A prospective study of alcohol involvement and the dual‐systems model of adolescent risk‐taking during late adolescence and emerging adulthood
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Aims: To estimate interactions and unique effects of behavioral approach and behavioral control on alcohol involvement hypothesized by dual‐systems models, during adolescence and emerging adulthood. Design: In a longitudinal study, behavioral approach and behavioral control were examined in relation to alcohol involvement, cross‐sectionally and prospectively. Setting and participants: A total of 846 general population twins born in Colorado, USA were assessed twice (mean = 17.3 and 22.8 years; female = 51.4%; white = 91.8%). Measurements: Behavioral approach was measured by self‐report questionnaires of sensation‐seeking and subjective effects of alcohol. Behavioral control was measured by self‐reported lack of planning and nine executive functioning (EF) tasks. Interviewers administered semi‐structured clinical interviews to assess alcohol use and disorder (AUD). Findings: None of 36 interaction effects was statistically significant (β = −0.16–0.14, P > 0.06), suggesting that dual systems are additively related to alcohol involvement. In multiple regression models, behavioral approach and behavioral control explained independent variance in alcohol use quantity (β = 0.09–0.33, P < 0.04) and frequency (β = −0.11–0.29, P < 0.03) at both waves. During adolescence, only subjective effects (β = 0.27–0.28, P < 0.001) explained independent variance in AUD. Moreover, measures of the same construct explained independent variance in alcohol involvement: for behavioral control, lack of planning and EF were associated with alcohol frequency in adolescence (β = −0.11–0.25, P < 0.02) and AUD in emerging adulthood (β = −0.09–0.16, P < 0.03). For the behavioral approach, subjective effects were associated with all measures at both waves (β = 0.20–0.33, P < 0.01) and sensation‐seeking was associated with all measures in emerging adulthood (β = 0.09–0.11, P < 0.04). In prospective models, adolescent alcohol involvement was associated with later lack of planning (β = 0.12–0.18, P < 0.03) and lack of planning in adolescence was associated with later alcohol involvement (β = 0.12–0.14, P < 0.02). Conclusions: Both the behavioral approach and behavioral control components of dual‐systems models explain alcohol involvement during adolescence and adulthood, and different measures of the same system assess separate risk processes. The relations between alcohol involvement and the dual systems appear to be bidirectional.
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Task-based and self-report measures of cognitive control independently predict psychopathology in multiple regressions.
“However, some evidence suggests that task-based and self-report measures of CC may best be considered separable constructs that are both relevant to mental health [209, 213], because they independently predict psychopathology in multiple regressions [157, 214, 215].”
From The role of prefrontal cortex in cognitive control and executive function (2022) · cites this paper as [214]
The Results (RQ3; page unavailable) report that task-based executive functioning and self-reported lack of planning each explained independent variance in alcohol use disorder during emerging adulthood. This supports the claim for a specific disorder and age period, but not for psychopathology more broadly. (LLM, conf=0.85)
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Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000) · Cognitive Psychology · doi:10.1006/cogp.1999.0734 · Cited by 15,798 · see citing works
Self-citationEnders, C., & Bandalos, D. (2001) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1207/s15328007sem0803_5 · Cited by 4,978 · see citing works
Whiteside, S. P., & Lynam, D. R. (2001) · Personality and Individual Differences · doi:10.1016/s0191-8869(00)00064-7 · Cited by 4,123 · see citing works
Miyake, A., & Friedman, N. P. (2012) · Current Directions in Psychological Science · doi:10.1177/0963721411429458 · Cited by 3,944 · see citing works
Self-citationA Systematic Method for Clinical Description and Classification of Personality Variants: A Proposal
Cloninger, C. R. (1987) · Archives of General Psychiatry · doi:10.1001/archpsyc.1987.01800180093014 · Cited by 3,678 · see citing works
Species Richness of Parasite Assemblages: Evolution and Patterns
Poulin, R. (1997) · Annual Review of Ecology and Systematics · doi:10.1146/annurev.ecolsys.28.1.341 · Cited by 3,500 · see citing works
Robins, L. N. (1988) · Archives of General Psychiatry · doi:10.1001/archpsyc.1988.01800360017003 · Cited by 2,909 · see citing works
Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications
Goldstein, R. Z., & Volkow, N. D. (2011) · Nature Reviews Neuroscience · doi:10.1038/nrn3119 · Cited by 2,749 · see citing works
(1994) · Cited by 2,675 · see citing works
Evaluation of a behavioral measure of risk taking: The balloon analogue risk task (BART)
Lejuez, C. W., Read, J. P., Kahler, C. W., Richards, J. B., Ramsey, S. E., Stuart, G. L., Strong, D. R., & Brown, R. A. (2002) · Journal of Experimental Psychology: Applied · doi:10.1037/1076-898x.8.2.75 · Cited by 2,336 · see citing works
Individual differences in executive functions are almost entirely genetic in origin.
