A Systematic Meta-Review of Impulsivity and Compulsivity in Addictive Behaviors
Open accessAbstract
It is well established that poor inhibitory control confers both a vulnerability to, and maintenance of, addictive behaviors across the substance and behavioral spectrums. By comparison, the role of compulsivity in addictive behaviors has received less research focus. The neurocognitive literature to date is vast, and it is unclear whether there are any convincing lines of systematic evidence delineating whether and how aspects of impulsivity and compulsivity are shared and unique across different substance and behavioral addictive disorders. Such information has significant implications for our understanding of underlying mechanisms and clinical implications for assessing and treating neurocognitive deficits across addictions. Here, we conducted a systematic meta-review of the quantitative meta-analyses to date, specifically examining the neurocognitive functions central to impulsive-compulsive behaviors transdiagnostically across addictive behaviors. Out of 1186 empirical studies initially identified, six meta-analyses met inclusion criteria examining alcohol, cannabis, cocaine, MDMA, methamphetamine, opioid and tobacco use, as well as gambling and internet addiction. The pooled findings across the systematic meta-analyses suggest that impulsivity is a core process underpinning both substance and behavioral addictive disorders, although it is not equally implicated across all substances. Compulsivity-related neurocognition, by comparison, is important across alcohol and gambling disorders, but has yet to be examined systematically. The gestalt of findings to date suggests that both impulsivity and compulsivity are core constructs linked to addictive behaviors and may not be solely the secondary sequelae associated with the effects of prolonged substance exposure.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
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
Toward the future of psychiatric diagnosis: the seven pillars of RDoC
Cuthbert, B. N., & Insel, T. R. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-126 · Cited by 3,053 · see citing works
Drug Addiction, Dysregulation of Reward, and Allostasis
Koob, G. (2001) · Neuropsychopharmacology · doi:10.1016/s0893-133x(00)00195-0 · Cited by 2,953 · see citing works
Decision making, impulse control and loss of willpower to resist drugs: a neurocognitive perspective
Bechara, A. (2005) · Nature Neuroscience · doi:10.1038/nn1584 · Cited by 2,149 · cited 1× · see citing works
“…Neurology, Wolfheze, The Netherlands underpinning addictive behaviors, which contribute to poor recovery and relapse (Assadi, Yucel, & Pantelis, 2009; Bechara, 2005; Carter et al., 2016; Hester et al., 2010; Koob & Le Moal, 2001; Lubman, Cheetham, & Yücel, 2015; Verdejo-Garcia et al., 2012;…”
Risks of all-cause and suicide mortality in mental disorders: a meta-review
Chesney, E., Goodwin, G. M., & Fazel, S. (2014) · World Psychiatry · doi:10.1002/wps.20128 · Cited by 2,115 · see citing works
Lezak, M. D., Howieson, D. B., Bigler, E. D., & Tranel, D. (1995) · Cited by 1,840 · 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
Impulsivity as a determinant and consequence of drug use: a review of underlying processes
de Wit, H. (2009) · Addiction Biology · doi:10.1111/j.1369-1600.2008.00129.x · Cited by 1,415 · see citing works
Verdejo‐García, A., Lawrence, A. J., & Clark, L. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.11.003 · Cited by 1,414 · see citing works
Cuthbert, B. N. (2014) · World Psychiatry · doi:10.1002/wps.20087 · Cited by 1,377 · see citing works
Francke, A. L., Smit, M. C., de Veer, A. J. E., & Mistiaen, P. (2008) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-8-38 · Cited by 1,131 · see citing works
Neurocognitive endophenotypes of impulsivity and compulsivity: Towards dimensional psychiatry
Robbins, T. W., Gillan, C. M., Smith, D. G., de Wit, S., & Ersche, K. D. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.11.009 · Cited by 1,003 · see citing works
Response suppression, initiation and strategy use following frontal lobe lesions
Burgess, P. W., & Shallice, T. (1996) · Neuropsychologia · doi:10.1016/0028-3932(95)00104-2 · Cited by 854 · see citing works
Johnson, E. O., & Lovell, M. A. (2011) · American Psychiatric Association Publishing eBooks · doi:10.1176/appi.books.9781585624201.js08 · Cited by 810 · see citing works
Journal of the Royal Society of Medicine
Dacie, J. V. (1978) · Journal of the Royal Society of Medicine · doi:10.1177/014107687807100103 · Cited by 711 · see citing works
Computerized assessment in neuropsychiatry using CANTAB: discussion paper.
Sahakian, B. J., & Owen, A. M. (1992) · Europe PMC (PubMed Central) · Cited by 664 · see citing works
Inhibitory control and psychopathology: A meta-analysis of studies using the stop signal task
LIPSZYC, J., & SCHACHAR, R. (2010) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617710000895 · Cited by 627 · see citing works
Motor Inhibition and Cognitive Flexibility in Obsessive-Compulsive Disorder and Trichotillomania
Chamberlain, S. R., Fineberg, N. A., Blackwell, A. D., Robbins, T. W., & Sahakian, B. J. (2006) · American Journal of Psychiatry · doi:10.1176/ajp.2006.163.7.1282 · Cited by 627 · see citing works
Fractionating impulsivity: neuropsychiatric implications
Dalley, J. W., & Robbins, T. W. (2017) · Nature Reviews Neuroscience · doi:10.1038/nrn.2017.8 · Cited by 607 · see citing works
Widespread and sustained cognitive deficits in alcoholism: a meta-analysis.
