A Meta-Analysis of Decision-Making and Attention in Adults With ADHD
Abstract
Objective: Deficient reward processing has gained attention as an important aspect of ADHD, but little is known about reward-based decision-making (DM) in adults with ADHD. This article summarizes research on DM in adult ADHD and contextualizes DM deficits by comparing them to attention deficits. Method: Meta-analytic methods were used to calculate average effect sizes for different DM domains and continuous performance task (CPT) measures. Results: None of the 59 included studies (DM: 12 studies; CPT: 43; both: 4) had indications of publication bias. DM and CPT measures showed robust, small to medium effects. Large effect sizes were found for a drift diffusion model analysis of the CPT. Conclusion: The results support the existence of DM deficits in adults with ADHD, which are of similar magnitude as attention deficits. These findings warrant further examination of DM in adults with ADHD to improve the understanding of underlying neurocognitive mechanisms.
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Individuals with ADHD experience neuropsychological difficulties associated with deficient inhibition, memory, executive functioning, decision making, and emotional dysregulation.
“Individuals with ADHD also experience neuropsychological difficulties associated with deficient inhibition [22], memory [22], executive functioning [23,24], decision making [25], and emotional dysregulation [26].”
From Adult ADHD and comorbid disorders: clinical implications of a dimensional approach (2017) · cites this paper as [25]
Cites
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
Assessing heterogeneity in meta-analysis: Q statistic or I² index?
Huedo-Medina, T. B., Sánchez-Meca, J., Marín-Martínez, F., & Botella, J. (2006) · Psychological Methods · doi:10.1037/1082-989x.11.2.193 · Cited by 4,256 · see citing works
Willcutt, E. G., Doyle, A. E., Nigg, J. T., Faraone, S. V., & Pennington, B. F. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.02.006 · Cited by 3,568 · see citing works
Multiple dopamine functions at different time courses
Schultz, W. (2007) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.28.061604.135722 · Cited by 1,415 · see citing works
Kooij, S. J., Bejerot, S., Blackwell, A., Caci, H., Casas-Brugué, M., Carpentier, P. J., Edvinsson, D., Fayyad, J., Foeken, K., Fitzgerald, M., et al. (2010) · BMC Psychiatry · doi:10.1186/1471-244x-10-67 · Cited by 928 · cited 1× · see citing works
“meta-analysis, ADHD, adult ADHD, continuous performance task, decision-making pathological symptom (Kooij et al., 2010).”
The dual pathway model of AD/HD: an elaboration of neuro-developmental characteristics
Sonuga-Barke, E. J. S. (2003) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2003.08.005 · Cited by 816 · see citing works
Barkley, R. A., Edwards, G., Laneri, M., Fletcher, K., & Metevia, L. (2001) · Journal of Abnormal Child Psychology · doi:10.1023/a:1012233310098 · Cited by 638 · see citing works
Barkley, R. A. (1997) · Psychological Bulletin · doi:10.1037//0033-2909.121.1.65 · Cited by 580 · see citing works
Charach, A., Yeung, E., Climans, T., & Lillie, E. (2011) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.09.019 · Cited by 482 · see citing works
Altered reinforcement mechanisms in attention-deficit/hyperactivity disorder
Sagvolden, T., Aase, H., Zeiner, P., & Berger, D. (1998) · Behavioural Brain Research · doi:10.1016/s0166-4328(97)00170-8 · Cited by 345 · see citing works
Luman, M., Tripp, G., & Scheres, A. (2010) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.11.021 · Cited by 335 · cited 1× · see citing works
“Similar results are found in children with ADHD (Luman et al., 2010; Sagvolden et al., 2005), and might indicate that aberrant processing in these domains extends from childhood into adult life.”
