Distinct age-related differences in temporal discounting and risk taking in adolescents and young adults
Abstract
Age-related differences in temporal discounting (TD) and risk taking, and their association, were examined in adolescents and young adults (n = 337) aged 12-27 years. Since monetary rewards are typically used in TD and risk-taking tasks, the association between monetary reward valuation and age and decision making in these tasks was explored as well. TD declined linearly with age, with a particularly sharp decline from 15 to 16 years. In contrast, risk taking was not correlated with age and TD. Reward valuation was not associated with TD and risk taking, and age-related differences in TD remained significant after controlling for reward valuation. Together, these findings suggest that risk taking and TD are two separate constructs with distinct age-related differences in adolescence and young adulthood.
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These results are consistent with a recent large-scale study showing that adolescents valued the same objective monetary rewards more than adults, but this did not explain their increased impatient behavior.
“Together, these results are consistent with a recent large-scale study on adolescent discounting (49), which showed that, although the adolescents valued the same objective monetary rewards more than adults, this did not explain their increased impatient behavior on the intertemporal choice task.”
From Adolescent impatience decreases with increased frontostriatal connectivity (2015) · cites this paper as [49]
Delay discounting generally decreases between young childhood and adulthood, meaning children tend to choose a smaller immediate reward over a larger delayed reward.
“Delay discounting generally decreases between young childhood and adulthood, meaning children tend to choose a smaller immediate reward over a larger delayed reward (Christakou et al., 2011; de Water et al., 2014; Green et al., 1994; Olson et al., 2007; Scheres et al., 2006; Steinberg et al., 2009).”
From Does puberty mark a transition in sensitive periods for plasticity in the associative neocortex? (2017) · cites this paper as de Water et al., 2014
Pubertal stage and hormone concentrations were not significantly associated with delay discounting in either boys or girls.
“Pubertal stage and hormone concentrations were not significantly associated with delay discounting in either boys or girls, but prepubertal children were not included in these studies, so the effect of puberty onset could not be determined (Bromberg et al., 2015; de Water et al., 2014).”
From Does puberty mark a transition in sensitive periods for plasticity in the associative neocortex? (2017) · cites this paper as de Water et al., 2014
Cites
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482 · 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 · cited 8× · see citing works
“, subjective time perception and working memory), which follow a protracted developmental trajectory (Casey et al., 2008; Crone & Dahl, 2012).”
BackgroundInfluentialA self‐report measure of pubertal status: Reliability, validity and initial norms
Petersen, A. C., Crockett, L., Richards, M., & Boxer, A. (1988) · Journal of Youth and Adolescence · doi:10.1007/bf01537962 · Cited by 3,129 · see citing works
Understanding adolescence as a period of social–affective engagement and goal flexibility
Crone, E. A., & Dahl, R. E. (2012) · Nature Reviews Neuroscience · doi:10.1038/nrn3313 · Cited by 2,507 · see citing works
Gardner, M., & Steinberg, L. (2005) · Developmental Psychology · doi:10.1037/0012-1649.41.4.625 · Cited by 2,218 · 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
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
Age-related change in executive function: Developmental trends and a latent variable analysis
Huizinga, M., Dolan, C. V., & van der Molen, M. W. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.01.010 · Cited by 1,636 · see citing works
Impulsivity, compulsivity, and top-down cognitive control
Dalley, J. W., Everitt, B. J., & Robbins, T. W. (2011) · Neuron · doi:10.1016/j.neuron.2011.01.020 · Cited by 1,589 · see citing works
Steinberg, L., Albert, D., Cauffman, E., Banich, M., Graham, S., & Woolard, J. (2008) · Developmental Psychology · doi:10.1037/a0012955 · Cited by 1,542 · 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
Age differences in future orientation and delay discounting
Steinberg, L., Graham, S., O’Brien, L., Woolard, J., Cauffman, E., & Banich, M. (2009) · Child Development · doi:10.1111/j.1467-8624.2008.01244.x · Cited by 1,237 · see citing works
Discounting of Delayed Rewards: A Life-Span Comparison
Green, L., Fry, A. F., & Myerson, J. (1994) · Psychological Science · doi:10.1111/j.1467-9280.1994.tb00610.x · Cited by 1,165 · 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 2011 ESPAD report: substance use among students in 36 European countries.