Stavro, K., Pelletier, J., & Potvin, S. (2013) · Addiction Biology · doi:10.1111/j.1369-1600.2011.00418.x · Cited by 594 · see citing works
Interference Effects of Stroop Color-Word Test in Childhood, Adulthood, and Aging
Comalli, P. E., Wapner, S., & Werner, H. (1962) · The Journal of Genetic Psychology · doi:10.1080/00221325.1962.10533572 · Cited by 594 · see citing works
Deficits in behavioural inhibition in substance abuse and addiction: a meta-analysis.
Smith, J. L., Mattick, R. P., Jamadar, S. D., & Iredale, J. M. (2014) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2014.08.009 · Cited by 546 · see citing works
Wisconsin Card Sorting Test Performance as a Measure of Frontal Lobe Damage
Anderson, S. W., Damasio, H., Jones, R., & Tranel, D. (1991) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/01688639108405107 · Cited by 518 · see citing works
Wisconsin card sorting test performance as a measure of frontal lobe damage
(1991) · Neuropsychological Rehabilitation · doi:10.1080/09602019108520169 · Cited by 505 · see citing works
Fineberg, N. A., Chamberlain, S. R., Goudriaan, A. E., Stein, D. J., Vanderschuren, L. J. M. J., Gillan, C. M., Shekar, S., Gorwood, P. A. P. M., Voon, V., Morein-Zamir, S., et al. (2014) · CNS Spectrums · doi:10.1017/s1092852913000801 · Cited by 488 · see citing works
Goudriaan, A. E., Oosterlaan, J., De Beurs, E., & Van Den Brink, W. (2006) · Addiction · doi:10.1111/j.1360-0443.2006.01380.x · Cited by 467 · see citing works
Neuropsychosocial profiles of current and future adolescent alcohol misusers
Whelan, R., Watts, R., Orr, C., Althoff, R., Artiges, E., Banaschewski, T., Barker, G., Bokde, A., Büchel, C., Carvalho, F. M., et al. (2014) · Nature · doi:10.1038/nature13402 · Cited by 438 · see citing works
Gómez, P., Ratcliff, R., & Perea, M. (2007) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.136.3.389 · Cited by 416 · see citing works
Response perseveration in psychopaths.
Newman, J. P., Patterson, C. M., & Kosson, D. S. (1987) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.96.2.145 · Cited by 381 · see citing works
Lubman, D., Yücel, M., & Pantelis, C. (2004) · Addiction · doi:10.1111/j.1360-0443.2004.00808.x · Cited by 375 · see citing works
Cannabis and adolescent brain development.
Lubman, D. I., Cheetham, A., & Yücel, M. (2015) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2014.11.009 · Cited by 360 · see citing works
Response perseveration in psychopaths.
Newman, J. P., Patterson, C. M., & Kosson, D. S. (1987) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.96.2.145 · Cited by 347 · see citing works
Effect of long-term cannabis use on axonal fibre connectivity
Zalesky, A., Solowij, N., Yücel, M., Lubman, D. I., Takagi, M., Harding, I. H., Lorenzetti, V., Wang, R., Searle, K., Pantelis, C., et al. (2012) · Brain · doi:10.1093/brain/aws136 · Cited by 327 · see citing works
Considering the Definition of Addiction
Sussman, S. Y., & Sussman, A. N. (2011) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph8104025 · Cited by 297 · see citing works
Addiction and dependence in DSM‐V
O'Brien, C. (2011) · Addiction · doi:10.1111/j.1360-0443.2010.03144.x · Cited by 292 · see citing works
A neurodevelopmental view of impulsivity.
