Neurocognitive Development of Risk Aversion from Early Childhood to Adulthood
Open accessAbstract
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.
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Only a handful of studies have explored age differences in brain activity during a risk-taking task, and evidence for mutual involvement of both lateral prefrontal cortex and striatum during risky decision making is scarce.
“Only a handful of studies (see table 1) have explored age differences in brain activity during the performance of a risk-taking task [97, 101–105], and evidence for mutual involvement of both the IPFC and striatum during risky decision making is scarce.”
From The role of the anterior insula in adolescent decision making (2014) · cites this paper as [101]
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Cites
Jenkinson, M., Bannister, P., Brady, M., & Smith, S. (2002) · NeuroImage · doi:10.1006/nimg.2002.1132 · Cited by 11,888 · see citing works
Loss aversion in riskless choice: A reference-dependent model.
Tversky, A., & Kahneman, D. (1991) · The Quarterly Journal of Economics · doi:10.2307/2937956 · Cited by 6,432 · see citing works
Insensitivity to future consequences following damage to human prefrontal cortex
Bechara, A., Damasio, A. R., Damasio, H., & Anderson, S. W. (1994) · Cognition · doi:10.1016/0010-0277(94)90018-3 · Cited by 6,128 · see citing works
Brain development during childhood and adolescence: a longitudinal MRI study
Giedd, J. N., Blumenthal, J., Jeffries, N. O., Castellanos, F. X., Liu, H., Zijdenbos, A., Paus, T., Evans, A. C., & Rapoport, J. L. (1999) · Nature Neuroscience · doi:10.1038/13158 · Cited by 5,552 · see citing works
Casey, B. J., Jones, R. M., & Hare, T. A. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1440.010 · Cited by 3,345 · see citing works
Can cognitive processes be inferred from neuroimaging data?
POLDRACK, R. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.12.004 · Cited by 2,230 · see citing works
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
Emotion and motivation: the role of the amygdala, ventral striatum, and prefrontal cortex
Cardinal, R. N., Parkinson, J. A., Hall, J., & Everitt, B. J. (2002) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(02)00007-6 · Cited by 2,129 · see citing works
The hippocampal-VTA loop: controlling the entry of information into long-term memory
Lisman, J. E., & Grace, A. A. (2005) · Neuron · doi:10.1016/j.neuron.2005.05.002 · Cited by 1,983 · 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
Markowitz, H. M. (1952) · Journal of Political Economy · doi:10.1086/257177 · Cited by 1,821 · see citing works
Casey, B. J., Getz, S., & Galvan, A. (2008) · Developmental Review · doi:10.1016/j.dr.2007.08.003 · Cited by 1,810 · see citing works
Neural correlates of decision variables in parietal cortex
Platt, M. L., & Glimcher, P. W. (1999) · Nature · doi:10.1038/22268 · Cited by 1,721 · see citing works
Self-citationNeural systems responding to degrees of uncertainty in human decision-making
Hsu, M., Bhatt, M., Adolphs, R., Tranel, D., & Camerer, C. F. (2005) · Science · doi:10.1126/science.1115327 · Cited by 1,411 · see citing works
Galvan, A., Hare, T. A., Parra, C. E., Penn, J., Voss, H., Glover, G., & Casey, B. J. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.1062-06.2006 · Cited by 1,282 · see citing works
The Neural Basis of Financial Risk Taking
Kuhnen, C. M., & Knutson, B. (2005) · Neuron · doi:10.1016/j.neuron.2005.08.008 · Cited by 1,182 · see citing works
Peers increase adolescent risk taking by enhancing activity in the brain’s reward circuitry
Chein, J., Albert, D., O’Brien, L., Uckert, K., & Steinberg, L. (2011) · Developmental Science · doi:10.1111/j.1467-7687.2010.01035.x · Cited by 1,180 · cited 1× · see citing works
“Adolescents tested in a driving simulation were found to show decreased activation in striatum and OFC compared to adults, when peers were present (Chein et al., 2010).”