ResultSCHOECHLIN, C., & ENGEL, R. (2005) · Archives of Clinical Neuropsychology · doi:10.1016/j.acn.2005.04.005 · Cited by 312 · see citing works
Neural substrates of decision making in adults with attention deficit hyperactivity disorder
Ernst, M., Kimes, A. S., London, E. D., Matochik, J. A., Eldreth, D., Tata, S., Contoreggi, C., Leff, M., & Bolla, K. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.6.1061 · Cited by 254 · see citing works
Krugel, L. K., Biele, G., Mohr, P. N. C., Li, S.-C., & Heekeren, H. R. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0905191106 · Cited by 229 · see citing works
Self-citationFrank, M. J., Santamaria, A., O'Reilly, R. C., & Willcutt, E. (2007) · Neuropsychopharmacology · doi:10.1038/sj.npp.1301278 · Cited by 227 · see citing works
Prevalence of attention-deficit hyperactivity disorder in older adults in the Netherlands
Michielsen, M., Semeijn, E., Comijs, H. C., van de Ven, P., Beekman, A. T. F., Deeg, D. J. H., & Kooij, J. J. S. (2012) · British Journal of Psychiatry · doi:10.1192/bjp.bp.111.101196 · Cited by 181 · see citing works
Weafer, J., Milich, R., & Fillmore, M. T. (2011) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2010.07.027 · Cited by 92 · see citing works
Risky decision making in adults with ADHD
Matthies, S., Philipsen, A., & Svaldi, J. (2012) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2012.02.002 · Cited by 85 · see citing works
Decision making in adults with ADHD
Mäntylä, T., Still, J., Gullberg, S., & Del Missier, F. (2012) · Journal of Attention Disorders · doi:10.1177/1087054709360494 · Cited by 84 · see citing works
Marx, I., Hübner, T., Herpertz, S. C., Berger, C., Reuter, E., Kircher, T., Herpertz-Dahlmann, B., & Konrad, K. (2010) · Journal of Neural Transmission · doi:10.1007/s00702-009-0345-3 · Cited by 81 · see citing works
Inhibition and Attention Deficit Hyperactivity Disorder in Adults
Ossmann, J. M., & Mulligan, N. W. (2003) · The American Journal of Psychology · doi:10.2307/1423334 · Cited by 75 · see citing works
Malloy-Diniz, L. F., Leite, W. B., Moraes, P. H. P. D., Correa, H., Bechara, A., & Fuentes, D. (2008) · Revista Brasileira de Psiquiatria · doi:10.1590/s1516-44462008005000009 · Cited by 65 · see citing works
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Sorted by citations
Adult ADHD and comorbid disorders: clinical implications of a dimensional approach
Katzman, M. A., Bilkey, T. S., Chokka, P. R., Fallu, A., & Klassen, L. J. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1463-3 · Cited by 732 · see citing works
Live fast, die young? A review on the developmental trajectories of ADHD across the lifespan
Franke, B., Michelini, G., Asherson, P., Banaschewski, T., Bilbow, A., Buitelaar, J. K., Cormand, B., Faraone, S. V., Ginsberg, Y., Haavik, J., et al. (2018) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2018.08.001 · Cited by 643 · see citing works
The neurocognitive profile of attention-deficit/hyperactivity disorder: a review of meta-analyses
Pievsky, M. A., & McGrath, R. E. (2018) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acx055 · Cited by 401 · see citing works
Ziegler, S., Pedersen, M. L., Mowinckel, A. M., & Biele, G. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.09.002 · Cited by 110 · see citing works
Self-citationAdult ADHD and comorbid anxiety and depressive disorders: a review of etiology and treatment
Fu, X., Wu, W., Wu, Y., Liu, X., Liang, W., Wu, R., & Li, Y. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1597559 · Cited by 54 · see citing works
de Vroege, L., Timmermans, A., Kop, W. J., & van der Feltz-Cornelis, C. M. (2018) · Psychological Medicine · doi:10.1017/s0033291717003300 · Cited by 50 · see citing works
Pauls, F., Daseking, M., Jacobs, C., Werpup, L., & Petermann, F. (2018) · Kindheit und Entwicklung · doi:10.1026/0942-5403/a000256 · Cited by 10 · see citing works
- Authors
- Mowinckel, A. M., Pedersen, M. L., Eilertsen, E., & Biele, G.
- Affiliations
- University of Oslo (NO)
- Oslo University Hospital (NO)
- Norwegian Institute of Public Health (NO)
- Venue
- Journal of Attention Disorders
- Publisher
- SAGE Publications
- Published
- 2014-12-04
- Volume
- 19
- Issue
- 5
- Pages
- 355-367
- ISSN
- 1087-0547 (ISSN-L)
- 1557-1246
- OpenAlex
- W2154185987
- Cited by
- 158
- References
- 22
- Citations by year
- 2026: 10 · 2025: 19 · 2024: 14 · 2023: 20 · 2022: 16 · 2021: 14 · 2020: 12 · 2019: 13 · 2018: 11 · 2017: 12 · 2016: 12 · 2015: 4 · 2013: 1
- FWCI
- 1.28
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Attention Disorders (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Keywords
- adult ADHD, reward-based decision-making, attention deficits, reward processing, continuous performance test, drift-diffusion model, cognitive control, neurocognitive mechanisms
- MeSH terms
- Adolescent, Adult, Attention, Attention Deficit Disorder with Hyperactivity, Decision Making, Female, Humans, Middle Aged, Reward, Task Performance and Analysis, Young Adult
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