Choking on the money: reward-based performance decrements are associated with midbrain activity
Open accessAbstract
A pernicious paradox in human motivation is the occasional reduced performance associated with tasks and situations that involve larger-than-average rewards. Three broad explanations that might account for such performance decrements are attentional competition (distraction theories), inhibition by conscious processes (explicit-monitoring theories), and excessive drive and arousal (overmotivation theories). Here, we report incentive-dependent performance decrements in humans in a reward-pursuit task; subjects were less successful in capturing a more valuable reward in a computerized maze. Concurrent functional magnetic resonance imaging revealed that increased activity in ventral midbrain, a brain area associated with incentive motivation and basic reward responding, correlated with both reduced number of captures and increased number of near-misses associated with imminent high rewards. These data cast light on the neurobiological basis of choking under pressure and are consistent with overmotivation accounts.
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Recent neuroimaging studies have implicated the VS in both detrimental and facilitating effects of incentives on performance.
“Recent neuroimaging studies have implicated the VS in these detrimental, as well as in the facilitating, effects of incentives on performance [39,40].”
From Contributions of the striatum to learning, motivation, and performance: an associative account (2012) · cites this paper as [40]
The opportunity to earn very large rewards can have a deleterious influence on performance, a phenomenon known as choking.
“the opportunity to earn very large rewards has also been shown to have a deleterious influence, a phenomenon known in the psychological literature as choking.”
From Contributions of the striatum to learning, motivation, and performance: an associative account (2012) · cites this paper as [40]
Findings implicating the ventral striatum in incentive-based performance can arguably be accounted for in terms of the role of this structure in the expression of Pavlovian conditioned responses.
“Findings implicating the ventral striatum in incentive-based performance [12,13,39,40] can arguably also be accounted for in terms of the role of this structure in the expression of Pavlovian conditioned responses.”
From Contributions of the striatum to learning, motivation, and performance: an associative account (2012) · cites this paper as [40]
In adults, a disengagement of reward-related circuitry supports better performance.
“On the other hand, in adults, a disengagement of reward-related circuitry supports better performance (Mobbs et al., 2009, O’Connor et al., 2012).”
From Effects of incentives, age, and behavior on brain activation during inhibitory control: a longitudinal fMRI study (2015) · cites this paper as Mobbs et al., 2009
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Cites
Artificial intelligence: a modern approach
Kumar, D. A., Balasubramanian, S., Byeon, D. H., & Manerkar, P. G. V. (1995) · Choice Reviews Online · doi:10.5860/choice.33-1577 · Cited by 22,182 · see citing works
The Quarterly Journal of Economics
Kuznets, S. (2024) · Routledge eBooks · doi:10.4324/9781003549741-8 · Cited by 7,177 · see citing works
Dopamine, learning and motivation.
Wise, R. A. (2004) · Nature Reviews Neuroscience · doi:10.1038/nrn1406 · Cited by 3,379 · see citing works
The effect of emotion on cue utilization and the organization of behavior
Easterbrook, J. A. (1959) · Psychological Review · doi:10.1037/h0047707 · Cited by 3,090 · cited 2× · see citing works
“One possibility that could be explored further is whether incentive-based motivation results in increased attentional narrowing (Easterbrook, 1959) or simply actions without foresight (Robbins, 2002).”