Daruna, J. H., & Barnes, P. A. (1993) · American Psychological Association eBooks · doi:10.1037/10500-002 · Cited by 254 · see citing works
Eagle, D. M., & Robbins, T. W. (2003) · Behavioral Neuroscience · doi:10.1037/0735-7044.117.6.1302 · Cited by 252 · see citing works
Yücel, M., Oldenhof, E., Ahmed, S. H., Belin, D., Billieux, J., Bowden‐Jones, H., Carter, A., Chamberlain, S. R., Clark, L., Connor, J. P., et al. (2018) · Addiction · doi:10.1111/add.14424 · Cited by 231 · see citing works
Self-citationThe Relationship between Impulsive Choice and Impulsive Action: A Cross-Species Translational Study
Broos, N., Schmaal, L., Wiskerke, J., Kostelijk, L., Lam, T., Stoop, N., Weierink, L., van Ham, J. J., de Geus, E. J. C., Schoffelmeer, A. N. M., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0036781 · Cited by 228 · see citing works
The Neurobiology of “Food Addiction” and Its Implications for Obesity Treatment and Policy
Carter, A., Hendrikse, J. J., Lee, N., Yücel, M., Verdejo‐García, A., Andrews, Z. B., & Hall, W. (2016) · Annual Review of Nutrition · doi:10.1146/annurev-nutr-071715-050909 · Cited by 176 · see citing works
A meta-analysis of neuropsychological functioning in first-episode bipolar disorders
Lee, R. S. C., Hermens, D. F., Scott, J. L., Hodge, M. A., Naismith, S. L., Lagopoulos, J., Griffiths, K. R., Porter, M. A., & Hickie, I. B. (2014) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2014.06.019 · Cited by 172 · see citing works
Self-citationKovács, I., Richman, M. J., Janka, Z., Maraz, A., & Andó, B. (2017) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2017.09.023 · Cited by 151 · see citing works
Stephan, R. A., Alhassoon, O. M., Allen, K. E., Wollman, S. C., Hall, M., Thomas, W. J., Gamboa, J. M., Kimmel, C., Stern, M., Sari, C., et al. (2016) · The American Journal of Drug and Alcohol Abuse · doi:10.1080/00952990.2016.1206113 · Cited by 145 · see citing works
Translating biomarkers to clinical practice
Perlis, R. H. (2011) · Molecular Psychiatry · doi:10.1038/mp.2011.63 · Cited by 134 · see citing works
Dopamine modulates neural networks involved in effort-based decision-making
Assadi, S. M., Yücel, M., & Pantelis, C. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.10.010 · Cited by 133 · see citing works
van Timmeren, T., Daams, J. G., van Holst, R. J., & Goudriaan, A. E. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.11.022 · Cited by 128 · see citing works
Pathological Gambling and Motor Impulsivity: A Systematic Review with Meta-Analysis
Chowdhury, N. S., Livesey, E. J., Blaszczynski, A. P., & Harris, J. A. (2017) · Journal of Gambling Studies · doi:10.1007/s10899-017-9683-5 · Cited by 127 · see citing works
Cognitive training for substance use disorders: Neuroscientific mechanisms
Verdejo‐García, A. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.05.018 · Cited by 124 · see citing works
Marhe, R., Luijten, M., van de Wetering, B. J. M., Smits, M., & Franken, I. H. A. (2013) · Neuropsychopharmacology · doi:10.1038/npp.2013.7 · Cited by 108 · see citing works
Self-citationLatent traits of impulsivity and compulsivity: toward dimensional psychiatry
Chamberlain, S. R., Štochl, J., Redden, S. A., & Grant, J. E. (2017) · Psychological Medicine · doi:10.1017/s0033291717002185 · Cited by 100 · see citing works
The role of executive control in human drug addiction
Hester, R., Lubman, D. I., & Yücel, M. (2010) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2009_28 · Cited by 83 · see citing works
Obsessionality & compulsivity: a phenomenology of obsessive-compulsive disorder
Denys, D. A. J. P. (2011) · Philosophy Ethics and Humanities in Medicine · doi:10.1186/1747-5341-6-3 · Cited by 62 · see citing works
Torregrossa, M. M., Xie, M., & Taylor, J. R. (2012) · Neuropsychopharmacology · doi:10.1038/npp.2012.11 · Cited by 55 · see citing works
Bridging the gap between the neurocognitive lab and the addiction clinic
Franken, I. H. A., & van de Wetering, B. J. M. (2014) · Addictive Behaviors · doi:10.1016/j.addbeh.2014.11.034 · Cited by 42 · see citing works
Self-citationUnpacking the role of self-reported compulsivity and impulsivity in obsessive-compulsive disorder
Prochazkova, L., Parkes, L., Dawson, A., Youssef, G. J., Ferreira, G. M., Lorenzetti, V., Segrave, R. A., Fontenelle, L. F., & Yücel, M. (2017) · CNS Spectrums · doi:10.1017/s1092852917000244 · Cited by 40 · see citing works
Inhibitory control in young adolescents: The role of sex, intelligence, and temperament.
Yücel, M., Fornito, A., Youssef, G. J., Dwyer, D., Whittle, S., Wood, S. J., Lubman, D. I., Simmons, J. G., Pantelis, C., & Allen, N. B. (2012) · Neuropsychology · doi:10.1037/a0027693 · Cited by 33 · see citing works
Cognitive Training in Addiction: Does It Have Clinical Potential?
Wiers, R. W. H. J. (2018) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2017.12.008 · Cited by 33 · see citing works
Effect of craving induction on inhibitory control in opiate dependence
Verdejo‐García, A., Lubman, D. I., Schwerk, A. M. K., Roffel, K., Vilar‐López, R., MacKenzie, T., & Yücel, M. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2512-0 · Cited by 29 · see citing works
Error-Related Brain Activity as a Biomarker for Cocaine Relapse
Marhe, R., & Franken, I. H. A. (2013) · Neuropsychopharmacology · doi:10.1038/npp.2013.245 · Cited by 17 · see citing works
Self-citationLee, R. S. C., Dore, G. M., Juckes, L., Regt, T. D., Naismith, S. L., Lagopoulos, J., Tickell, A. M., Hickie, I. B., & Hermens, D. F. (2015) · Cognitive Neuropsychiatry · doi:10.1080/13546805.2015.1014031 · Cited by 16 · see citing works
Self-citationCompulsivity as an endophenotype: the search for a hazy moving target
Yücel, M., & Fontenelle, L. F. (2012) · Addiction · doi:10.1111/j.1360-0443.2012.03663.x · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Cuthbert, B. N. (2014). The RDoC framework: Facilitating transition from ICD/DSM to dimensional approaches that integrate neurosci- ence and psychopathology. World Psychiatry, 13(1), 28-35.
