Decision making in adults with ADHD
Abstract
OBJECTIVES: This study examined decision-making competence in ADHD by using multiple decision tasks with varying demands on analytic versus affective processes. METHODS: Adults with ADHD and healthy controls completed two tasks of analytic decision making, as measured by the Adult Decision-Making Competence (A-DMC) battery, and two affective decision tasks (the Balloon Analog Risk Task and the lowa Gambling Task). RESULTS: Although a majority of the ADHD participants were tested under medication, they showed impairments in both types of task. However, logistic regression analysis showed that the applying-decision-rules task of the A-DMC battery was the only significant predictor of ADHD status. CONCLUSIONS: These findings suggested that ADHD is associated with impaired decision making in tasks involving a significant degree of cognitive control. Although both deliberative and affective neurocognitive systems probably contributed to ADHD-related problems in decision making, the findings underlined the involvement of prefrontally mediated executive functions.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Two studies investigated the performance of adults with ADHD on the BART and neither revealed significant differences in risky performance between adults with ADHD and NCs.
“Two studies investigated the performance of adults with ADHD on the BART and neither study revealed significant differences in risky performance between adults with ADHD and NCs [64], [65].”
From Risky behavior in gambling tasks in individuals with ADHD–a systematic literature review (2013) · cites this paper as [64]
In Mäntylä et al., adults with ADHD pumped the balloons more up than NCs during the first of 10 trials, but there were no group differences in the remaining 50 trials, resulting in no overall group difference on the BART.
“Specifically, while in the study of Mäntyla et al. [64] the adults with ADHD pumped the balloons more up than NCs during the first of 10 trials, there were no group differences in the remaining 50 trials, resulting in no overall group difference on this task.”
From Risky behavior in gambling tasks in individuals with ADHD–a systematic literature review (2013) · cites this paper as [64]
Mäntylä et al. found that adults with ADHD earned less money on a standard IGT than NCs (Cohen's d = 0.56), but this group effect appears to have been mediated by the educational level of the participants.
“The study of Mäntylä et al. [64] initially appears different from those described above in that they found that adults with ADHD earned less money on a standard IGT than NCs (Cohen’s d = 0.56). This group effect, however, appears to have been mediated by the educational level of the participants.”
From Risky behavior in gambling tasks in individuals with ADHD–a systematic literature review (2013) · cites this paper as [64]
Two other studies reported no greater levels of risky performance in adults with ADHD on the standard IGT compared to NCs, and one other study only revealed aberrant performance on the standard IGT in a subgroup of adults with ADHD with both hard drug dependence and working memory problems.
“Much like Agay et al. [59], two other studies have also reported no greater levels of risky performance in adults with ADHD on the standard IGT when compared to NCs [61], [64], and one other study only revealed aberrant performance on the standard IGT in a subgroup of adults with ADHD with both hard drug dependence and working memory problems [60].”
From Risky behavior in gambling tasks in individuals with ADHD–a systematic literature review (2013) · cites this paper as [64]
Null findings were reported in 1/15 (7%) of studies with null findings in which participants were on MPH treatment during assessment.
“and MPH treatment during assessment: 1/15 = 7% of studies with null findings [64]”
From Risky behavior in gambling tasks in individuals with ADHD–a systematic literature review (2013) · cites this paper as [64]
Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
James, W. (1891) · Henry Holt and Company eBooks · doi:10.1037/11059-000 · Cited by 25,799 · see citing works
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2022) · doi:10.1176/appi.books.9780890425787 · Cited by 23,476 · see citing works
Studies of interference in serial verbal reactions
Stroop, J. R. (1935) · Journal of Experimental Psychology · doi:10.1037/h0054651 · Cited by 18,622 · see citing works
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
(1994) · DigitalGeorgetown (Georgetown University Library) · Cited by 10,542 · see citing works
DESCARTES' ERROR: Emotion, Reason, and the Human Brain
Marg, E. (1995) · Optometry and Vision Science · doi:10.1002/j.1538-9235.1995.tb03988.x · Cited by 8,177 · 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
A perspective on judgment and choice: mapping bounded rationality.
Kahneman, D. (2003) · American Psychologist · doi:10.1037/0003-066x.58.9.697 · Cited by 5,540 · see citing works
Dual-Processing Accounts of Reasoning, Judgment, and Social Cognition
Evans, J. S. B. T. (2008) · Annual Review of Psychology · doi:10.1146/annurev.psych.59.103006.093629 · Cited by 5,137 · see citing works
Individual differences in reasoning: Implications for the rationality debate?
Stanovich, K. E., & West, R. F. (2000) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00003435 · Cited by 4,255 · see citing works
The empirical case for two systems of reasoning.