Friedman, N. P., Miyake, A., Young, S. E., DeFries, J. C., Corley, R. P., & Hewitt, J. K. (2008) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.137.2.201 · Cited by 1,547 · see citing works
Self-citationSteinberg, 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
Addiction and the brain antireward system
Koob, G. F., & Le Moal, M. (2008) · Annual Review of Psychology · doi:10.1146/annurev.psych.59.103006.093548 · Cited by 1,457 · see citing works
Brain Systems that Mediate both Emotion and Cognition
Gray, J. A. (1990) · Cognition & Emotion · doi:10.1080/02699939008410799 · Cited by 1,400 · see citing works
A dual systems model of adolescent risk‐taking
Steinberg, L. (2010) · Developmental Psychobiology · doi:10.1002/dev.20445 · Cited by 1,187 · see citing works
Somerville, L. H., Jones, R. M., & Casey, B. J. (2010) · Brain and Cognition · doi:10.1016/j.bandc.2009.07.003 · Cited by 1,025 · see citing works
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 · cited 1× · see citing works
“These models are largely based on developmental evidence that sensation-seeking increases rapidly and behavioral control increases gradually during adolescence, resulting in a period of greater risk-taking [3].”
The Iowa Gambling Task and the somatic marker hypothesis: some questions and answers
Bechara, A., Damasio, H., Tranel, D., & Damasio, A. R. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.02.002 · Cited by 798 · see citing works
On the Validity and Utility of Discriminating Among Impulsivity-Like Traits
Smith, G. T., Fischer, S. F., Cyders, M., Annus, A. M., Spillane, N. S., & McCarthy, D. (2007) · Assessment (Odessa, Fla.) · doi:10.1177/1073191106295527 · Cited by 629 · see citing works
Implicit cognition and addiction: a tool for explaining paradoxical behavior
Stacy, A. W., & Wiers, R. W. (2010) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.121208.131444 · Cited by 607 · see citing works
Coskunpinar, A., Dir, A. L., & Cyders, M. A. (2013) · Alcoholism: Clinical and Experimental Research · doi:10.1111/acer.12131 · Cited by 541 · see citing works
Kessler, R. C., Wittchen, H., Abelson, J. M., Mcgonagle, K., Schwarz, N., Kendler, K. S., Knäuper, B., & Zhao, S. (1998) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.33 · Cited by 483 · see citing works
The Reliability of the CIDI‐SAM: a comprehensive substance abuse interview
Cottler, L. B., Robins, L. N., & Helzer, J. E. (1989) · British Journal of Addiction · doi:10.1111/j.1360-0443.1989.tb03060.x · Cited by 437 · see citing works
Harden, K. P., & Tucker-Drob, E. M. (2011) · Developmental Psychology · doi:10.1037/a0023279 · Cited by 342 · see citing works
Bickel, W. K., Jarmolowicz, D., Mueller, E. T., Gatchalian, K., & Mcclure, S. M. (2012) · Psychopharmacology · doi:10.1007/s00213-012-2689-x · Cited by 316 · see citing works
Friedman, N. P., Miyake, A., Altamirano, L. J., Corley, R. P., Young, S. E., Rhea, S. A., & Hewitt, J. K. (2016) · Developmental Psychology · doi:10.1037/dev0000075 · Cited by 294 · see citing works
Self-citationThush, C., Wiers, R. W., Ames, S. L., Grenard, J. L., Sussman, S., & Stacy, A. W. (2008) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2007.10.019 · Cited by 282 · see citing works
Quinn, P. D., & Harden, K. P. (2013) · Development and Psychopathology · doi:10.1017/s0954579412000284 · Cited by 264 · see citing works
Is “maturing out” of problematic alcohol involvement related to personality change?
Littlefield, A. K., Sher, K. J., & Wood, P. K. (2009) · Journal of Abnormal Psychology · doi:10.1037/a0015125 · Cited by 233 · see citing works
Sher, K. J. (1985) · Journal of Studies on Alcohol · doi:10.15288/jsa.1985.46.137 · Cited by 163 · see citing works
Chassin, L., Sher, K. J., Hussong, A. M., & Curran, P. J. (2013) · Development and Psychopathology · doi:10.1017/s0954579413000771 · Cited by 152 · see citing works
The relationship between self-report and lab task conceptualizations of impulsivity
Cyders, M. A., & Coskunpinar, A. (2012) · Journal of Research in Personality · doi:10.1016/j.jrp.2011.11.005 · Cited by 136 · see citing works
Rhea, S., Gross, A. A., Haberstick, B. C., & Corley, R. (2006) · Twin Research and Human Genetics · doi:10.1375/twin.9.6.941 · Cited by 127 · see citing works
Self-citationRhea, S. A., Gross, A. A., Haberstick, B. C., & Corley, R. P. (2006) · Twin Research and Human Genetics · doi:10.1375/183242706779462895 · Cited by 122 · see citing works
Self-citationViken, R. J., Rose, R. J., Morzorati, S. L., Christian, J. C., & Li, T. (2003) · Alcoholism Clinical and Experimental Research · doi:10.1097/01.alc.0000067974.41160.95 · Cited by 120 · see citing works
Effects of Censoring on Parameter Estimates and Power in Genetic Modeling
Derks, E. M., Dolan, C. V., & Boomsma, D. I. (2004) · Twin Research · doi:10.1375/1369052042663832 · Cited by 107 · see citing works
How do genes influence marijuana use? The role of subjective effects
Lyons, M. J., Toomey, R., Meyer, J. M., Green, A. I., Eisen, S. A., Goldberg, J. H., True, W. R., & Tsuang, M. T. (1997) · Addiction · doi:10.1111/j.1360-0443.1997.tb03372.x · Cited by 89 · see citing works
Executive functions and substance use: Relations in late adolescence and early adulthood.