Cited by
Sorted by citations
Gaming disorder: A summary of its characteristics and aetiology
Király, O., Koncz, P., Griffiths, M. D., & Demetrovics, Z. (2023) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2023.152376 · Cited by 167 · see citing works
Defining digital addiction: Key features from the literature
Almourad, M. B., McAlaney, J., Skinner, T., Pleva, M., & Ali, R. (2020) · Psihologija · doi:10.2298/psi191029017a · Cited by 141 · see citing works
Moretta, T., Buodo, G., Demetrovics, Z., & Potenza, M. N. (2022) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2021.152286 · Cited by 125 · see citing works
Witek, K., Wydra, K., & Filip, M. (2022) · Nutrients · doi:10.3390/nu14142940 · Cited by 128 · see citing works
Tóth-Király, I., Morin, A. J. S., Hietajärvi, L., & Salmela-Aro, K. (2021) · Child Development · doi:10.1111/cdev.13525 · Cited by 95 · see citing works
Boness, C. L., Watts, A. L., Moeller, K. N., & Sher, K. J. (2021) · Psychological Bulletin · doi:10.1037/bul0000333 · Cited by 95 · see citing works
Panno, A., Carbone, G., Massullo, C., Farina, B., & Imperatori, C. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.577135 · Cited by 73 · see citing works
Reduced model-based decision-making in gambling disorder
Wyckmans, F., Otto, A. R., Sebold, M., Daw, N. D., Bechara, A., Saeremans, M., Kornreich, C., Chatard, A., Jaafari, N., & Noël, X. (2019) · Scientific Reports · doi:10.1038/s41598-019-56161-z · Cited by 71 · see citing works
Is there a health inequality in gambling related harms? A systematic review
Raybould, J. N., Larkin, M., & Tunney, R. J. (2021) · BMC Public Health · doi:10.1186/s12889-021-10337-3 · Cited by 65 · see citing works
Efrati, Y., Kolubinski, D. C., Marino, C., & Spada, M. M. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18073820 · Cited by 58 · see citing works
Li, L., Griffiths, M. D., Mei, S., & Niu, Z. (2021) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2020.0283 · Cited by 57 · see citing works
Colyer-Patel, K., Kuhns, L., Weidema, A., Lesscher, H., & Cousijn, J. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105038 · Cited by 54 · see citing works
Ognibene, D., Wilkens, R., Taibi, D., Hernández‐Leo, D., Kruschwitz, U., Donabauer, G., Theophilou, E., Lomonaco, F., Buršić, S., Lobo, R. A., et al. (2023) · Frontiers in Artificial Intelligence · doi:10.3389/frai.2022.654930 · Cited by 55 · see citing works
Bartoli, F., Callovini, T., Cavaleri, D., Cioni, R. M., Bachi, B., Calabrese, A., Moretti, F., Canestro, A., Morreale, M., Nasti, C., et al. (2022) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/00048674221106669 · Cited by 42 · see citing works
Chu, J., Ganson, K. T., Testa, A. M., Al-Shoaibi, A. A. A., Jackson, D. B., Rodgers, R. F., He, J., Baker, F. C., & Nagata, J. M. (2024) · Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity · doi:10.1007/s40519-024-01685-1 · Cited by 41 · see citing works
Liu, Y., Jin, C., Zhou, X., Chen, Y., Ma, Y., Chen, Z., Zhang, T., & Ren, Y. (2024) · Scientific Reports · doi:10.1038/s41598-024-74132-x · Cited by 43 · see citing works
Moretta, T., & Wegmann, E. (2025) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2025.100603 · Cited by 40 · see citing works
Liu, Y., Yin, J., Xu, L., Luo, X., Liu, H., & Zhang, T. (2025) · The Journal of Genetic Psychology · doi:10.1080/00221325.2025.2462595 · Cited by 39 · see citing works
Decision-making (in)flexibility in gambling disorder
Perandrés‐Gómez, A., Navas, J. F., van Timmeren, T., & Perales, J. C. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106534 · Cited by 39 · see citing works
Liu, Y., Jin, C., Zhou, X., Chen, Y., Ma, Y., Chen, Z., Zhang, T., & Ren, Y. (2024) · Archives of Psychiatric Nursing · doi:10.1016/j.apnu.2024.10.019 · Cited by 38 · see citing works
File, D., Bőthe, B., File, B., & Demetrovics, Z. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.820836 · Cited by 39 · see citing works
Demetrovics, Z., van den Brink, W., Paksi, B., Horváth, Z., & Maráz, A. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.831992 · Cited by 37 · see citing works
Behavioral measures of impulsivity and compulsivity in adolescents with nonsuicidal self-injury
Lutz, N. M., Chamberlain, S. R., Goodyer, I. M., Bhardwaj, A., Sahakian, B. J., Jones, P. B., & Wilkinson, P. O. (2021) · CNS Spectrums · doi:10.1017/s1092852921000274 · Cited by 36 · see citing works
The psychometric properties of the Chinese version internet gaming disorder scale
