184 · see citing works
The neural substrates of probabilistic and intertemporal decision making
Weber, B. J., & Huettel, S. A. (2008) · Brain Research · doi:10.1016/j.brainres.2008.07.105 · Cited by 179 · see citing works
What is for me is not for you: brain correlates of intertemporal choice for self and other
Albrecht, K., Volz, K. G., Sutter, M., Laibson, D., & von Cramon, D. Y. (2010) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsq046 · Cited by 177 · see citing works
Scheres, A., Tontsch, C., Thoeny, A. L., & Kaczkurkin, A. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.10.033 · Cited by 167 · see citing works
Camus, M., Halelamien, N. S., Plaßmann, H., Shimojo, S., O’Doherty, J. P., Camerer, C. F., & Rangel, A. (2009) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2009.06991.x · Cited by 161 · see citing works
Psychophysics of time perception and intertemporal choice models
Takahashi, T., Oono, H., & Radford, M. (2007) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2007.11.047 · Cited by 161 · see citing works
Magen, E., Dweck, C. S., & Gross, J. J. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02137.x · Cited by 157 · see citing works
A MECHANISM FOR REDUCING DELAY DISCOUNTING BY ALTERING TEMPORAL ATTENTION
Radu, P. T., Yi, R., Bickel, W. K., Gross, J. J., & McClure, S. M. (2011) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.2011.96-363 · Cited by 146 · see citing works
Self-citationMedial Prefrontal Cortex Predicts Intertemporal Choice
Mitchell, J. P., Schirmer, J., Ames, D. L., & Gilbert, D. T. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21479 · Cited by 138 · see citing works
Sripada, C., Gonzalez, R., Phan, K. L., & Liberzon, I. (2010) · Human Brain Mapping · doi:10.1002/hbm.21136 · Cited by 123 · see citing works
Kheramin, S., Body, S., Mobini, S., Ho, M.-Y., zquez-Martinez, D. V. X. E., Bradshaw, C. M., Szabadi, E., Deakin, J. F. W., & Anderson, I. M. (2002) · Psychopharmacology · doi:10.1007/s00213-002-1228-6 · Cited by 116 · see citing works
Multiple Forms of Value Learning and the Function of Dopamine
Balleine, B. W., Daw, N. D., & O’Doherty, J. P. (2009) · Elsevier eBooks · doi:10.1016/b978-0-12-374176-9.00024-5 · Cited by 112 · see citing works
Systemic Inflammatory Response Reactivates Immune-Mediated Lesions in Rat Brain
Serres, S., Anthony, D. C., Jiang, Y., Broom, K. A., Campbell, S. J., Tyler, D. J., van Kasteren, S. I., Davis, B. G., & Sibson, N. R. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.0406-09.2009 · Cited by 112 · see citing works
Multiple Systems in Decision Making
Frank, M. J., Cohen, M. X., & Sanfey, A. G. (2009) · Current Directions in Psychological Science · doi:10.1111/j.1467-8721.2009.01612.x · Cited by 108 · see citing works
The Effects of Appetitive Stimuli on Out-of-Domain Consumption Impatience
Li, X. (2008) · Journal of Consumer Research · doi:10.1086/521900 · Cited by 103 · see citing works
Monterosso, J. R., & Luo, S. (2010) · Journal of Neuroscience, Psychology, and Economics · doi:10.1037/a0016827 · Cited by 100 · see citing works
Intangibility in intertemporal choice
Rick, S., & Loewenstein, G. (2008) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2008.0150 · Cited by 95 · see citing works
LUO, S. H., Ainslie, G. W., Giragosian, L., & Monterosso, J. R. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.4261-09.2009 · Cited by 94 · see citing works
Conflicting motives in evaluations of sequences
Frederick, S., & Loewenstein, G. F. (2008) · Journal of Risk and Uncertainty · doi:10.1007/s11166-008-9051-z · Cited by 89 · see citing works
van den Bos, W., McClure, S. M., Harris, L. T., Fiske, S. T., & Cohen, J. D. (2007) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.7.4.337 · Cited by 83 · see citing works
Self-citationDiscounting of Delayed Reinforcers: Measurement by Questionnaires Versus Operant Choice Procedures
Navarick, D. J. (2004) · The Psychological Record · doi:10.1007/bf03395463 · Cited by 49 · see citing works
Engelmann, J. B., & Brooks, A. M. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.1037-09.2009 · Cited by 10 · see citing works
A Neurocomputational Model for the Relation Between Hunger, Dopamine and Action Rate
Vig, L., Gupta, A., & Basu, A. (2011) · Journal of Intelligent Systems · doi:10.1515/jisys.2011.019 · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Ainslie GW (1992). Picoeconomics. New York: Cambridge University Press.
