Cited by 1,021Decision-Making and Behavioral EconomicsGambling Behavior and TreatmentsSubstance Abuse Treatment and Outcomes

The DOI matches its Crossref record; 134 of the 134 references it cites were found in a registry or an index.

Delayed reward discounting and addictive behavior: a meta-analysis

Open access

MacKillop, James, Amlung, Michael T., Few, Lauren R., Ray, Lara A., Sweet, Lawrence H., Munafò, Marcus R.·2011·Psychopharmacology

DOI 10.1007/s00213-011-2229-0PMC PMC3201846

Open this paper in CoChat — free account

Abstract

Rationale Delayed reward discounting (DRD) is a behavioral economic index of impulsivity and numerous studies have examined DRD in relation to addictive behavior. To synthesize the findings across the literature, the current review is a meta-analysis of studies comparing DRD between criterion groups exhibiting addictive behavior and control groups.Objectives The meta-analysis sought to characterize the overall patterns of findings, systematic variability by sample and study type, and possible small study (publication) bias.Methods Literature reviews identified 310 candidate articles from which 46 studies reporting 64 comparisons were identified (total N=56,013).Results From the total comparisons identified, a small magnitude effect was evident (d= .15; p< .00001) with very high heterogeneity of effect size. Based on systematic observed differences, large studies assessing DRD with a small number of self-report items were removed and an analysis of 57 comparisons (n=3,329) using equivalent methods and exhibiting acceptable heterogeneity revealed a medium magnitude effect (d= .58; p< .00001). Further analyses revealed significantly larger effect sizes for studies using clinical samples (d= .61) compared with studies using nonclinical samples (d=.45). Indices of small study bias among the various comparisons suggested varying levels of influence by unpublished findings, ranging from minimal to moderate.Conclusions These results provide strong evidence of greater DRD in individuals exhibiting addictive behavior in general and particularly in individuals who meet criteria for an addictive disorder. Implications for the assessment of DRD and research priorities are discussed.

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

Crossref · 10.1007/s00213-011-2229-0

Cites

134 of 134 references verified0 citation errors · 0 not checkable

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.

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?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,603
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,417
Measuring inconsistency in meta-analyses
Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003) · BMJ · doi:10.1136/bmj.327.7414.557 · Cited by 63,139
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.06.005 · Cited by 19,575
Operating characteristics of a rank correlation test for publication bias
Begg, C. B., & Mazumdar, M. (1994) · Biometrics · doi:10.2307/2533446 · Cited by 16,955
Trim and Fill: A Simple Funnel‐Plot–Based Method of Testing and Adjusting for Publication Bias in Meta‐Analysis
Duval, S., & Tweedie, R. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00455.x · Cited by 14,099
The file drawer problem and tolerance for null results.
Rosenthal, R. (1979) · Psychological Bulletin · doi:10.1037/0033-2909.86.3.638 · Cited by 9,068
Choices, values, and frames.
Kahneman, D., & Tversky, A. (1984) · American Psychologist · doi:10.1037/0003-066x.39.4.341 · Cited by 6,544

Show all 133 references

Research works printed but not linked: 2

American Psychiatric Association (2000) Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision (DSM-IV-TR). American Psychiatric Association, Arlington
Borenstein M, Hedges L, Higgins J, Rothstein H (2005) Comprehensive Meta-analysis Version 2. Biostat, Englewood Cliffs