Sloman, S. A. (1996) · Psychological Bulletin · doi:10.1037/0033-2909.119.1.3 · Cited by 3,813 · see citing works
A social neuroscience perspective on adolescent risk-taking
Steinberg, L. (2008) · Developmental Review · doi:10.1016/j.dr.2007.08.002 · Cited by 3,644 · see citing works
Deciding advantageously before knowing the advantageous strategy
Bechara, A., Damasio, H., Tranel, D., & Damasio, A. R. (1997) · Science · doi:10.1126/science.275.5304.1293 · Cited by 3,547 · see citing works
Payne, J. W., Bettman, J. R., & Johnson, E. J. (1993) · doi:10.1017/cbo9781139173933 · Cited by 3,487 · 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
Leave, C., Payne, J. W., Bettman, J. R., & Johnson, E. J. (1994) · Journal of the Operational Research Society · doi:10.2307/2584298 · Cited by 3,315 · see citing works
Integration of the cognitive and the psychodynamic unconscious
Epstein, S. (1994) · American Psychologist · doi:10.1037/0003-066x.49.8.709 · Cited by 2,883 · cited 1× · see citing works
“Furthermore, some authors have also explicitly linked intuitive processes with affect and emotions (e.g., Epstein, 1994; Slovic & Peters, 2006; Slovic, Peters, Finucane, & MacGregor, 2005).”
BackgroundThe somatic marker hypothesis and the possible functions of the prefrontal cortex
Damasio, A. R. (1996) · Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences · doi:10.1098/rstb.1996.0125 · Cited by 2,847 · cited 1× · see citing works
“According to the somatic marker hypothesis (Damasio, 1994, 1996), participants’ initial experience with the IGT allows them quickly to develop somatic markers, which anticipate their affective reactions to outcomes associated with the different decks (e.g., negative feelings associated with losses…”
BackgroundEvaluation 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
In two minds: dual-process accounts of reasoning
Evans, J. S. B. T. (2003) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2003.08.012 · Cited by 2,252 · see citing works
The Cambridge handbook of thinking and reasoning
Holyoak, K. J., & Morrison, B. (2005) · Cited by 2,133 · 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
Slovic, P., & Peters, E. (2006) · Current Directions in Psychological Science · doi:10.1111/j.1467-8721.2006.00461.x · Cited by 1,443 · see citing works
Increased prefrontal and parietal activity after training of working memory
Olesen, P. J., Westerberg, H., & Klingberg, T. (2004) · Nature Neuroscience · doi:10.1038/nn1165 · Cited by 1,317 · see citing works
Characterizing cognition in ADHD: beyond executive dysfunction
Castellanos, F. X., Sonuga-Barke, E. J. S., Milham, M. P., & Tannock, R. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.01.011 · Cited by 1,170 · see citing works
Who Is Rational?: Studies of individual Differences in Reasoning
Stanovich, K. E. (1999) · Cited by 1,114 · see citing works
Affect, risk, and decision making.
Slovic, P., Peters, E. M., Finucane, M. L., & MacGregor, D. G. (2005) · Health Psychology · doi:10.1037/0278-6133.24.4.s35 · Cited by 1,045 · see citing works
Bias in Human Reasoning: Causes and Consequences
Evans, J. S. B. T. (1990) · Medical Entomology and Zoology · Cited by 1,033 · see citing works
Sonuga-Barke, E. J. S. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.09.008 · Cited by 962 · see citing works
Stanovich, K. E. (1999) · Psychology Press eBooks · doi:10.4324/9781410603432 · Cited by 956 · see citing works
Neuropsychiatric Disease and Treatment
Tóth-Czifra, E. (2017) · doi:10.14293/s2199-1006.1.sor-med.clwxpbd.v1 · Cited by 929 · see citing works
Individual differences in adult decision-making competence.
Bruine de Bruin, W., Parker, A. M., & Fischhoff, B. (2007) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.92.5.938 · Cited by 906 · see citing works
Transfer of Learning After Updating Training Mediated by the Striatum
Dahlin, E., Neely, A. S., Larsson, A., Bäckman, L., & Nyberg, L. (2008) · Science · doi:10.1126/science.1155466 · Cited by 892 · see citing works
Hammond, K. R. (1996) · doi:10.1093/oso/9780195097344.001.0001 · Cited by 851 · see citing works
On the relative independence of thinking biases and cognitive ability
Stanovich, K. E., & West, R. F. (2008) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.94.4.672 · Cited by 840 · see citing works
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
Mindful Judgment and Decision Making
Weber, E. U., & Johnson, E. J. (2008) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163633 · Cited by 746 · see citing works
Two Is Not Always Better Than One
Keren, G. B., & Schul, Y. (2009) · Perspectives on Psychological Science · doi:10.1111/j.1745-6924.2009.01164.x · Cited by 694 · see citing works
Lejuez, C. W., Aklin, W. M., Zvolensky, M. J., & Pedulla, C. M. (2003) · Journal of Adolescence · doi:10.1016/s0140-1971(03)00036-8 · Cited by 591 · see citing works
Barkley, R. A. (1997) · Psychological Bulletin · doi:10.1037//0033-2909.121.1.65 · Cited by 580 · see citing works
Stanovich, K. E. (2009) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199230167.003.0003 · Cited by 532 · see citing works
The balloon analogue risk task (BART) differentiates smokers and nonsmokers.