BackgroundThe role of the medial frontal cortex in cognitive control
Ridderinkhof, K. R., Ullsperger, M., Crone, E. A., & Nieuwenhuis, S. (2004) · Science · doi:10.1126/science.1100301 · Cited by 2,974 · see citing works
On the relationship between emotion and cognition
Pessoa, L. (2008) · Nature Reviews Neuroscience · doi:10.1038/nrn2317 · Cited by 2,350 · see citing works
Neuroeconomics: How Neuroscience Can Inform Economics
Camerer, C. F., Loewenstein, G. F., & Prelec, D. (2005) · Journal of Economic Literature · doi:10.1257/0022051053737843 · Cited by 2,146 · see citing works
Dissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning
O'Doherty, J., Dayan, P., Schultz, J., Deichmann, R., Friston, K., & Dolan, R. J. (2004) · Science · doi:10.1126/science.1094285 · Cited by 2,088 · see citing works
Self-citationBy Carrot or by Stick: Cognitive Reinforcement Learning in Parkinsonism
Frank, M. J., Seeberger, L. C., & O'Reilly, R. C. (2004) · Science · doi:10.1126/science.1102941 · Cited by 1,964 · see citing works
Baumeister, R. F. (1984) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.46.3.610 · Cited by 1,665 · see citing works
Temporal difference models and reward-related learning in the human brain
O'Doherty, J. P., Dayan, P., Friston, K., Critchley, H., & Dolan, R. J. (2003) · Neuron · doi:10.1016/s0896-6273(03)00169-7 · Cited by 1,522 · see citing works
Self-citationThe relationships among working memory, math anxiety, and performance
Ashcraft, M. H., & Kirk, E. P. (2001) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.130.2.224 · Cited by 1,445 · see citing works
Nucleus accumbens D2/3 receptors predict trait impulsivity and cocaine reinforcement
Dalley, J. W., Fryer, T. D., Brichard, L., Robinson, E. S. J., Theobald, D. E. H., Lääne, K., Peña, Y., Murphy, E. R., Shah, Y., Probst, K., et al. (2007) · Science · doi:10.1126/science.1137073 · Cited by 1,188 · see citing works
Schultz, W. (2007) · Trends in Neurosciences · doi:10.1016/j.tins.2007.03.007 · Cited by 1,028 · see citing works
BONNER, S. E., & Sprinkle, G. B. (2002) · Accounting Organizations and Society · doi:10.1016/s0361-3682(01)00052-6 · Cited by 955 · see citing works
When fear is near: threat imminence elicits prefrontal periaqueductal gray shifts in humans.
Mobbs, D., Petrovic, P., Marchant, J. L., Hassabis, D., Weiskopf, N., Seymour, B., Dolan, R. J., & Frith, C. D. (2007) · Science · doi:10.1126/science.1144298 · Cited by 951 · see citing works
Self-citationOpponent interactions between serotonin and dopamine
Daw, N. D., Kakade, S., & Dayan, P. (2002) · Neural Networks · doi:10.1016/s0893-6080(02)00052-7 · Cited by 844 · see citing works
Optimized EPI for fMRI studies of the orbitofrontal cortex
Deichmann, R., Gottfried, J. A., Hutton, C., & Turner, R. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00073-9 · Cited by 821 · see citing works
Ariely, D., Uri Gneezy, B., Loewenstein, G. F., & Mažar, N. (2009) · The Review of Economic Studies · doi:10.1111/j.1467-937x.2009.00534.x · Cited by 786 · see citing works
Murphy, B. L., Arnsten, A. F., Goldman-Rakic, P. S., & Roth, R. H. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.3.1325 · Cited by 590 · see citing works
Absolute Coding of Stimulus Novelty in the Human Substantia Nigra/VTA
Bunzeck, N., & Düzel, E. (2006) · Neuron · doi:10.1016/j.neuron.2006.06.021 · Cited by 503 · see citing works
Self-focusing effects of dispositional self-consciousness, mirror presence, and audience presence.
Carver, C. S., & Scheier, M. F. (1978) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.36.3.324 · Cited by 500 · see citing works
Penny, W. D., & Holmes, A. J. (2007) · Elsevier eBooks · doi:10.1016/b978-012372560-8/50012-7 · Cited by 406 · see citing works
Beilock, S. L., & DeCaro, M. S. (2007) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.33.6.983 · Cited by 380 · see citing works
Audience support and choking under pressure: A home disadvantage?
Wallace, H. M., Baumeister, R. F., & Vohs, K. D. (2005) · Journal of Sports Sciences · doi:10.1080/02640410400021666 · Cited by 160 · see citing works
The Arousal-Performance Relationship Revisited
Landers, D. M. (1980) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.1980.10609276 · Cited by 139 · see citing works
Learning-Related Human Brain Activations Reflecting Individual Finances
Tobler, P. N., Fletcher, P. C., Bullmore, E. T., & Schultz, W. (2007) · Neuron · doi:10.1016/j.neuron.2007.03.004 · Cited by 85 · see citing works
Nideffer, R. M. (1992) · Medical Entomology and Zoology · Cited by 58 · see citing works
Young, S. A., Shen, H., & Yang, C. R. (1999) · Synapse · doi:10.1002/(sici)1098-2396(19991215)34:4 · Cited by 51 · see citing works
Robbins, T. W. (2002) · Nature Medicine · doi:10.1038/nm0102-24 · Cited by 49 · see citing works
Artificial intelligence : a modern myth
Kelly, J. (1993) · Cited by 37 · see citing works
Self‐Consciousness, Self‐presentation, and Performance Under Pressure: Who Chokes, and When?