Lei, W., Liu, K., Zeng, Z., Liang, X., Huang, C., Gong, K., He, W., Xiang, B., Zhang, J., Zheng, X., et al. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106392 · Cited by 39 · see citing works
The Periaqueductal Gray and Its Extended Participation in Drug Addiction Phenomena
Vázquez-León, P., Miranda-Páez, A., Chávez‐Reyes, J., Allende, G., Barragán‐Iglesias, P., & Marichal‐Cancino, B. A. (2021) · Neuroscience Bulletin · doi:10.1007/s12264-021-00756-y · Cited by 33 · see citing works
Müller, S. M., Antons, S., Schmid, A. M., Thomas, T. A., Kessling, A., Joshi, M., Krikova, K., Kampa, M., Mallon, L., Schmidt, L. D., et al. (2025) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20240486 · Cited by 32 · see citing works
Canale, N., Pancani, L., Pivetta, E., Moretta, T., Marino, C., Buodo, G., Vieno, A., Dalmaso, M., & Billieux, J. (2022) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2022.152356 · Cited by 32 · see citing works
Mantilla, E. F., Clinton, D. N., Monell, E., Levallius, J., & Birgegård, A. (2021) · Brain and Behavior · doi:10.1002/brb3.2458 · Cited by 31 · see citing works
Soares, L. S., Thorell, L. B., Barbi, M., Crisci, G., Nutley, S. B., & Burén, J. (2023) · Journal of Behavioral Addictions · doi:10.1556/2006.2023.00007 · Cited by 30 · see citing works
Barrós‐Loscertales, A., Costumero, V., Rosell‐Negre, P., Fuentes‐Claramonte, P., Llácer, J. J. L., & Bustamante, J. C. (2019) · Addiction Biology · doi:10.1111/adb.12820 · Cited by 29 · see citing works
Impulsivity across Substance Use Categories: Consideration of Sex/Gender
DeVito, E. E., Weinberger, A. H., Pang, R. D., Petersen, N., Fagle, T., & Allen, A. M. (2020) · Current Behavioral Neuroscience Reports · doi:10.1007/s40473-020-00213-6 · Cited by 28 · see citing works
Sergio, T. D. O., Frasier, R. M., & Hopf, F. W. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1116901 · Cited by 28 · see citing works
Chen, T., Su, H., Jiang, H., Li, X., Zhong, N., Du, J., Meng, Y., Duan, C., Zhang, C., Ke, X., et al. (2020) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2020.05.007 · Cited by 27 · see citing works
Which came first: Cannabis use or deficits in impulse control?
Rinehart, L., & Spencer, S. M. (2020) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2020.110066 · Cited by 27 · see citing works
Huang, S., Yang, W., Luo, J., Yan, C., & Liu, J. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00452 · Cited by 25 · see citing works
Impulsivity, Lack of Premeditation, and Debts in Online Gambling Disorder
López-Torres, I., León-Quismondo, L., & Ibáñez, Á. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.618148 · Cited by 25 · see citing works
Rozgonjuk, D., Blinka, L., Löchner, N., Faltýnková, A., Husárová, D., & Montag, C. (2023) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-023-00620-z · Cited by 25 · see citing works
Gambling Phenotypes in Online Sports Betting
Granero, R., Jiménez‐Múrcia, S., del Pino‐Gutiérrez, A., Mora‐Maltas, B., Valenciano‐Mendoza, E., Baenas, I., Gómez‐Peña, M., Moragas, L., Codina, E., López-González, H., et al. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00482 · Cited by 23 · see citing works
Dieterich, R., Wuellhorst, V., Berghäuser, J., Overmeyer, R., & Endraß, T. (2021) · Psychophysiology · doi:10.1111/psyp.13814 · Cited by 20 · see citing works
Rizkallah, É., Mongeau‐Pérusse, V., Lamanuzzi, L., Castenada-Ouellet, S., Stip, É., Juteau, L.-C., Brissette, S., Bruneau, J., Dubreucq, S., & Jutras‐Aswad, D. (2022) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2022.173376 · Cited by 21 · see citing works
Sable, H. J. K., Lester, D. B., Potter, J. L., Nolen, H. G., Cruthird, D. M., Estes, L. M., Johnson, A. D., Regan, S. L., Williams, M. T., & Vorhees, C. V. (2021) · Genes Brain & Behavior · doi:10.1111/gbb.12767 · Cited by 21 · see citing works
Sex Differences in Neural Correlates of Inhibitory Control
Weafer, J. J. (2020) · Current topics in behavioral neurosciences · doi:10.1007/7854_2020_146 · Cited by 20 · see citing works
Effect of Mindfulness Training on Inhibitory Control in Young Offenders
Ron-Grajales, A., Sanz‐Martin, A., Torres, R. D. C., Esparza-López, M., Ramos‐Loyo, J., & Inozemtseva, O. (2021) · Mindfulness · doi:10.1007/s12671-021-01643-3 · Cited by 21 · see citing works
Dugre, J. R., Orban, P., & Potvin, S. (2022) · Addiction Biology · doi:10.1111/adb.13257 · Cited by 20 · see citing works
Blair, J., Bajaj, S., Sherer, N., Bashford‐Largo, J., Zhang, R., Aloi, J. M., Hammond, C. J., Lukoff, J., Schwartz, A., Elowsky, J., et al. (2020) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2020.11.016 · Cited by 23 · see citing works