Lejuez, C. W., Aklin, W. M., Jones, H. A., Richards, J. B., Strong, D. R., Kahler, C. W., & Read, J. P. (2003) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.11.1.26 · Cited by 523 · see citing works
Kahneman, D. J., & Frederick, S. (2005) · Cited by 503 · see citing works
Busemeyer, J. R., & Stout, J. C. (2002) · Psychological Assessment · doi:10.1037/1040-3590.14.3.253 · Cited by 485 · see citing works
Decision‐making competence: External validation through an individual‐differences approach
Parker, A. M., & Fischhoff, B. (2005) · Journal of Behavioral Decision Making · doi:10.1002/bdm.481 · Cited by 444 · see citing works
Conflict monitoring in dual process theories of thinking
Neys, W. D., & Glumicic, T. (2007) · Cognition · doi:10.1016/j.cognition.2007.06.002 · Cited by 441 · see citing works
Spencer, T. (1995) · Archives of General Psychiatry · doi:10.1001/archpsyc.1995.03950180020004 · Cited by 402 · see citing works
In two minds: Dual processes and beyond.
Evans, J., & Frankish, K. (2009) · doi:10.1093/acprof:oso/9780199230167.001.0001 · Cited by 395 · see citing works
Barkley, R. A., Guevremont, D. C., Anastopoulos, A. D., DuPaul, G. J., & Shelton, T. L. (1993) · PEDIATRICS · doi:10.1542/peds.92.2.212 · Cited by 393 · see citing works
Dispositional anxiety and risk-avoidant decision-making
Maner, J. K., Richey, J. A., Timpano, K. R., Mallott, M., Lejuez, C. W., Joiner, T. E., & Schmidt, N. B. (2006) · Personality and Individual Differences · doi:10.1016/j.paid.2006.08.016 · Cited by 380 · see citing works
Barkley, R. A., Murphy, K. R., & Kwasnik, D. (1996) · Pediatrics · doi:10.1542/peds.98.6.1089 · Cited by 375 · see citing works
Evaluation of behavioral measures of risk taking propensity with inner city adolescents
Aklin, W. M., Lejuez, C. W., Zvolensky, M. J., Kahler, C. W., & Gwadz, M. (2005) · Behaviour Research and Therapy · doi:10.1016/j.brat.2003.12.007 · Cited by 320 · see citing works
Injuries to children with attention deficit hyperactivity disorder
DiScala, C., Lescohier, I., Barthel, M., & Li, G. (1998) · PEDIATRICS · doi:10.1542/peds.102.6.1415 · Cited by 305 · see citing works
Toplak, M. E., Jain, U., & Tannock, R. (2005) · Behavioral and Brain Functions · doi:10.1186/1744-9081-1-8 · Cited by 303 · see citing works
Lejuez, C., Aklin, W., Daughters, S., Zvolensky, M. J., Kahler, C., & Gwadz, M. A. (2007) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374410709336573 · Cited by 296 · 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
Social judgments: Implicit and explicit processes.
Stapel, D. A. (2003) · Cambridge University Press eBooks · Cited by 277 · 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
Attention-deficit-hyperactivity disorder and reward deficiency syndrome
Oscar Berman, M., Blum, K., Chen, T. J., Braverman, E., Waite, R., Downs, W., Arcuri, V., Notaro, A., Palomo, T., & Comings (2008) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s2627 · Cited by 248 · cited 3× · see citing works
“…several cognitive pathways that cause impairments of executive functions, including working memory, and response inhibition (e.g., Castellanos, Sonuga-Barke, Milham, & Tannock, 2006; Sonuga-Barke, 2003, 2005; see also Barkley, 1997; Blum et al., 2008; Casey, Getz, & Galvan, 2008; Steinberg, 2008).”
BackgroundResultTest-retest characteristics of the Balloon Analogue Risk Task (BART).
White, T. L., Lejuez, C. W., & de Wit, H. (2008) · Experimental and Clinical Psychopharmacology · doi:10.1037/a0014083 · Cited by 223 · see citing works
Reflexive and reflective judgment processes: A social cognitive neuroscience approach.