Cited by
Sorted by citations
Applying principles of behaviour change to reduce SARS-CoV-2 transmission
West, R., Michie, S., Rubin, G. J., & Amlôt, R. (2020) · Nature Human Behaviour · doi:10.1038/s41562-020-0887-9 · Cited by 658 · see citing works
A Neurocomputational Model of Altruistic Choice and Its Implications
Hutcherson, C. A., Bushong, B., & Rangel, A. (2015) · Neuron · doi:10.1016/j.neuron.2015.06.031 · Cited by 299 · see citing works
Adolescent impatience decreases with increased frontostriatal connectivity
van den Bos, W., Rodriguez, C. A., Schweitzer, J. B., & McClure, S. M. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1423095112 · Cited by 253 · see citing works
Self-citationThe Malleability of Intertemporal Choice
Lempert, K. M., & Phelps, E. A. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.09.005 · Cited by 207 · see citing works
van den Bos, W., Rodriguez, C. A., Schweitzer, J. B., & McClure, S. M. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.4105-13.2014 · Cited by 178 · see citing works
Self-citationWilmer, H. H., & Chein, J. M. (2016) · Psychonomic Bulletin & Review · doi:10.3758/s13423-016-1011-z · Cited by 176 · see citing works
Time discounting and time preference in animals: A critical review
Hayden, B. Y. (2015) · Psychonomic Bulletin & Review · doi:10.3758/s13423-015-0879-3 · Cited by 139 · see citing works
Medial Prefrontal Cortex Predicts Intertemporal Choice
Mitchell, J. P., Schirmer, J., Ames, D. L., & Gilbert, D. T. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21479 · Cited by 138 · see citing works
A meta-analysis of blood glucose effects on human decision making.
Orquin, J. L., & Kurzban, R. (2015) · Psychological Bulletin · doi:10.1037/bul0000035 · Cited by 137 · see citing works
Discounting of delayed rewards: (A)theoretical interpretation of the Kirby questionnaire
Myerson, J., Baumann, A. A., & Green, L. (2014) · Behavioural Processes · doi:10.1016/j.beproc.2014.07.021 · Cited by 131 · see citing works
Discounting of delayed and probabilistic losses over a wide range of amounts
Green, L., Myerson, J., Oliveira, L., & Chang, S. E. (2013) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.56 · Cited by 108 · see citing works
Franck, C. T., Koffarnus, M. N., House, L., & Bickel, W. K. (2014) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.128 · Cited by 107 · see citing works
Steinbeis, N., Haushofer, J., Fehr, E., & Singer, T. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhu167 · Cited by 86 · see citing works
Frömer, R., Wolf, C. K. D., & Shenhav, A. (2019) · Nature Communications · doi:10.1038/s41467-019-12931-x · Cited by 85 · see citing works
Intertemporal Choice as Discounted Value Accumulation
Rodriguez, C. A., Turner, B. M., & McClure, S. M. (2014) · PLoS ONE · doi:10.1371/journal.pone.0090138 · Cited by 80 · see citing works
Self-citationHigh-definition tDCS alters impulsivity in a baseline-dependent manner
Shen, B., Yin, Y., Wang, J., Zhou, X., McClure, S. M., & Li, J. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.09.006 · Cited by 78 · see citing works
Self-citationDelay discounting of monetary rewards over a wide range of amounts
Green, L., Myerson, J., Oliveira, L., & Chang, S. E. (2013) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.45 · Cited by 77 · see citing works
Willpower with and without effort
Ainslie, G. W. (2020) · Behavioral and Brain Sciences · doi:10.1017/s0140525x20000357 · Cited by 79 · see citing works
Intertemporal Decision-Making Involves Prefrontal Control Mechanisms Associated with Working Memory
Jimura, K., Chushak, M. S., Westbrook, A., & Braver, T. S. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx015 · Cited by 67 · see citing works
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Self-citationLin, H., Saunders, B., Hutcherson, C. A. C., & Inzlicht, M. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.10.055 · Cited by 71 · see citing works
The neural basis of value accumulation in intertemporal choice
Rodriguez, C. A., Turner, B. M., Zandt, T. V., & McClure, S. M. (2015) · European Journal of Neuroscience · doi:10.1111/ejn.12997 · Cited by 68 · see citing works
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Self-citationMyerson, J., Baumann, A., & Green, L. (2017) · Journal of Behavioral Decision Making · doi:10.1002/bdm.1947 · Cited by 56 · see citing works
A general theory of intertemporal decision-making and the perception of time
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Can humans perceive the metabolic benefit provided by augmentative exoskeletons?