Hibell, B., Guttormsson, U., Ahlström, S., Balakireva, O. M., Bjarnason, Þ., Kokkevi, A., & Kraus, L. (2012) · UWE Research Repository (UWE Bristol) · Cited by 686 · see citing works
Solanto, M. V., Abikoff, H., Sonuga-Barke, E., Schachar, R., Logan, G. D., Wigal, T., Hechtman, L., Hinshaw, S., & Turkel, E. (2001) · Journal of Abnormal Child Psychology · doi:10.1023/a:1010329714819 · Cited by 639 · 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
The development of nonverbal working memory and executive control processes in adolescents
Luciana, M., Conklin, H. M., Hooper, C. J., & Yarger, R. S. (2005) · Child Development · doi:10.1111/j.1467-8624.2005.00872.x · Cited by 567 · see citing works
Cross-Cultural Comparisons of Discounting Delayed and Probabilistic Rewards
Du, W., Green, L., & Myerson, J. (2002) · The Psychological Record · doi:10.1007/bf03395199 · Cited by 514 · see citing works
Age differences in affective decision making as indexed by performance on the Iowa gambling task
Cauffman, E., Shulman, E. P., Steinberg, L., Claus, E., Banich, M. T., Graham, S., & Woolard, J. (2010) · Developmental Psychology · doi:10.1037/a0016128 · Cited by 488 · 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 · cited 9× · see citing works
“In a later study, van Leijenhorst et al. (2010) did find that adolescents (12–14 years) made more high-risk decisions than young adults, but only in trials in which the EVs of the high-risk and low-risk options were equal.”
BackgroundMethodResultInfluentialDelay discounting: Trait variable?
Odum, A. L. (2011) · Behavioural Processes · doi:10.1016/j.beproc.2011.02.007 · Cited by 449 · see citing works
Crone, E. A., & van der Molen, M. W. (2004) · Developmental Neuropsychology · doi:10.1207/s15326942dn2503_2 · Cited by 433 · see citing works
Development of hot and cool executive function during the transition to adolescence
Prencipe, A., Kesek, A., Cohen, J., Lamm, C., Lewis, M. D., & Zelazo, P. D. (2011) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2010.09.008 · Cited by 433 · see citing works
Hooper, C. J., Luciana, M., Conklin, H. M., & Yarger, R. S. (2004) · Developmental Psychology · doi:10.1037/0012-1649.40.6.1148 · Cited by 412 · see citing works
Does delay discounting play an etiological role in smoking or is it a consequence of smoking?
Audrain-McGovern, J., Rodriguez, D., Epstein, L. H., Cuevas, J., Rodgers, K., & Wileyto, E. P. (2009) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2008.12.019 · Cited by 403 · 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
Adolescents’ risk-taking behavior is driven by tolerance to ambiguity
Tymula, A., Rosenberg Belmaker, L. A., Roy, A. K., Ruderman, L., Manson, K., Glimcher, P. W., & Levy, I. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1207144109 · Cited by 387 · 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
Self-citationThe Teenage Brain: Surging Hormones—Brain-Behavior Interactions During Puberty
Peper, J. S., & Dahl, R. E. (2013) · Current Directions in Psychological Science · doi:10.1177/0963721412473755 · Cited by 284 · see citing works
Christakou, A., Brammer, M., & Rubia, K. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.08.067 · Cited by 266 · see citing works
Performance on the IOWA card task by adolescents and adults
Overman, W., Frassrand, K., Ansel, S. N., Trawalter, S., Bies, B., & Redmond, A. (2004) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2004.03.014 · Cited by 224 · see citing works
Op de Macks, Z. A., Moor, B. G., Overgaauw, S., Güroğlu, B., Dahl, R. E., & Crone, E. A. (2011) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2011.06.003 · Cited by 203 · see citing works
Olson, E. A., Hooper, C. J., Collins, P. F., & Luciana, M. M. (2007) · Personality and Individual Differences · doi:10.1016/j.paid.2007.06.016 · Cited by 197 · 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
Van Leijenhorst, L., Westenberg, P. M., & Crone, E. A. (2008) · Developmental Neuropsychology · doi:10.1080/87565640701884287 · Cited by 176 · 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
Self-citationAdolescents’ 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
Smith, D. G., Xiao, L., & Bechara, A. (2011) · Developmental Psychology · doi:10.1037/a0026342 · Cited by 145 · see citing works
Peper, J. S., Mandl, R. C. W., Braams, B. R., de Water, E., Heijboer, A. C., Koolschijn, P. C. M. P., & Crone, E. A. (2013) · Cerebral Cortex · doi:10.1093/cercor/bhs163 · Cited by 144 · see citing works
Self-citationCrone, E. A., & van der Molen, M. W. (2007) · Child Development · doi:10.1111/j.1467-8624.2007.01066.x · Cited by 140 · see citing works
Huizenga, H. M., Crone, E. A., & Jansen, B. R. J. (2007) · Developmental Science · doi:10.1111/j.1467-7687.2007.00621.x · Cited by 136 · see citing works