Du, Y., Yang, W., Zhang, J., & Liu, J. (2021) · Addiction Biology · doi:10.1111/adb.13080 · Cited by 20 · see citing works
Delay Discounting in Gambling Disorder: Implications in Treatment Outcome
Mena-Moreno, T., Testa, G., Mestre-Bach, G., Miranda-Olivos, R., Granero, R., Fernández-Aranda, F., Menchón, J., & Jiménez-Múrcia, S. (2022) · Journal of Clinical Medicine · doi:10.3390/jcm11061611 · Cited by 19 · see citing works
Efrati, Y., Kolubinski, D. C., Caselli, G., & Spada, M. M. (2020) · Journal of Behavioral Addictions · doi:10.1556/2006.2020.00062 · Cited by 20 · see citing works
Amundsen, E. J., Bretteville‐Jensen, A. L., & Rossow, I. M. (2022) · BMC Public Health · doi:10.1186/s12889-022-13199-5 · Cited by 24 · see citing works
The mediating effect of attentional impulsivity between mindfulness and problematic smartphone use
Kim, M., Seong, G., Jeon, M.-J., Jung, Y., & Lee, D. (2024) · BMC Psychiatry · doi:10.1186/s12888-024-05708-0 · Cited by 24 · see citing works
Schluter, R. S., van Holst, R. J., & Goudriaan, A. E. (2019) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.01257 · Cited by 19 · see citing works
Schaefer, L. M., Hazzard, V. M., Smith, K. E., Johnson, C. A., Cao, L., Crosby, R. D., Peterson, C. B., Crow, S. J., Bardone‐Cone, A. M., Joiner, T. E., et al. (2021) · Eating Disorders · doi:10.1080/10640266.2021.1891370 · Cited by 19 · see citing works
Preventive Interventions and Harm Reduction in Online and Electronic Gambling: A Systematic Review
Fiskaali, A., Stenbro, A. W., Marcussen, T., & Rask, M. T. (2022) · Journal of Gambling Studies · doi:10.1007/s10899-022-10126-6 · Cited by 21 · see citing works
Chashmi, S. J. E., Shahrajabian, F., Hasani, J., Potenza, M. N., Kuss, D. J., & Hakima, F. (2023) · Journal of Behavioral Addictions · doi:10.1556/2006.2023.00022 · Cited by 19 · see citing works
Conti, A. A., & Baldacchino, A. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.708925 · Cited by 18 · see citing works
Effects of Exercise on Neural Changes in Inhibitory Control: An ALE Meta-Analysis of fMRI Studies
Wu, J., Xiao, W., Yip, J. Y. W., Peng, L. H., Zheng, K., Bentil, O. T., & Ren, Z. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.891095 · Cited by 18 · see citing works
Facets of Impulsivity in Gaming Disorder: a Narrative Review
Müller, S. M., Antons, S., & Brand, M. (2023) · Current Addiction Reports · doi:10.1007/s40429-023-00522-2 · Cited by 19 · see citing works
Liu, C., Wang, J., Li, H., Shangguan, Q., Jin, W., Zhu, W., Wang, P., Chen, X., & Wang, Q. (2025) · NeuroImage · doi:10.1016/j.neuroimage.2025.121250 · Cited by 19 · see citing works
Clay, J. M., Stafford, L. D., & Parker, M. O. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00599-8 · Cited by 17 · see citing works
Executive functions in binge spectrum eating disorders with comorbid compulsive buying
Munguía, L., Lucas, I., Jiménez‐Múrcia, S., Mora‐Maltas, B., Granero, R., Miranda‐Olivos, R., Sánchez, I., Testa, G., Lozano‐Madrid, M., Turton, R., et al. (2021) · European Eating Disorders Review · doi:10.1002/erv.2855 · Cited by 17 · see citing works
Liu, L., Yao, Y., Fang, X., Xu, L., Hu, M.-J., Zhang, J., & Potenza, M. N. (2024) · Journal of Behavioral Addictions · doi:10.1556/2006.2024.00023 · Cited by 17 · see citing works
Depression, Rumination, and Impulsive Action: A Latent Variable Approach to Behavioral Impulsivity
Hasegawa, A., Somatori, K., Nishimura, H., Hattori, Y., & Kunisato, Y. (2021) · The Journal of Psychology · doi:10.1080/00223980.2021.1956871 · Cited by 17 · see citing works
A systematic review of treatment for impulsivity and compulsivity
Yamuza, B. A., Trenados, Y., Herruzo, C., Osuna, M. J. P., & Herruzo, J. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1430409 · Cited by 18 · see citing works
Ioannidis, K., Tiego, J., Lutz, N. M., Omrawo, C., Yücel, M., Grant, J. E., Löchner, C., & Chamberlain, S. R. (2023) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2023.152366 · Cited by 16 · see citing works
Chang, R. S., Lee, M., Im, J. J., Choi, K., Kim, J., Chey, J., Shin, S.-H., & Ahn, W. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1200230 · Cited by 23 · see citing works
Granero, R., Fernández‐Aranda, F., Valero-Solís, S., del Pino‐Gutiérrez, A., Mestre‐Bach, G., Baenas, I., Contaldo, S. F., Gómez‐Peña, M., Aymamí, N., Moragas, L., et al. (2020) · Journal of Behavioral Addictions · doi:10.1556/2006.2020.00028 · Cited by 17 · see citing works
Compulsivity and impulsivity in opioid dependence