Gustavson, D. E., Stallings, M. C., Corley, R. P., Miyake, A., Hewitt, J. K., & Friedman, N. P. (2017) · Journal of Abnormal Psychology · doi:10.1037/abn0000250 · Cited by 84 · see citing works
Self-citationHaberstick, B. C., Zeiger, J. S., Corley, R. P., Hopfer, C. J., Stallings, M. C., Rhee, S. H., & Hewitt, J. K. (2010) · Addiction · doi:10.1111/j.1360-0443.2010.03129.x · Cited by 82 · see citing works
Self-citationHarden, K. P., Kretsch, N., Mann, F. D., Herzhoff, K., Tackett, J. L., Steinberg, L., & Tucker-Drob, E. M. (2017) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2016.12.007 · Cited by 77 · see citing works
Questionnaires and task-based measures assess different aspects of self-regulation: Both are needed
Friedman, N. P., & Banich, M. T. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1915315116 · Cited by 57 · see citing works
Self-citationLee, M. R., Ellingson, J. M., & Sher, K. J. (2015) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.12816 · Cited by 39 · see citing works
Self-citationHernández, J. G., Capilla-Díaz, C., & López, M. G. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01605 · Cited by 22 · see citing works
A Multivariate Behavior Genetic Investigation of Dual-Systems Models of Alcohol Involvement
Ellingson, J. M., Slutske, W. S., Verges, A. J., Littlefield, A. K., Statham, D. J., & Martin, N. G. (2018) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2018.79.617 · Cited by 6 · see citing works
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- [8]Winick C Maturing out of narcotic addiction. Bull Narc. 1962; 14(1): 1– 7.
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The role of prefrontal cortex in cognitive control and executive function
Friedman, N. P., & Robbins, T. W. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-021-01132-0 · Cited by 1,737 · see citing works
“However, some evidence suggests that task-based and self-report measures of CC may best be considered separable constructs that are both relevant to mental health [209, 213], because they independently predict psychopathology in multiple regressions [157, 214, 215].”
BackgroundSelf-citationQuestionnaires and task-based measures assess different aspects of self-regulation: Both are needed
Friedman, N. P., & Banich, M. T. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1915315116 · Cited by 57 · see citing works
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- Authors
- Ellingson, J. M., Corley, R., Hewitt, J. K., & Friedman, N. P.
- Affiliations
- University of Colorado Boulder (US)
- Corresponding author
- Ellingson, Jarrod M.
- Venue
- Addiction
- Publisher
- Wiley
- Published
- 2018-12-05
- Volume
- 114
- Issue
- 4
- Pages
- 653-661
- ISSN
- 0965-2140 (ISSN-L)
- 1360-0443
- PMC
- PMC6411436
- OpenAlex
- W2899833917
- Semantic Scholar
- a7afd400283a43822e3f99fb73b9f98ea06292fd
- Cited by
- 37
- References
- 44
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 5 · 2023: 6 · 2022: 5 · 2021: 10 · 2019: 3
- FWCI
- 2.53
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Addiction (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (MH063207)
- National Institute on Aging (AG046938)
- National Institute on Alcohol Abuse and Alcoholism (AA024632)
- National Institute on Drug Abuse (DA011015, DA046413)
- National Institutes of Health (AG046938, DA046413, DA011015, AA024632, MH063207)
- Topics
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- alcohol involvement, dual systems model, behavioral approach, behavioral control, sensation seeking, subjective effects of alcohol, lack of planning, executive function, alcoholism, adolescent risk-taking, emerging adulthood, late adolescence, twin cohort, impulsivity, self-control
- MeSH terms
- Adolescent, Adolescent Behavior, Alcohol Drinking, Colorado, Cross-Sectional Studies, Female, Humans, Interviews as Topic, Longitudinal Studies, Male, Prospective Studies, Risk-Taking, Twins, Models, Statistical, Alcohol-Related Disorders, Young Adult, Executive Function, Self Report
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