Lieberman, M. D. (2003) · Cited by 200 · see citing works
Executive functions in decision making: An individual differences approach
Del Missier, F., Mäntylä, T., & Bruine de Bruin, W. (2010) · Thinking & Reasoning · doi:10.1080/13546781003630117 · Cited by 155 · see citing works
Self-citationThe effects of methylphenidate on decision making in attention-deficit/hyperactivity disorder
DeVito, E. E., Blackwell, A. D., Kent, L., Ersche, K. D., Clark, L., Salmond, C. H., Dezsery, A. M., & Sahakian, B. J. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.04.017 · Cited by 142 · see citing works
Time monitoring and executive functioning in children and adults
Mäntylä, T., Carelli, M. G., & Forman, H. (2006) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2006.08.003 · Cited by 139 · see citing works
Self-citationCox, D. J., Merkel, R. L., Kovatchev, B. P., & Seward, R. L. (2000) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-200004000-00006 · Cited by 130 · see citing works
Garon, N., Moore, C., & Waschbusch, D. A. (2006) · Journal of Attention Disorders · doi:10.1177/1087054705284501 · Cited by 127 · see citing works
Social judgments : implicit and explicit processes
Forgas, J. P., Williams, K. D., & von Hippel, W. (2003) · Cited by 115 · see citing works
Hot and cool aspects of cognitive control in children with ADHD: Decision-making and inhibition
Geurts, H. M., van der Oord, S., & Crone, E. A. (2006) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-006-9059-2 · Cited by 111 · see citing works
The somatic marker hypothesis: still many questions but no answers
Maia, T. V., & McClelland, J. L. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.02.006 · Cited by 91 · see citing works
Skeel, R. L., Neudecker, J., Pilarski, C. R., & Pytlak, K. (2007) · Personality and Individual Differences · doi:10.1016/j.paid.2006.11.025 · Cited by 82 · see citing works
Norsworthy, N., & Whitley, M. T. (2011) · MacMillan Co eBooks · doi:10.1037/13302-013 · Cited by 74 · see citing works
Psychosocial and Medical Histories of Stimulant-Treated Children
Jensen, P. S., Shervette, R. E., Xenakis, S. N., & Bain, M. W. (1988) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-198811000-00024 · Cited by 27 · see citing works
Does ADHD in Adults Affect the Relative Accuracy of Metamemory Judgments?
Knouse, L. E., Paradise, M. J., & Dunlosky, J. T. (2006) · Journal of Attention Disorders · doi:10.1177/1087054706288116 · Cited by 20 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Decision‐making Competence, Executive Functioning, and General Cognitive Abilities
Fabio Del Missier, A., Mäntylä, T., & de Bruin, W. B. (2011) · Journal of Behavioral Decision Making · doi:10.1002/bdm.731 · Cited by 254 · see citing works
Self-citationADHD, impulsivity and entrepreneurship
Wiklund, J., Yu, W., Tucker, R. L., & Marino, L. (2017) · Journal of Business Venturing · doi:10.1016/j.jbusvent.2017.07.002 · Cited by 229 · see citing works
ADHD-like behavior and entrepreneurial intentions
Verheul, I., Block, J., Burmeister-Lamp, K., Thurik, R., Tiemeier, H., & Turturea, R. (2013) · Small Business Economics · doi:10.1007/s11187-015-9642-4 · Cited by 175 · see citing works
Sebastian, A., Jung, P., Krause-Utz, A., Lieb, K., Schmahl, C., & Tüscher, O. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00698 · Cited by 156 · see citing works
“Regarding decision making, Mantyla et al. (2012) suggest that ADHD is associated with impaired decision making in tasks involving a significant degree of cognitive control and prefrontally mediated executive functions.”
BackgroundA Meta-Analysis of Decision-Making and Attention in Adults With ADHD
Mowinckel, A. M., Pedersen, M. L., Eilertsen, E., & Biele, G. (2015) · Journal of Attention Disorders · doi:10.1177/1087054714558872 · Cited by 158 · see citing works
Risky behavior in gambling tasks in individuals with ADHD–a systematic literature review
Groen, Y., Gaastra, G. F., Lewis-Evans, B., & Tucha, O. (2013) · PLoS ONE · doi:10.1371/journal.pone.0074909 · Cited by 127 · see citing works
Risky decision making in attention-deficit/hyperactivity disorder: a meta-regression analysis
Dekkers, T. J., Popma, A., Agelink van Rentergem, J. A., Bexkens, A., & Huizenga, H. M. (2016) · Clinical Psychology Review · doi:10.1016/j.cpr.2016.03.001 · Cited by 119 · see citing works
The multifold relationship between memory and decision making: An individual-differences study.