Medrano, R. L., Thomas, G., & Rouse, E. J. (2022) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-022-01002-w · Cited by 50 · see citing works
Schüller, C. B., Kuhn, J., Jessen, F., & Hu, X. (2019) · The American Journal of Drug and Alcohol Abuse · doi:10.1080/00952990.2018.1557675 · Cited by 52 · see citing works
Comparing hyperbolic, delay-amount sensitivity and present-bias models of delay discounting
Mitchell, S. H., Wilson, V. B., & Karalunas, S. L. (2015) · Behavioural Processes · doi:10.1016/j.beproc.2015.03.006 · Cited by 48 · see citing works
Ludwig, V. U., Nüsser, C., Goschke, T., Wittfoth, D., Wiers, C. E., Erk, S., Schott, B. H., & Walter, H. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00280 · Cited by 47 · see citing works
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de Water, E., Mies, G. W., Figner, B., Yoncheva, Y. N., van den Bos, W., Castellanos, F. X., Cillessen, A. H. N., & Scheres, A. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.04.013 · Cited by 38 · see citing works
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Anandakumar, J., Mills, K. L., Earl, E., Irwin, L., Miranda-Domínguez, Ó., Demeter, D. V., Walton-Weston, A., Karalunas, S. L., Nigg, J. T., & Fair, D. A. (2018) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2018.07.003 · Cited by 36 · see citing works
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Effective Altruism and the Human Mind
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Gamification in financial service apps to enhance customer experience and engagement
Raza, A., Rehmat, S., Ishaq, M. I., Haj‐Salem, N., & Talpur, Q. (2023) · Journal of Consumer Behaviour · doi:10.1002/cb.2294 · Cited by 39 · see citing works
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Burns, P., Fay, O., McCafferty, M., McKeever, V., Atance, C. M., & McCormack, T. (2019) · Journal of Behavioral Decision Making · doi:10.1002/bdm.2154 · Cited by 29 · see citing works
The evolution and devolution of cognitive control: The costs of deliberation in a competitive world
Tomlin, D., Rand, D. G., Ludvig, E. A., & Cohen, J. D. (2015) · Scientific Reports · doi:10.1038/srep11002 · Cited by 28 · see citing works
Rationalizing Decision-Making: Understanding the Cost and Perception of Time
Namboodiri, V. M. K., Mihalaş, Ş., & Shuler, M. G. H. (2014) · Timing & Time Perception Reviews · doi:10.1163/24054496-00101004 · Cited by 28 · see citing works
Klein, S. D., Collins, P. F., & Luciana, M. M. (2022) · Cognitive Psychology · doi:10.1016/j.cogpsych.2022.101518 · Cited by 27 · see citing works
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Huang, Y., Hu, P., & Li, X. (2017) · Scientific Reports · doi:10.1038/srep42631 · Cited by 27 · see citing works
Dissociable effects of age and testosterone on adolescent impatience
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Carter, E. C., Pedersen, E. J., & McCullough, M. E. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00095 · Cited by 24 · see citing works
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ADOpy: a python package for adaptive design optimization
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Guan, Y. H., & He, J. (2018) · PLoS ONE · doi:10.1371/journal.pone.0195333 · Cited by 19 · see citing works
A common deliberative process underlies model-based planning and patient intertemporal choicePreprint
Hunter, L. E., Bornstein, A. M., & Hartley, C. A. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/499707 · Cited by 18 · see citing works
Value, drug addiction and the brain
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R 2 should not be used to describe behavioral‐economic discounting and demand models
Gelino, B. W., Strickland, J. C., & Johnson, M. W. (2024) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.4200 · Cited by 13 · see citing works
5-Methoxy-N,N-dimethyltryptamine: An Ego-Dissolving Endogenous Neurochemical Catalyst of Creativity