BackgroundTuning Curves for Approximate Numerosity in the Human Intraparietal Sulcus
Manuela Piazza, A., Véronique Izard, A., Pinel, P., Bihan, D. L., & Dehaene, S. (2004) · Neuron · doi:10.1016/j.neuron.2004.10.014 · Cited by 1,104 · see citing works
Reward-motivated learning: mesolimbic activation precedes memory formation
Adcock, R. A., Thangavel, A., Whitfield-Gabrieli, S., Knutson, B., & Gabrieli, J. D. E. (2006) · Neuron · doi:10.1016/j.neuron.2006.03.036 · Cited by 977 · see citing works
Brain systems mediating aversive conditioning: an event-related fMRI study
Büchel, C., Morris, J., Dolan, R. J., & Friston, K. J. (1998) · Neuron · doi:10.1016/s0896-6273(00)80476-6 · Cited by 951 · see citing works
Orbitofrontal cortex and its contribution to decision-making.
Wallis, J. D. (2007) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.30.051606.094334 · Cited by 938 · see citing works
Reckless behavior in adolescence: A developmental perspective
ARNETT, J. (1992) · Developmental Review · doi:10.1016/0273-2297(92)90013-r · Cited by 917 · see citing works
Choice, uncertainty and value in prefrontal and cingulate cortex
Rushworth, M. F. S., & Behrens, T. E. J. (2008) · Nature Neuroscience · doi:10.1038/nn2066 · Cited by 866 · see citing works
Human insula activation reflects risk prediction errors as well as risk
Preuschoff, K., Quartz, S. R., & Bossaerts, P. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.4286-07.2008 · Cited by 784 · see citing works
Paulus, M. P., Rogalsky, C., Simmons, A., Feinstein, J. S., & Stein, M. B. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00251-9 · Cited by 745 · see citing works
Weber, E. U., Shafir, S., & Blais, A.-R. (2004) · Psychological Review · doi:10.1037/0033-295x.111.2.430 · Cited by 724 · see citing works
Neural Signatures of Economic Preferences for Risk and Ambiguity
Huettel, S. A., Stowe, C. J., Gordon, E. M., Warner, B. T., & Platt, M. L. (2006) · Neuron · doi:10.1016/j.neuron.2006.01.024 · Cited by 713 · see citing works
Self-citationDaphna Shohamy, A., & Adcock, R. A. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.08.002 · Cited by 702 · see citing works
Boorman, E. D., Behrens, T. E. J., Woolrich, M. W., & Rushworth, M. F. S. (2009) · Neuron · doi:10.1016/j.neuron.2009.05.014 · Cited by 665 · see citing works
Ernst, M., Nelson, E. E., Jazbec, S., McClure, E. B., Monk, C. S., Leibenluft, E., Blair, J., & Pine, D. S. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.12.038 · Cited by 635 · see citing works
Figner, B., Mackinlay, R. J., Wilkening, F., & Weber, E. U. (2009) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/a0014983 · Cited by 625 · see citing works
Differential effects of insular and ventromedial prefrontal cortex lesions on risky decision-making
Clark, L., Bechara, A., Damasio, H., Aitken, M. R. F., Sahakian, B. J., & Robbins, T. W. (2008) · Brain · doi:10.1093/brain/awn066 · Cited by 613 · see citing works
Functional Imaging of Numerical Processing in Adults and 4-y-Old Children
Cantlon, J. F., Brannon, E. M., Carter, E. J., & Pelphrey, K. A. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040125 · Cited by 611 · see citing works
Self-citationProbabilistic reasoning by neurons
Yang, T., & Shadlen, M. N. (2007) · Nature · doi:10.1038/nature05852 · Cited by 581 · see citing works
Incentive-elicited brain activation in adolescents: Similarities and differences from young adults
Bjork, J. M., Knutson, B., Fong, G. W., Caggiano, D. M., Bennett, S. M., & Hommer, D. W. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.4862-03.2004 · Cited by 567 · see citing works
Risky business: the neuroeconomics of decision making under uncertainty
Platt, M. L., & Huettel, S. A. (2008) · Nature Neuroscience · doi:10.1038/nn2062 · Cited by 556 · see citing works