Missier, F. D., Mäntylä, T., Hansson, P., de Bruin, W. B., Parker, A. M., & Nilsson, L. (2013) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/a0032379 · Cited by 115 · see citing works
Self-citationDeveloping treatments for cognitive deficits in schizophrenia: The challenge of translation
Young, J. W., & Geyer, M. (2014) · Journal of Psychopharmacology · doi:10.1177/0269881114555252 · Cited by 110 · see citing works
Ibáñez, A. M., Cetkovich, M., Petroni, A., Urquina, H., Báez, S., González-Gadea, M. L., Kamienkowski, J. E., Torralva, T., Torrente, F. M., Strejilevich, S., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0037306 · Cited by 104 · see citing works
van Enkhuizen, J., Henry, B. L., Minassian, A., Perry, W., Milienne-Petiot, M., Higa, K. K., Geyer, M. A., & Young, J. W. (2014) · Neuropsychopharmacology · doi:10.1038/npp.2014.170 · Cited by 94 · see citing works
González-Gadea, M. L., Báez, S., Torralva, T., Castellanos, F. X., Rattazzi, A., Bein, V., Rogg, K., Manes, F. F., & Ibáñez, A. M. (2012) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2012.11.009 · Cited by 93 · see citing works
The association between attention-deficit/hyperactivity (ADHD) symptoms and self-employment
Verheul, I., Rietdijk, W. J. R., Block, J., Franken, I. H. A., Larsson, H., & Thurik, R. (2016) · European Journal of Epidemiology · doi:10.1007/s10654-016-0159-1 · Cited by 92 · see citing works
Furczyk, K., & Thome, J. (2014) · ADHD Attention Deficit and Hyperactivity Disorders · doi:10.1007/s12402-014-0150-1 · Cited by 99 · see citing works
Decision-Making Competence: More Than Intelligence?
Bruine de Bruin, W., Parker, A. M., & Fischhoff, B. (2020) · Current Directions in Psychological Science · doi:10.1177/0963721420901592 · Cited by 78 · see citing works
Motivational Deficits in Schizophrenia and the Representation of Expected Value
Waltz, J. A., & Gold, J. M. (2015) · Current topics in behavioral neurosciences · doi:10.1007/7854_2015_385 · Cited by 80 · see citing works
Parker, A. M., de Bruin, W. B., Fischhoff, B., & Weller, J. A. (2017) · Journal of Behavioral Decision Making · doi:10.1002/bdm.2059 · Cited by 67 · see citing works
Retracted: ADHD Symptoms and Entrepreneurial Orientation of Small Firm Owners
Thurik, R., Khedhaouria, A., Torrès, O., & Verheul, I. (2016) · Applied Psychology · doi:10.1111/apps.12062 · Cited by 60 · see citing works
RetractedDuarte, N. A., Woods, S. P., Rooney, A., Atkinson, J. H., & Grant, I. (2012) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2012.01.006 · Cited by 56 · see citing works
Roshani, F., Piri, R., Malek, A., Michel, T. M., & Vafaee, M. S. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.112494 · Cited by 58 · see citing works
Your Resting Brain CAREs about Your Risky Behavior
Cox, C. L., Gotimer, K., Roy, A. K., Castellanos, F. X., Milham, M. P., & Kelly, C. A. M. (2010) · PLoS ONE · doi:10.1371/journal.pone.0012296 · Cited by 52 · see citing works
Decision-making competence predicts domain-specific risk attitudes
Weller, J. A., Ceschi, A., & Randolph, C. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00540 · Cited by 45 · see citing works
Dekkers, T. J., van Rentergem, J. A. A., Huizenga, H. M., Raber, H., Shoham, R., Popma, A., & Pollak, Y. (2018) · Journal of Attention Disorders · doi:10.1177/1087054718815572 · Cited by 39 · see citing works
Performance on the Iowa Gambling Task in a sample of hypersexual men
Mulhauser, K. R. W., Struthers, W. M., Hook, J. N., Pyykkonen, B. A., Womack, S. D., & MacDonald, M. (2014) · Sexual Addiction & Compulsivity · doi:10.1080/10720162.2014.908333 · Cited by 39 · see citing works
Financial decision-making in a community sample of adults with and without current symptoms of ADHD
Bangma, D. F., Tucha, L., Fuermaier, A. B. M., Tucha, O. M., & Koerts, J. (2020) · PLoS ONE · doi:10.1371/journal.pone.0239343 · Cited by 27 · see citing works
Taylor, C. L., Zaghi, A. E., Kaufman, J. C., Reis, S. M., & Renzulli, J. S. (2018) · The Journal of Creative Behavior · doi:10.1002/jocb.370 · Cited by 24 · see citing works