Germann, C. B. (2019) · Activitas Nervosa Superior · doi:10.1007/s41470-019-00063-y · Cited by 13 · see citing works
Cognitive dynamics of intertemporal choice in gambling disorder
Calluso, C., Pettorruso, M., Tosoni, A., Carenti, M. L., Cannito, L., Martinotti, G., Giannantonio, M. D., & Committeri, G. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106463 · Cited by 15 · see citing works
Kakoschke, N., Cox, D. N., Ryan, J. C., Gwilt, I., Davis, A., Jansons, P., de Courten, B. V., & Brinkworth, G. D. (2023) · Public Health Nutrition · doi:10.1017/s136898002200252x · Cited by 13 · see citing works
Individual differences in time estimation are associated with delay discounting and alcohol use
Stam, C. H., van der Veen, F. M., & Franken, I. (2020) · Current Psychology · doi:10.1007/s12144-020-00899-7
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Rassu, F. S., Linsenbardt, H. R., Fields, S. A., & Meagher, M. W. (2018) · Journal of Pain · doi:10.1016/j.jpain.2018.03.007 · Cited by 11 · see citing works
Tian-Hong, R. E. N., Hu, Z., Sun, H.-Y., Liu, Y., & Li, S. (2015) · Advances in Psychological Science · doi:10.3724/sp.j.1042.2015.00303 · Cited by 11 · see citing works
Closing the Loop Between Circadian Rhythms, Sleep, and Attention Deficit Hyperactivity Disorder
Raman, S., & Coogan, A. N. (2019) · Handbook of behavioral neuroscience · doi:10.1016/b978-0-12-813743-7.00047-5 · Cited by 11 · see citing works
Mechanisms of impulsive choice: Experiments to explore and models to map the empirical terrain
Smith, T. R., Southern, R., & Kirkpatrick, K. (2023) · Learning & Behavior · doi:10.3758/s13420-023-00577-1 · Cited by 10 · see citing works
Barnett, M. D., Vleet, S. C. V., & Cantu, C. (2019) · The Journal of Positive Psychology · doi:10.1080/17439760.2019.1676459 · Cited by 10 · see citing works
Cognitive Dynamics of Religiosity and Intertemporal Choice Behavior
Calluso, C., Zandi, M. E., & Devetag, M. G. (2020) · Journal of Cross-Cultural Psychology · doi:10.1177/0022022120947478 · Cited by 10 · see citing works
Pancani, L., & Rusconi, P. (2017) · Journal of Cognitive Psychology · doi:10.1080/20445911.2017.1415346 · Cited by 9 · see citing works
Hughes, C. E., Langford, J. S., Heukelom, J. T. V., Blejewski, R. C., & Pitts, R. C. (2022) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.751 · Cited by 9 · see citing works
Elton, A., Stanger, C., James, G. A., Ryan-Pettes, S. R., Budney, A. J., & Kilts, C. D. (2019) · NeuroImage Clinical · doi:10.1016/j.nicl.2019.101968 · Cited by 10 · see citing works
Loganathan, K., Lv, J., Cropley, V., Ho, E. T. W., & Zalesky, A. (2020) · Neuroscience · doi:10.1016/j.neuroscience.2020.11.026 · Cited by 7 · see citing works
The effect of future time reference on consumers’ travel and dining-out spending across countries
Kim, J., Jeong, E., & Jun, J. (2021) · Current Issues in Tourism · doi:10.1080/13683500.2021.1920003 · Cited by 7 · see citing works
Frontotemporal Regulation of Subjective Value to Suppress Impulsivity in Intertemporal Choices
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Kerry, N., Loria, R. N., & Murray, D. R. (2019) · Adaptive Human Behavior and Physiology · doi:10.1007/s40750-019-00121-4 · Cited by 6 · see citing works
Discount models in intertemporal choice: an empirical analysis
Oller, I. M. P., Rambaud, S. C., & Martínez, M. D. C. V. (2020) · European Journal of Management and Business Economics · doi:10.1108/ejmbe-01-2019-0003 · Cited by 6 · see citing works
Lin, H., Saunders, B., Hutcherson, C. A. C., & Inzlicht, M. (2017) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/172122 · Cited by 6 · see citing works
Value-based cognition and drug dependency
Loganathan, K. (2021) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.107070 · Cited by 5 · see citing works
Thome, J., Pinger, M., Durstewitz, D., Sommer, W. H., Kirsch, P., & Koppe, G. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2022.1077735 · Cited by 5 · see citing works