Sorted by citations

Items 401–500 of 998

A Cumulative Substance Use Score as a Novel Measure to Predict Risk of Criminal Recidivism in Forensic Juvenile Male Outpatients
Aebi, M., Bessler, C., & Steinhausen, H. (2020) · Child Psychiatry & Human Development · doi:10.1007/s10578-020-00986-7 · Cited by 19
Developmental deviation in delay discounting as a transdiagnostic indicator of risk for child psychopathology
DeRosa, J., Rosch, K. S., Mostofsky, S. H., & Nikolaidis, A. (2023) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13870 · Cited by 19
“Killing Two Birds with One Stone”: Alcohol Use Reduction Interventions with Potential Efficacy at Enhancing Self-control
Leeman, R. F., Bogart, D., Fucito, L. M., & Boettiger, C. A. (2014) · Current Addiction Reports · doi:10.1007/s40429-013-0008-1 · Cited by 19
Pathways Linking Adverse Childhood Experiences to Cigarette Smoking Among Young Black Men: a Prospective Analysis of the Role of Sleep Problems and Delayed Reward Discounting
Oshri, A., Kogan, S. M., Liu, S., Sweet, L. H., & MacKillop, J. M. (2017) · Annals of Behavioral Medicine · doi:10.1007/s12160-017-9914-0 · Cited by 20
Self-citation
Executive Functions Promote Well-Being: Outcomes and Mediators
Luerssen, A., & Ayduk, Ö. N. (2017) · Springer eBooks · doi:10.1007/978-3-319-58763-9_4 · Cited by 23
Assessing the Relationship between Disordered Gamblers with Psychosis and Increased Gambling Severity: The Mediating Role of Impulsivity
Kim, H. S. A., Cassetta, B. D., Hodgins, D. C., Tomfohr‐Madsen, L. M., McGrath, D. S., & Tavares, H. (2017) · The Canadian Journal of Psychiatry · doi:10.1177/0706743717730825 · Cited by 20
Episodic future thinking for smoking cessation in individuals with substance use disorder: Treatment feasibility and acceptability
Diego, G. A., González‐Roz, A., Loredo, V. M., Krotter, A., & Secades‐Villa, R. (2020) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2020.108259 · Cited by 19
Vicarious Trial-and-Error Is Enhanced During Deliberation in Human Virtual Navigation in a Translational Foraging Task
Huynh, T., Alstatt, K., Abram, S. V., & Schmitzer-Torbert, N. C. (2021) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2021.586159 · Cited by 18
Item-based analysis of delayed reward discounting decision making
Gray, J. C., Amlung, M. T., Acker, J. D., Sweet, L. H., & MacKillop, J. (2014) · Behavioural Processes · doi:10.1016/j.beproc.2014.01.006 · Cited by 19
Self-citation
Acute alcohol effects on impulsive choice in adolescents
Bernhardt, N. R., Obst, E., Nebe, S., Pooseh, S., Wurst, F. M., Weinmann, W., Smolka, M. N., & Zimmermann, U. S. (2019) · Journal of Psychopharmacology · doi:10.1177/0269881118822063 · Cited by 20
Clinical neuroscience of addiction: what clinical psychologists need to know and why
Ray, L. A., & Grodin, E. N. (2021) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-081219-114309 · Cited by 18
Self-citation
Experience Matters: The Effects of Hypothetical versus Experiential Delays and Magnitudes on Impulsive Choice in Delay Discounting Tasks
Steele, C. C., Gwinner, M., Smith, T. R., Young, M. E., & Kirkpatrick, K. (2019) · Brain Sciences · doi:10.3390/brainsci9120379 · Cited by 19
Investigating associations of delay discounting with brain structure, working memory, and episodic memory
Garzón, B., Kurth-Nelson, Z. L., Bäckman, L., Nyberg, L. H., & Guitart‐Masip, M. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac164 · Cited by 18
Mechanisms of Behavior Change in 12-Step Approaches to Recovery in Young Adults
Kelly, J. F., Bergman, B. G., & Fallah‐Sohy, N. (2018) · Current Addiction Reports · doi:10.1007/s40429-018-0203-1 · Cited by 20