Tolomeo, S., Davey, F., Steele, J. D., & Baldacchino, A. (2021) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2021.109018 · Cited by 16 · see citing works
Etxandi, M., Baenas, I., Munguía, L., Mestre‐Bach, G., Granero, R., Gómez‐Peña, M., Moragas, L., del Pino‐Gutiérrez, A., Codina, E., Mora‐Maltas, B., et al. (2021) · Journal of Gambling Studies · doi:10.1007/s10899-021-10071-w · Cited by 16 · see citing works
Impulsivity may be a risk factor in the transition from recreational to problem gaming
Raybould, J. N., Larkin, M., & Tunney, R. J. (2022) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2022.100230 · Cited by 18 · see citing works
Kearns, N. T., Gunn, R. L., Stevens, A. K., Berey, B. L., & Metrik, J. (2022) · Psychology of Addictive Behaviors · doi:10.1037/adb0000825 · Cited by 15 · see citing works
Buying-shopping disorder, impulsivity, emotional dependence and attachment in adolescents
Etxaburu, N., Momeñe, J., Herrero, M., Chávez-Vera, M. D., Olave, L., Díez, I. I., & Estévez, A. (2023) · Current Psychology · doi:10.1007/s12144-023-04425-3 · Cited by 21 · see citing works
Yates, J. R. (2024) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2024.111107 · Cited by 15 · see citing works
Personality, Attachment, and Pornography: A Meta-Analysis
Akbari, M., Jamshidi, S., Hosseini, Z. S., Sheikhi, S., Asadabad, R. A., Zamani, M., & Wright, P. J. (2024) · Communication Research · doi:10.1177/00936502241287834 · Cited by 16 · see citing works
Akbari, M., Bahadori, M. H., Mohammadkhani, S., Kolubinski, D. C., Nikčević, A. V., & Spada, M. M. (2021) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2021.100354 · Cited by 15 · see citing works
Quoilin, C., Grandjean, J., & Duqué, J. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00639 · Cited by 15 · see citing works
Icick, R., Bloch, V., Prince, N., Karsinti, E., Lépine, J., Laplanche, J., Mouly, S. J., Cynthia Marie-claire, A., Brousse, G., Bellivier, F., et al. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01200-5 · Cited by 14 · see citing works
The association between gaming disorder and impulsivity: A systematic review and meta-analysis
Nuske, J., Nuske, L., Stevens, M., Billieux, J., Delfabbro, P., Hides, L. M., Johnson, D. M., & King, D. L. (2025) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/00048674251388779 · Cited by 15 · see citing works
Behavioural addictions in obsessive compulsive disorder – Prevalence and clinical correlates
Rai, D., Jaisoorya, T. S., Narayanaswamy, J. C., Arumugham, S. S., & Reddy, Y. C. J. (2021) · Psychiatry Research Communications · doi:10.1016/j.psycom.2021.100016 · Cited by 13 · see citing works
Self-control and Problematic Social Media Use: A Meta-Analysis
Gökalp, Z. Ş., & AKYÜREK, M. İ. (2024) · Journal of Education in Science Environment and Health · doi:10.55549/jeseh.722 · Cited by 13 · see citing works
The Relationship Between Affective and Obsessive-Compulsive Symptoms in Internet Use Disorder
Moretta, T., & Buodo, G. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.700518 · Cited by 14 · see citing works
Aydın, O., Ünal-Aydın, P., Caselli, G., Kolubinski, D. C., Marino, C., & Spada, M. M. (2021) · Addictive Behaviours · doi:10.1016/j.addbeh.2021.107129 · Cited by 11 · see citing works
Attentional function and inhibitory control in different substance use disorders
Bjork, J. M., Keyser‐Marcus, L., Vassileva, J., Ramey, T., Houghton, D. C., & Moeller, F. G. (2022) · Psychiatry Research · doi:10.1016/j.psychres.2022.114591 · Cited by 16 · see citing works
Clay, J. M., Fontana, B. D., Proserpio, C., Fernandez, E. J., Pagliarini, E., Lopes, F. D. C., López‐Moreno, J. A., Canales, J. J., Loyant, L., Doron, R., et al. (2022) · Addiction Research & Theory · doi:10.1080/16066359.2022.2099543 · Cited by 12 · see citing works
Raj, K., Segrave, R. A., Verdejo‐García, A., & Yücel, M. (2022) · Addictive Behaviors · doi:10.1016/j.addbeh.2022.107600 · Cited by 10 · see citing works
Zacher, A., Zimmermann, J., Cole, D. M., Friedli, N., Opitz, A., Baumgartner, M. R., Steuer, A. E., Verdejo‐García, A., Stock, A., Beste, C., et al. (2024) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2024.04.010 · Cited by 12 · see citing works
Bartoli, F., Callovini, T., Calabrese, A., Cioni, R., Riboldi, I., Crocamo, C., & Carrà, G. (2021) · Brain Science · doi:10.3390/brainsci12010038 · Cited by 12 · see citing works
Brain networks alterations in cocaine use and gambling disorders during emotion regulation