The 20-Minute Version as a Predictor of the Raven Advanced Progressive Matrices Test
Hamel, R., & Schmittmann, V. D. (2006) · Educational and Psychological Measurement · doi:10.1177/0013164406288169 · Cited by 127 · see citing works
A Rasch analysis of Raven’s standard progressive matrices
van der Ven, A. H. G. S., & Ellis, J. L. (2000) · Personality and Individual Differences · doi:10.1016/s0191-8869(99)00177-4 · Cited by 116 · see citing works
Demurie, E., Roeyers, H., Baeyens, D., & Sonuga‐Barke, E. (2012) · Developmental Science · doi:10.1111/j.1467-7687.2012.01178.x · Cited by 111 · see citing works
Development of Risk Taking: Contributions from Adolescent Testosterone and the Orbito-frontal Cortex
Peper, J. S., Koolschijn, P. C. M. P., & Crone, E. A. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00445 · Cited by 102 · see citing works
Age-related changes in decision making: Comparing informed and noninformed situations
Van Duijvenvoorde, A. C. K., Jansen, B. R. J., Bredman, J. C., & Huizenga, H. M. (2012) · Developmental Psychology · doi:10.1037/a0025601 · Cited by 94 · see citing works
Affective and Cognitive Decision-Making in Adolescents
van Duijvenvoorde, A. C. K., Jansen, B. R. J., Visser, I., & Huizenga, H. M. (2010) · Developmental Neuropsychology · doi:10.1080/87565641.2010.494749 · Cited by 78 · see citing works
The neural correlates of temporal reward discounting
Scheres, A., de Water, E., & Mies, G. W. (2013) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1246 · Cited by 74 · see citing works
Self-citationDelay discounting by adolescents experimenting with cigarette smoking
Reynolds, B., & Fields, S. (2012) · Addiction · doi:10.1111/j.1360-0443.2011.03644.x · Cited by 72 · see citing works
Ripke, S., Hübner, T., Mennigen, E., Müller, K. U., Rodehacke, S., Schmidt, D., Jacob, M. J., & Smolka, M. N. (2012) · Brain Research · doi:10.1016/j.brainres.2012.08.034 · Cited by 65 · see citing works
Scheres, A., Tontsch, C., Thoeny, A. L., & Sumiya, M. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00711 · Cited by 62 · see citing works
Self-citationPubertal maturation and sex steroids are related to alcohol use in adolescents
de Water, E., Braams, B. R., Crone, E. A., & Peper, J. S. (2013) · Hormones and Behavior · doi:10.1016/j.yhbeh.2012.11.018 · Cited by 56 · see citing works
Future Discounting by Slum‐Dwelling Youth Versus University Students in Rio de Janeiro
Ramos, D. D. O., Victor, T. A. D. S., de Moura, M. L. S., & Daly, M. (2013) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2012.00796.x · Cited by 46 · see citing works
Scheres, A., Sumiya, M., & Thoeny, A. L. (2010) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.309 · Cited by 44 · see citing works
Self-citationDevelopment of decision making: Sequential versus integrative rules
Jansen, B. R. J., van Duijvenvoorde, A. C. K., & Huizenga, H. M. (2011) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2011.07.006 · Cited by 42 · see citing works
Mechanisms underlying heightened risk taking in adolescents as compared with adults
Mitchell, S. H., Schoel, C., & Stevens, A. A. (2008) · Psychonomic Bulletin & Review · doi:10.3758/pbr.15.2.272 · Cited by 33 · see citing works
Sensitivity for reward in children with attention-deficit/hyperactivity disorder
Demurie, E. (2012) · Ghent University Academic Bibliography (Ghent University) · Cited by 4 · see citing works
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Self-citation
- Authors
- de Water, E., Cillessen, A. H. N., & Scheres, A.
- Affiliations
- Behavioural Science Institute, Radboud University Nijmegen
- Radboud University Nijmegen (NL)
- Venue
- Child Development
- Publisher
- Oxford University Press (OUP)
- Published
- 2014-09-01
- Volume
- 85
- Issue
- 5
- Pages
- 1881-1897
- ISSN
- 0009-3920 (ISSN-L)
- 1467-8624
- OpenAlex
- W2167820042
- Cited by
- 80
- References
- 58
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 4 · 2023: 6 · 2022: 5 · 2021: 13 · 2020: 7 · 2019: 4 · 2018: 5 · 2017: 13 · 2016: 8 · 2015: 5 · 2014: 3
- FWCI
- 8.83
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Child Development (publishedVersion)
- PubMed (publishedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- Funders
- Netherlands Organisation for Scientific Research (452-09-004)
- 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 › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- delay discounting, risk-taking, age differences, adolescents, young adults, decision-making, impulsivity
- MeSH terms
- Adolescent, Adolescent Behavior, Adult, Age Factors, Child, Female, Humans, Male, Reward, Risk-Taking, Young Adult, Delay Discounting
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