Heaton, A. W., & Sigall, H. (1991) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.1991.tb02721.x · Cited by 29 · see citing works
Achievement, affiliation, and group incentives: A test of the overmotivation hypothesis
Short, J.-A. C., & Sorrentino, R. M. (1986) · Motivation and Emotion · doi:10.1007/bf00992251 · Cited by 10 · see citing works
Baumeister, R. F., & Vohs, K. D. (2007) · Encyclopedia of Social Psychology · doi:10.4135/9781412956253.n83 · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Jackson R Beilock SL Farrow D Baker J MacMahon C Attention and performance Developing elite sports performers: Lessons from theory and practice 2008 104 118 Routledge New York
Cited by
Sorted by citations
Motivation and cognitive control: from behavior to neural mechanism
Botvinick, M., & Braver, T. (2015) · Annual Review of Psychology · doi:10.1146/annurev-psych-010814-015044 · Cited by 909 · see citing works
Learning, reward, and decision making
O'Doherty, J. P., Cockburn, J., & Pauli, W. M. (2017) · Annual Review of Psychology · doi:10.1146/annurev-psych-010416-044216 · Cited by 475 · see citing works
Contributions of the striatum to learning, motivation, and performance: an associative account
Liljeholm, M., & O’Doherty, J. P. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2012.07.007 · Cited by 317 · see citing works
How Self-Determined Choice Facilitates Performance: A Key Role of the Ventromedial Prefrontal Cortex
Murayama, K., Matsumoto, M., Izuma, K., Sugiura, A., Ryan, R. M., Deci, E. L., & Matsumoto, K. (2015) · Cerebral Cortex · doi:10.1093/cercor/bht317 · Cited by 143 · see citing works
Chib, V. S., De Martino, B., Shimojo, S., & O'Doherty, J. P. (2012) · Neuron · doi:10.1016/j.neuron.2012.02.038 · Cited by 130 · see citing works
Paulsen, D. J., Hallquist, M. N., Geier, C. F., & Luna, B. (2015) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2014.09.003 · Cited by 86 · see citing works
Blanchard, D. C., Summers, C. H., & Blanchard, R. J. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.06.008 · Cited by 60 · see citing works
- Authors
- Mobbs, D., Hassabis, D., Seymour, B., Marchant, J. L., Weiskopf, N., Dolan, R. J., & Frith, C. D.
- Affiliations
- Wellcome Centre for Human Neuroimaging (GB)
- Wellcome Trust Centre for Neuroimaging, Functional Imaging Laboratory, University College London
- Corresponding author
- Mobbs, Dean
- Venue
- Psychological Science
- Publisher
- SAGE Publications
- Published
- 2009-08
- Volume
- 20
- Issue
- 8
- Pages
- 955-962
- ISSN
- 0956-7976 (ISSN-L)
- 1467-9280
- PMC
- PMC2931754
- OpenAlex
- W2148175602
- Cited by
- 103
- References
- 34
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 8 · 2023: 4 · 2022: 4 · 2021: 5 · 2020: 4 · 2019: 5 · 2018: 7 · 2017: 4 · 2016: 9 · 2015: 8 · 2014: 13 · 2013: 7 · 2012: 7
- FWCI
- 3.24
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Psychological Science (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- CaltechAUTHORS (California Institute of Technology) (submittedVersion)
- Max Planck Digital Library (submittedVersion, other-oa)
- UCL Discovery (University College London) (submittedVersion)
- Cambridge University Engineering Department Publications Database (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- Funders
- Wellcome Trust (078865)
- Brain Research Trust
- National Research Foundation
- Danmarks Grundforskningsfond
- Medical Research Council
- Economic and Social Research Council (RES-538-28-1001)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Keywords
- choking under pressure, reward magnitude, incentive motivation, ventral midbrain, performance decrement, attentional competition, arousal, near misses
- MeSH terms
- Achievement, Adult, Arousal, Attention, Brain Mapping, Corpus Striatum, Female, Frontal Lobe, Gyrus Cinguli, Humans, Image Processing, Computer-Assisted, Individuality, Magnetic Resonance Imaging, Male, Mesencephalon, Motion Perception, Motivation, Orientation, Oxygen, Pattern Recognition, Visual, Psychomotor Performance, Reward, Prefrontal Cortex, Maze Learning, Video Games, Young Adult
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