Leontyev, A., Sun, S., Wolfe, M., & Yamauchi, T. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00496 · Cited by 24 · see citing works
Risky decision-making in children with and without ADHD: A prospective study
Humphreys, K. L., Tottenham, N., & Lee, S. S. (2016) · Child Neuropsychology · doi:10.1080/09297049.2016.1264578 · Cited by 18 · see citing works
An fMRI study of decision-making under sunk costs in gambling disorder
Fujino, J., Kawada, R., Tsurumi, K., Takeuchi, H., Murao, T., Takemura, A., Tei, S., Murai, T., & Takahashi, H. (2018) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2018.09.006 · Cited by 18 · see citing works
Distinct neural activations correlate with maximization of reward magnitude versus frequency
Balasubramani, P. P., Diaz-Delgado, J., Grennan, G., Alim, F., Zafar-Khan, M., Maric, V., Ramanathan, D., & Mishra, J. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac482 · Cited by 16 · see citing works
New ambitions for a new paradigm: Putting the psychology of reasoning at the service of humanity
Bonnefon, J. (2013) · Thinking & Reasoning · doi:10.1080/13546783.2013.774294 · Cited by 16 · see citing works
Weller, J. A., Parker, A. M., Reynolds, M., & Kirisci, L. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106650 · Cited by 14 · see citing works
Mesrobian, S. K., Villa, A. E. P., Bader, M., Götte, L., & Lintas, A. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00079 · Cited by 15 · see citing works
Imperfect Decision Making and Risk Taking Are Affected by Personality
Mesrobian, S. K., Bader, M., Götte, L., Villa, A. E. P., & Lintas, A. (2015) · Studies in computational intelligence · doi:10.1007/978-3-319-15144-1_6 · Cited by 14 · see citing works
Validation of Adult Decision-Making Competence in Chinese college students
Liang, S., & Zou, Y. (2018) · Judgment and Decision Making · doi:10.1017/s1930297500009268 · Cited by 12 · see citing works
Reciprocal associations between affective decision-making and mental health in adolescence
Bentivegna, F., Flouri, E., & Papachristou, E. (2022) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-022-02096-2 · Cited by 10 · see citing works
Persistent decision-making in mice, monkeys and humans
Laurie, V.-J., Shourkeshti, A., Chen, C. S., Herman, A. B., Grissom, N. M., & Ebitz, R. B. (2026) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2025.1983 · Cited by 8 · see citing works
Altered interaction of physiological activity and behavior affects risky decision-making in ADHD
Halbe, E., Kolf, F., Heger, A. S., Hüpen, P., Bergmann, M., Aslan, B., Harrison, B. J., Davey, C. G., Philipsen, A., & Lux, S. (2023) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2023.1147329 · Cited by 8 · see citing works
Buelow, M. T., Wirth, J. H., & Kowalsky, J. M. (2023) · Journal of American College Health · doi:10.1080/07448481.2023.2186129 · Cited by 7 · see citing works
Formal Versus Self-Identified Neurodivergence: A Comparative Study in Work Environments
van Rijswijk, J., & Curșeu, P. L. (2025) · Behavioral Sciences · doi:10.3390/bs15040420 · Cited by 6 · see citing works
Estimations of Competence in Neurodevelopmental Conditions
Toplak, M. E., Weiss, J. A., Doidge, J., & Wanstall, E. A. (2019) · Psihologijske teme · doi:10.31820/pt.28.1.10 · Cited by 7 · see citing works
Using quantitative trait in adults with ADHD to test predictions of dual-process theory
Persson, E., Heilig, M. A., Tinghög, G., & Capusan, A. J. (2020) · Scientific Reports · doi:10.1038/s41598-020-76923-4 · Cited by 6 · see citing works
Ogrodnik, M., Karsan, S., Cirone, V., & Heisz, J. J. (2023) · Brain Science · doi:10.3390/brainsci13040673 · Cited by 6 · see citing works
Zadelaar, J. N., Dekkers, T. J., & Huizenga, H. M. (2020) · Journal of Behavioral Decision Making · doi:10.1002/bdm.2177 · Cited by 5 · see citing works
Couperus, J. W., Alperin, B. R., Furlong, D., & Mott, K. K. (2014) · Journal of Behavioral and Brain Science · doi:10.4236/jbbs.2014.43017 · Cited by 4 · see citing works