Self-citationContributions of the prefrontal cortex to the neural basis of human decision making
Krawczyk, D. C. (2002) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(02)00021-0 · Cited by 531 · see citing works
Development of “hot” executive function: The children’s gambling task
Kerr, A., & Zelazo, P. D. (2004) · Brain and Cognition · doi:10.1016/s0278-2626(03)00275-6 · Cited by 529 · see citing works
Hare, T. A., Camerer, C. F., Knoepfle, D. T., O'Doherty, J. P., & Rangel, A. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.4089-09.2010 · Cited by 527 · see citing works
Adolescent development of the reward system
Galvan (2010) · Frontiers in Human Neuroscience · doi:10.3389/neuro.09.006.2010 · Cited by 521 · see citing works
Østby, Y., Tamnes, C. K., Fjell, A. M., Westlye, L. T., Due-Tønnessen, P., & Walhovd, K. B. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.1242-09.2009 · Cited by 480 · see citing works
Adolescent risky decision-making: Neurocognitive development of reward and control regions
Van Leijenhorst, L., Moor, B. G., Op de Macks, Z. A., Rombouts, S. A. R. B., Westenberg, P. M., & Crone, E. A. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.02.038 · Cited by 467 · see citing works
Decision-making in a Risk-taking Task A PET Study
Monique Ernst, D. (2002) · Neuropsychopharmacology · doi:10.1016/s0893-133x(01)00414-6 · Cited by 451 · see citing works
What Motivates the Adolescent? Brain Regions Mediating Reward Sensitivity across Adolescence
Van Leijenhorst, L., Zanolie, K., Van Meel, C. S., Westenberg, P. M., Rombouts, S. A. R. B., & Crone, E. A. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhp078 · Cited by 449 · see citing works
Mohr, P. N. C., Biele, G., & Heekeren, H. R. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.0003-10.2010 · Cited by 411 · see citing works
Eshel, N., Nelson, E. E., Blair, R. J., Pine, D. S., & Ernst, M. (2007) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.10.004 · Cited by 355 · see citing works
Risk Attitudes of Children and Adults: Choices Over Small and Large Probability Gains and Losses
Harbaugh, W. T., Krause, K., & Vesterlund, L. (2002) · Experimental Economics · doi:10.1023/a:1016316725855 · Cited by 352 · see citing works
Loss Aversion in Riskless Choice: A Reference-Dependent Model
Tversky, A., & Kahneman, D. J. (2000) · Cambridge University Press eBooks · doi:10.1017/cbo9780511803475.008 · Cited by 343 · see citing works
Burgund, E. D., Kang, H. C., Kelly, J. E., Buckner, R. L., Snyder, A. Z., Petersen, S. E., & Schlaggar, B. L. (2002) · NeuroImage · doi:10.1006/nimg.2002.1174 · Cited by 329 · see citing works
Scheres, A., Dijkstra, M., Ainslie, E., Balkan, J., Reynolds, B., Sonuga-Barke, E., & Castellanos, F. X. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2005.10.012 · Cited by 327 · see citing works
Neural activity associated with episodic memory for emotional context
Maratos, E. J., Dolan, R. J., Morris, J. S., Henson, R. N. A., & Rugg, M. D. (2001) · Neuropsychologia · doi:10.1016/s0028-3932(01)00025-2 · Cited by 306 · see citing works
Distinct Value Signals in Anterior and Posterior Ventromedial Prefrontal Cortex
Smith, D. V., Hayden, B. Y., Truong, T.-K., Song, A. W., Platt, M. L., & Huettel, S. A. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.3319-09.2010 · Cited by 300 · see citing works
Self-citationComparison of functional activation foci in children and adults using a common stereotactic space
Kang, H. C., Burgund, E. D., Lugar, H. M., Petersen, S. E., & Schlaggar, B. L. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00038-7 · Cited by 299 · see citing works
Neural Correlates of Adaptive Decision Making for Risky Gains and Losses
Weller, J. A., Levin, I. P., Shiv, B., & Bechara, A. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.02009.x · Cited by 283 · see citing works