Picó‐Pérez, M., Costumero, V., Verdejo‐Román, J., Albein‐Urios, N., Martínez-González, J. M., Soriano‐Mas, C., Barrós‐Loscertales, A., & Verdejo‐García, A. (2022) · Journal of Behavioral Addictions · doi:10.1556/2006.2022.00018 · Cited by 12 · see citing works
Neurocognitive Impulsivity in Opiate Users at Different Lengths of Abstinence
Psederska, E., & Vassileva, J. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20021236 · Cited by 12 · see citing works
Individual differences in time estimation are associated with delay discounting and alcohol use
Stam, C. H., van der Veen, F. M., & Franken, I. (2020) · Current Psychology · doi:10.1007/s12144-020-00899-7
Self-citationThe neurocognitive correlates of non-substance addictive behaviors
Christensen, E., Albertella, L., Chamberlain, S. R., Brydevall, M., Suo, C., Grant, J. E., Yücel, M., & Lee, R. S. C. (2023) · Addictive Behaviors · doi:10.1016/j.addbeh.2023.107904 · Cited by 12 · see citing works
Self-citationImpulsivity facets and substance use involvement: insights from genomic structural equation modeling
Vilar‐Ribó, L., Hatoum, A. S., Grotzinger, A. D., Mallard, T. T., Elson, S. L., Fontanillas, P., Palmer, A. A., Gustavson, D. E., & Sanchez‐Roige, S. (2025) · Psychological Medicine · doi:10.1017/s0033291725000145 · Cited by 11 · see citing works
Cannabis use and related clinical variables in patients with obsessive-compulsive disorder
Benatti, B., Vismara, M. E. M., Casati, L., Vanzetto, S., Conti, D., Cirnigliaro, G., Varinelli, A., Bartolomeo, M. D., D’Addario, C., Ameringen, M. V., et al. (2022) · CNS Spectrums · doi:10.1017/s1092852922001006 · Cited by 11 · see citing works
Fornaro, S., Menardi, A., & Vallesi, A. (2024) · Brain Structure and Function · doi:10.1007/s00429-023-02745-5 · Cited by 11 · see citing works
Dück, K., Overmeyer, R., Mohr, H., & Endrass, T. (2023) · Psychophysiology · doi:10.1111/psyp.14310 · Cited by 10 · see citing works
Schmid, A. M., Thomas, T. A., Blümel, S., Erdal, N. K., Müller, S. M., Merz, C. J., Wolf, O. T., Brand, M., Müller, A., & Steins‐Loeber, S. (2024) · Scientific Reports · doi:10.1038/s41598-024-73899-3 · Cited by 10 · see citing works
Impulsivity and problematic social network sites use: A meta-analysis
Benucci, S. B., Rega, V., Boursier, V., Casale, S., & Fioravanti, G. (2025) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2025.05.035 · Cited by 11 · see citing works
Pautrat, M., Guen, A. L., Barrault, S., Ribadier, A., Ballon, N., Lebeau, J., & Brunault, P. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20010705 · Cited by 10 · see citing works
Discrete Roles for Impulsivity and Compulsivity in Gambling Disorder
Mestre‐Bach, G., Steward, T., Balodis, I. M., DeVito, E. E., Yip, S. W., George, T. P., Reynolds, B. A., Granero, R., Fernández‐Aranda, F., Jiménez‐Múrcia, S., et al. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.789940 · Cited by 10 · see citing works
The influence of dopamine autoreceptors on temperament and addiction risk
Zald, D. H. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105456 · Cited by 9 · see citing works
Online and offline shopping addiction and its relationship with state-trait anxiety and impulsivity
González-Fuente, B., & Jiménez, M. D. L. V. M. (2024) · Behavioral Psychology/Psicología Conductual · doi:10.51668/bp.8324202n · Cited by 9 · see citing works
- Authors
- Lee, R. S. C., Hoppenbrouwers, S., & Franken, I.
- Affiliations
- Monash University (AU)
- Erasmus University Rotterdam (NL)
- Corresponding author
- Lee, Rico S. C.
- Venue
- Neuropsychology Review
- Published
- 2019-03
- Volume
- 29
- Issue
- 1
- Pages
- 14-26
- ISSN
- 1040-7308 (ISSN-L)
- 1573-6660
- OpenAlex
- W2934941373
- Cited by
- 284
- References
- 60
- Citations by year
- 2026: 39 · 2025: 44 · 2024: 48 · 2023: 40 · 2022: 34 · 2021: 47 · 2020: 24 · 2019: 7 · 2012: 1
- FWCI
- 4.43
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Neuropsychology Review (publishedVersion)
- PubMed (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion, other-oa)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Gambling Behavior and Treatments
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- impulsivity, compulsivity, addictive behavior, substance use disorders, behavioral addiction, neurocognitive impairment, inhibitory control, alcoholism, gambling addiction, internet addiction, transdiagnostic mechanisms
- MeSH terms
- Compulsive Behavior, Humans, Impulsive Behavior, Inhibition, Psychological, Neuropsychological Tests, Behavior, Addictive, 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