Cognitive Correlates of Risky Decision-Making in Individuals with and without ADHD: A Meta-analysis
Nejati, V., Peyvandi, A., Nazari, N., & Dehghan, M. (2024) · Neuropsychology Review · doi:10.1007/s11065-024-09646-2 · Cited by 4 · see citing works
Creativity in Schizophrenia: Evidence Beyond Anecdotes
Fabio Del Missier, A., Stragà, M., Galfano, G., Venerus, E., Ferrara, D., & Penolazzi, B. (2022) · Creativity Research Journal · doi:10.1080/10400419.2022.2134545 · Cited by 3 · see citing works
ADHD traits and financial decision making in stock trading
Witry, M., Schulze, M., Braun, N., Rohner, H., Weller, J. M., Müller, P., Philipsen, A., & Kölle, M. A. (2025) · Scientific Reports · doi:10.1038/s41598-025-17467-3 · Cited by 3 · see citing works
Autism limits strategic thinking after all: A process tracing study of the beauty contest game
Król, M. K., & Król, M. E. (2019) · Thinking & Reasoning · doi:10.1080/13546783.2019.1679256 · Cited by 3 · see citing works
Attention-Deficit Hyperactivity Disorder Symptoms and Entrepreneurial Behavior: A Mediation Analysis
Isfahani, F. F., Sadeghi, E., Shakibaei, F., & Maracy, M. R. (2022) · Iranian Journal of Psychiatry and Behavioral Sciences · doi:10.5812/ijpbs-126423 · Cited by 3 · see citing works
Halbe, E., Jamieson, A. J., Bergmann, M., Mehren, A., Harrison, B. J., Davey, C. G., Stöcker, T., Philipsen, A., & Lux, S. (2025) · Brain and Behavior · doi:10.1002/brb3.70215 · Cited by 3 · see citing works
Decision-making competence in schizophrenia
Fabio Del Missier, A., Galfano, G., Venerus, E., Ferrara, D., de Bruin, W. B., & Penolazzi, B. (2019) · Schizophrenia Research · doi:10.1016/j.schres.2019.09.009 · Cited by 3 · see citing works
Attention, problem solving and decision making in adult subjects with ADHD
Caprì, T., Martino, G., Giannatiempo, S., Semino, M., & Fabio, R. A. (2019) · Journal of Clinical & Developmental Psychology · doi:10.6092/2612-4033/0110-2045 · Cited by 3 · see citing works
IMPULSIVITY AND ENTREPRENEURSHIP: CAN A NEGATIVE TRAIT PRODUCE POSITIVE RESULTS?
(2017) · Global Journal of Entrepreneurship · doi:10.47177/gje.01.02.2017.001 · Cited by 3 · see citing works
Baker, J. (2011) · Cited by 3 · see citing works
Executive Functions and Adolescent Risk Taking : A dual system approach
Falk, L. J., & Rickardsson, A. (2010) · KTH Publication Database DiVA (KTH Royal Institute of Technology) · Cited by 3 · see citing works
Graefe, A. C., & Schultheis, M. T. (2015) · doi:10.17918/etd-6344 · Cited by 3 · see citing works
Understanding Decision Making and Intellectual and Developmental Disabilities
Khemka, I. (2021) · Springer eBooks · doi:10.1007/978-3-030-74675-9_11 · Cited by 2 · see citing works
Are correlations among behavioral decision making tasks moderated by simulated cognitive impairment?
Buelow, M. T., Barnhart, W. R., Crook, T. H., & Suhr, J. A. (2022) · Applied Neuropsychology Adult · doi:10.1080/23279095.2022.2088289 · Cited by 2 · see citing works
Buelow, M. T., Moore, S., Kowalsky, J. M., & Okdie, B. M. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1254179 · Cited by 2 · see citing works
Kutz, A. M. (2016) · DigitalCommons (California Polytechnic State University) · Cited by 2 · see citing works
Decision-Making in Attention-Deficit/Hyperactivity Disorder (ADHD)
Halbe, E., Schulze, M., Lux, S., Coghill, D., & Philipsen, A. (2025) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-032-00880-0_15 · Cited by 1 · see citing works
Ikegami, M., Sorama, M., Katayama, A., & Omiya, H. (2026) · BMC Psychology · doi:10.1186/s40359-026-04279-x · Cited by 1 · see citing works
Generative AI as a Scaffold in Travel Decision-Making: A Conceptual Framework
Kim, Y., Tussyadiah, I. P., & Kim, B. (2026) · Journal of Travel Research · doi:10.1177/00472875261484157 · Cited by 1 · see citing works
Risicovol gedrag op goktaken bij personen met ADHD
Gaastra, G. F., Groen, Y., & Tucha, O. M. (2016) · Neuropraxis · doi:10.1007/s12474-015-0109-9 · Cited by 1 · see citing works