Adolescents, adults and rewards: Comparing motivational neurocircuitry recruitment using fMRI
Bjork, J. M., Smith, A. R., Chen, G., & Hommer, D. W. (2010) · PLoS ONE · doi:10.1371/journal.pone.0011440 · Cited by 271 · see citing works
Tracking the emergence of conceptual knowledge during human decision making
Kumaran, D., Summerfield, J. J., Hassabis, D., & Maguire, E. A. (2009) · Neuron · doi:10.1016/j.neuron.2009.07.030 · Cited by 260 · see citing works
Levin, I. P., & Hart, S. S. (2003) · Journal of Behavioral Decision Making · doi:10.1002/bdm.453 · Cited by 246 · see citing works
Contributions of the Amygdala to Reward Expectancy and Choice Signals in Human Prefrontal Cortex
Hampton, A. N., Adolphs, R., Tyszka, J. M., & O'Doherty, J. P. (2007) · Neuron · doi:10.1016/j.neuron.2007.07.022 · Cited by 213 · see citing works
van Duijvenvoorde, A. C. K., Zanolie, K., Rombouts, S. A. R. B., Raijmakers, M. E. J., & Crone, E. A. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.1485-08.2008 · Cited by 211 · see citing works
Van Leijenhorst, L., Westenberg, P. M., & Crone, E. A. (2008) · Developmental Neuropsychology · doi:10.1080/87565640701884287 · Cited by 176 · see citing works
Trajectory of risky decision making for potential gains and losses from ages 5 to 85
Weller, J. A., Levin, I. P., & Denburg, N. L. (2011) · Journal of Behavioral Decision Making · doi:10.1002/bdm.690 · Cited by 174 · see citing works
Breath holding reveals differences in fMRI BOLD signal in children and adults
Thomason, M. E., Burrows, B. E., Gabrieli, J. D. E., & Glover, G. H. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.12.026 · Cited by 174 · see citing works
Adolescents’ heightened risk-seeking in a probabilistic gambling task
Burnett, S., Bault, N., Coricelli, G., & Blakemore, S.-J. (2010) · Cognitive Development · doi:10.1016/j.cogdev.2009.11.003 · Cited by 165 · see citing works
Age-related differences in adaptive decision making: Sensitivity to expected value in risky choice
Levin, I. P., Weller, J. A., Pederson, A. A., & Harshman, L. A. (2007) · Judgment and Decision Making · doi:10.1017/s1930297500000553 · Cited by 162 · see citing works
Playing for peanuts: Why is risk seeking more common for low-stakes gambles?
Weber, B. J., & Chapman, G. B. (2005) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2005.03.001 · Cited by 152 · see citing works
Neural correlates of decisions
Platt, M. L. (2002) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(02)00302-1 · Cited by 151 · see citing works
Self-citationNeural correlates of developmental differences in risk estimation and feedback processing
van Leijenhorst, L., Crone, E. A., & Bunge, S. A. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.02.002 · Cited by 146 · see citing works
Figner, B., Mackinlay, R. J., Wilkening, F., & Weber, E. U. (2009) · SSRN Electronic Journal · doi:10.2139/ssrn.1420297 · Cited by 137 · see citing works
Complex decision-making in early childhood
Garon, N., & Moore, C. L. (2004) · Brain and Cognition · doi:10.1016/s0278-2626(03)00272-0 · Cited by 128 · see citing works
Levin, I. P., Hart, S. S., Weller, J. A., & Harshman, L. A. (2006) · Journal of Behavioral Decision Making · doi:10.1002/bdm.552 · Cited by 108 · see citing works
Working memory and the developmental analysis of probability judgment.
Brainerd, C. J. (1981) · Psychological Review · doi:10.1037/0033-295x.88.6.463 · Cited by 107 · see citing works
Decision-Making Under Risk in Children, Adolescents, and Young Adults
Paulsen, D. J., Platt, M. L., Huettel, S. A., & Brannon, E. M. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00072 · Cited by 100 · see citing works
Self-citationNonsymbolic, approximate arithmetic in children: Abstract addition prior to instruction.