Koloski, M. F., Terry, A., Lee, N., & Ramanathan, D. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1385502 · Cited by 5 · see citing works
Berk, H. R., Gupta, T. A., & Sanabria, F. (2021) · Perspectives on Behavior Science · doi:10.1007/s40614-021-00306-x · Cited by 5 · see citing works
A Model Guided Approach to Evoke Homogeneous Behavior During Temporal Reward and Loss Discounting
Thome, J., Pinger, M., Halli, P., Durstewitz, D., Sommer, W. H., Kirsch, P., & Koppe, G. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.846119 · Cited by 4 · see citing works
He, J., Jin, L., Guan, Y. H., & Zi, H. (2020) · Journal of Cognitive Psychology · doi:10.1080/20445911.2020.1807998 · Cited by 4 · see citing works
Valuation system connectivity is correlated with poly-drug use in young adults
Loganathan, K., Lv, J., Cropley, V., Zalesky, A., & Ho, E. T. W. (2021) · Neuroscience Research · doi:10.1016/j.neures.2021.06.006 · Cited by 4 · see citing works
Ji, S., Yang, F., & Li, X. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1320830 · Cited by 3 · see citing works
Rahman, M. (2024) · International Marketing Review · doi:10.1108/imr-07-2023-0134 · Cited by 3 · see citing works
Temporal Discounting of Future Risks
Yue, C., & Wang, J. (2017) · Springer eBooks · doi:10.1007/978-3-319-50530-5_14 · Cited by 3 · see citing works
Loganathan, K., & Tiego, J. (2023) · NeuroImage Clinical · doi:10.1016/j.nicl.2023.103424 · Cited by 3 · see citing works
A computational account of self-control
Suri, G., & Paap, K. R. (2024) · Journal of Mathematical Psychology · doi:10.1016/j.jmp.2024.102886 · Cited by 3 · see citing works
De la récompense à l’utilité : la trajectoire économique du béhaviorisme de 1961 à nos jours
Vallois, N. (2017) · Cahiers d économie politique · doi:10.3917/cep.072.0027 · Cited by 3 · see citing works
Episodic future thinking, memory, and decision-making
Bulley, A., & Schacter, D. L. (2023) · doi:10.1093/oso/9780192849069.003.0006 · Cited by 3 · see citing works
EDITORIAL: AN ANNIVERSARY AND AN INAUGURAL ISSUE
Madden, G. J. (2012) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.9 · Cited by 3 · see citing works
Dual Process Utility Theory: A Model of Decisions Under Risk and Over TimePreprint
Schneider, M. (2016) · RePEc: Research Papers in Economics · Cited by 3 · see citing works
Goal-directed behaviour is associated with decreased temporal discountingPreprint
Kinley, I. (2024) · doi:10.31234/osf.io/qjcwn · Cited by 3 · see citing works
Expected exponential discounting in inter-temporal decision making
Rosenström, T. H., & Houston, A. I. (2025) · Journal of Mathematical Psychology · doi:10.1016/j.jmp.2025.102927 · Cited by 2 · see citing works
- Authors
- van den Bos, W., & McClure, S. M.
- Affiliations
- Stanford University
- Stanford University (US)
- Corresponding author
- McClure, Samuel M.
- Venue
- Journal of the Experimental Analysis of Behavior
- Publisher
- Wiley
- Published
- 2012-12-05
- Volume
- 99
- Issue
- 1
- Pages
- 58-73
- ISSN
- 0022-5002 (ISSN-L)
- 1938-3711
- PMC
- PMC8127626
- OpenAlex
- W2133964068
- Cited by
- 149
- References
- 108
- Citations by year
- 2026: 13 · 2025: 8 · 2024: 11 · 2023: 10 · 2022: 8 · 2021: 12 · 2020: 17 · 2019: 10 · 2018: 6 · 2017: 14 · 2016: 8 · 2015: 17 · 2014: 9 · 2013: 4 · 2012: 1
- FWCI
- 7.72
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of the Experimental Analysis of Behavior (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- U.S. Public Health Service (R03 032580)
- National Institute of Mental Health (R01MH091068)
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Safety Research › Experimental Behavioral Economics Studies
- Keywords
- delay discounting, hyperbolic discounting, intertemporal choice, impulsivity, time preference, cognitive neuroscience, discount rate
- MeSH terms
- Brain, Choice Behavior, Decision Making, Humans, Judgment, Models, Psychological, Time Factors
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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