Donmez, Z., Gıca, Ş., Ünübol, B., Iyısoy, M. S., & Güleç, H. (2020) · Journal of Ethnicity in Substance Abuse · doi:10.1080/15332640.2020.1808870 · Cited by 1 · see citing works
Lyon, R. E., Wanstall, E. A., & Toplak, M. E. (2021) · Springer eBooks · doi:10.1007/978-3-030-74675-9_13 · Cited by 1 · see citing works
A reassessment of the Resistance to Framing scale
Geiger, S. J., Vintr, J., & Rachev, N. R. (2022) · Behavior Research Methods · doi:10.3758/s13428-022-01876-7 · Cited by 1 · see citing works
Adult ADHD in Neurocognitive and Neurological Disorders
Pallanti, S., & Salerno, L. (2020) · Springer eBooks · doi:10.1007/978-3-030-39051-8_18 · Cited by 1 · see citing works
Het nemen van beslissingen door volwassenen met ADHD: een systematisch literatuuronderzoek
Ariesen, A. D., Bangma, D. F., Fuermaier, A. B. M., Tucha, O. M., & Koerts, J. (2020) · Neuropraxis · doi:10.1007/s12474-020-00258-z · Cited by 1 · see citing works
Developmental Disorders of Attention
Cohen, R. A. (2013) · Springer eBooks · doi:10.1007/978-0-387-72639-7_18 · Cited by 1 · see citing works
Girard, A. J. (2020) · uO Research (University of Ottawa) · doi:10.20381/ruor-25690
García, M. B., Grueschow, M., Moisa, M., Polanía, R., & Ruff, C. C. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.10.04.462977
(2020) · Elsevier eBooks · doi:10.1016/b978-0-12-815002-3.00020-6
Pompa, J. P. P., Rubiales, J., & Bakker, L. (2023) · Acta Colombiana de Psicología · doi:10.14718/acp.2023.26.2.15 · Cited by 1 · see citing works
Wired for Risk: ADHD’s Influence on Financial Behavior in Stock TradingPreprint
Witry, M., Schulze, M., Braun, N., Rohner, H., Weller, J. M., Philipsen, A., & Kölle, M. A. (2025) · Research Square · doi:10.21203/rs.3.rs-5986322/v1
Dark Patterns and Neurodiversity: The Impact of Harmful Defaults in Vulnerable Consumer GroupsPreprint
Ocean, N., Wei, S., & Moukhtarian, T. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5336157
van Enkhuizen, J. (2014) · Utrecht University Repository (Utrecht University)
Tran, M. H., Wiklund, J., Luke, M. M., Antshel, K. M., & Hilts, D. N. (2022) · Revue de l’Entrepreneuriat · doi:10.3917/e.entre.hs2.0191 · Cited by 4 · see citing works
Implication of the locus coeruleus in effort processing : electrophysiological studies
Bornert, P. (2021) · theses.fr (ABES) · doi:10.70675/665d6bd7ze2f5z41c9z93f8z764be3c6d822
Zhang, X., Li, S., Si, Y., & Sun, L. (2026) · Journal of Adolescence · doi:10.1002/jad.70167
Mortality Among People With Attention-Deficit/Hyperactivity Disorder
Corrigan, L., Heywood, L., Stewart, G. R., O’Nions, E., Shelford, H., Stott, J. C. H., & John, A. (2026) · JAMA Network Open · doi:10.1001/jamanetworkopen.2026.39448
- Authors
- Mäntylä, T., Still, J., Gullberg, S., & Del Missier, F.
- Affiliations
- Umeå University (SE)
- University of Trieste
- ORCID
- Mäntylä, Timo
- Venue
- Journal of Attention Disorders
- Publisher
- SAGE Publications
- Published
- 2010-04-21
- Volume
- 16
- Issue
- 2
- Pages
- 164-173
- ISSN
- 1087-0547 (ISSN-L)
- 1557-1246
- OpenAlex
- W2109931295
- Cited by
- 84
- References
- 74
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 1 · 2023: 5 · 2022: 7 · 2021: 5 · 2020: 10 · 2019: 5 · 2018: 7 · 2017: 3 · 2016: 6 · 2015: 5 · 2014: 8 · 2013: 4 · 2012: 3
- FWCI
- 2.40
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Attention Disorders (publishedVersion)
- PubMed (publishedVersion)
- ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) (submittedVersion)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Keywords
- attention deficit hyperactivity disorder, decision-making, analytic decision making, emotional decision-making, cognitive control, executive function, prefrontal cortex, Balloon Analogue Risk Task, Iowa Gambling Task, ADHD medication
- MeSH terms
- Adolescent, Adult, Aged, Attention Deficit Disorder with Hyperactivity, Decision Making, Female, Gambling, Humans, Male, Middle Aged, Neuropsychological Tests, Executive Function
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review