Barth, H. C., Beckmann, L., & Spelke, E. S. (2008) · Developmental Psychology · doi:10.1037/a0013046 · Cited by 95 · see citing works
Risk‐sensitive foraging: the effect of relative variability
Shafir, S. (2000) · Oikos · doi:10.1034/j.1600-0706.2000.880323.x · Cited by 85 · see citing works
Distinct Hippocampal and Basal Ganglia Contributions to Probabilistic Learning and Reversal
Daphna Shohamy, A., Myers, C. E., Hopkins, R. O., Sage, J., & Gluck, M. A. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21138 · Cited by 83 · see citing works
Contributions of the hippocampus and the striatum to simple association and frequency-based learning
Amso, D., Davidson, M. C., Johnson, S. P., Glover, G. H., & Casey, B. J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.02.035 · Cited by 48 · see citing works
Developmental insights into experience‐based decision making
Rakow, T., & Rahim, S. B. (2009) · Journal of Behavioral Decision Making · doi:10.1002/bdm.672 · Cited by 48 · see citing works
Framing effect following bilateral amygdala lesion
Talmi, D., Hurlemann, R., Patin, A., & Dolan, R. J. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.03.005 · Cited by 41 · see citing works
Conditioned associations and economic decision biases.
Guitart-Masip, M., Talmi, D., & Dolan, R. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.06.021 · Cited by 36 · see citing works
Awareness and Symbol Use Improves Future-Oriented Decision Making in Preschoolers
Garon, N., & Moore, C. L. (2007) · Developmental Neuropsychology · doi:10.1207/s15326942dn3101_3 · Cited by 34 · see citing works
Interleaved spiral‐in/out with application to functional MRI (fMRI)
Law, C. S. W., & Glover, G. H. (2009) · Magnetic Resonance in Medicine · doi:10.1002/mrm.22056 · Cited by 22 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The dual systems model: Review, reappraisal, and reaffirmation
Shulman, E. P., Smith, A. R., Silva, K., Icenogle, G., Duell, N., Chein, J., & Steinberg, L. (2016) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2015.12.010 · Cited by 867 · see citing works
Silverman, M. H., Jedd, K., & Luciana, M. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.07.083 · Cited by 277 · see citing works
Neural correlates of expected risks and returns in risky choice across development
van Duijvenvoorde, A. C. K., Huizenga, H. M., Somerville, L. H., Delgado, M. R., Powers, A., Weeda, W. D., Casey, B. J., Weber, E. U., & Figner, B. (2015) · The Journal of Neuroscience · doi:10.1523/jneurosci.1924-14.2015 · Cited by 141 · see citing works
The role of the anterior insula in adolescent decision making
Smith, A. R., Steinberg, L., & Chein, J. (2014) · Developmental Neuroscience · doi:10.1159/000358918 · Cited by 110 · see citing works
Adolescent Decision-Making Under Risk: Neural Correlates and Sex Differences
Korucuoglu, O., Harms, M. P., Kennedy, J. T., Golosheykin, S., Astafiev, S. V., Barch, D. M., & Anokhin, A. P. (2020) · Cerebral Cortex · doi:10.1093/cercor/bhz269 · Cited by 33 · see citing works
- Authors
- Paulsen, D. J., Carter, R. M., Platt, M. L., Huettel, S. A., & Brannon, E. M.
- Affiliations
- Duke University (US)
- Corresponding author
- Paulsen, David J.
- Venue
- Frontiers in Human Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2012
- Volume
- 5
- Pages
- 178-178
- ISSN
- 1662-5161 (ISSN-L)
- PMC
- PMC3250075
- OpenAlex
- W2032542549
- Cited by
- 65
- References
- 81
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 3 · 2023: 5 · 2022: 2 · 2021: 8 · 2020: 6 · 2019: 3 · 2018: 4 · 2017: 6 · 2016: 3 · 2015: 9 · 2014: 10 · 2013: 1 · 2012: 3
- FWCI
- 3.77
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- Frontiers in Human Neuroscience (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institute of Mental Health (RC1MH088680, RC1-088680)
- National Institute on Drug Abuse
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Safety Research › Experimental Behavioral Economics Studies
- Keywords
- risk aversion, neurocognitive development, risky decision making, children, adolescents, young adults, ventromedial prefrontal cortex, ventral striatum, insula, hippocampus, amygdala, brain maturation, individual differences
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