Self-control as measured by delay discounting is greater among successful weight losers than controls
Bickel, W. K., Moody, L. N., Koffarnus, M. N., Thomas, J. G., & Wing, R. R. (2018) · Journal of Behavioral Medicine · doi:10.1007/s10865-018-9936-5 · Cited by 18
Comparison of three measurement models of discounting among individuals with methamphetamine use disorder
Yoon, J. H., Weaver, M. T., Garza, R. D. L., Suchting, R., Nerumalla, C. S., Omar, Y., Brown, G. S., Haliwa, I., & Newton, T. F. (2018) · American Journal on Addictions · doi:10.1111/ajad.12761 · Cited by 18
Heterogeneity in Disordered Gambling: Decision-Making and Impulsivity in Gamblers Grouped by Preferred Form
Sharman, S., Clark, L., Roberts, A. D. L., Michalczuk, R., Cocks, R., & Bowden‐Jones, H. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00588 · Cited by 18
High Opportunity Cost Demand as an Indicator of Weekday Drinking and Distinctly Severe Alcohol Problems: A Behavioral Economic Analysis
Joyner, K. J., Meshesha, L. Z., Dennhardt, A. A., Borsari, B. E., Martens, M. P., & Murphy, J. G. (2019) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.14206 · Cited by 18
Neural correlates of reward magnitude and delay during a probabilistic delay discounting task in alcohol use disorder
Dennis, L. E., Kohno, M., McCready, H. D., Schwartz, D. L., Schwartz, B., Lahna, D. L., Nagel, B. J., Mitchell, S. H., & Hoffman, W. F. (2019) · Psychopharmacology · doi:10.1007/s00213-019-05364-3 · Cited by 18
Cannabis use, cognitive performance, and symptoms of attention deficit/hyperactivity disorder in community adults.
Petker, T. D., DeJesus, J., Lee, A., Gillard, J., Owens, M. M., Balodis, I. M., Amlung, M. T., George, T. P., Oshri, A., Hall, G. B., et al. (2020) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000354 · Cited by 18
Self-citation
Reducing the relative value of cigarettes: Considerations for nicotine and non-nicotine factors
White, C. M., Hatsukami, D. K., & Donny, E. C. (2020) · Neuropharmacology · doi:10.1016/j.neuropharm.2020.108200 · Cited by 17
Behavioral economics and the aggregate versus proximal impact of sociality on heavy drinking
Acuff, S. F., Stoops, W. W., & Strickland, J. C. (2021) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2021.108523 · Cited by 18
The prevalence and features of schizophrenia among individuals with gambling disorder
Granero, R., Fernández‐Aranda, F., del Pino‐Gutiérrez, A., Etxandi, M., Baenas, I., Gómez‐Peña, M., Moragas, L., Valenciano‐Mendoza, E., Mora‐Maltas, B., Valero-Solís, S., et al. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.02.025 · Cited by 18
Mental Health Help Seeking Among Traumatized Individuals
van den Berk‐Clark, C., & Wolf, D. A. P. S. (2015) · Trauma Violence & Abuse · doi:10.1177/1524838015596344 · Cited by 18
Behavioral Economic Predictors of Alcohol and Sexual Risk Behavior in College Drinkers
Lemley, S. M., Fleming, W., & Jarmolowicz, D. P. (2017) · The Psychological Record · doi:10.1007/s40732-017-0239-y · Cited by 19
Measuring self-efficacy, executive function, and temporal discounting in Kenya
Esopo, K., Mellow, D., Thomas, C., Uckat, H., Abraham, J., Jain, P., Jang, C., Otis, N. G., Riis-Vestergaard, M. I., Starcev, A., et al. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.10.002 · Cited by 19
Clinical and biobehavioral perspectives: Is medication overuse headache a behavior of dependence?
Lau, C. I., Liu, M., Chen, W.-H., Walsh, V., & Wang, S. (2020) · Progress in brain research · doi:10.1016/bs.pbr.2020.05.019 · Cited by 18
The phenotype of recovery IV: Delay discounting predicts perceived stress and a chance locus of control in individuals in recovery from substance use disorders
Tomlinson, D. C., Tegge, A. N., Athamneh, L. N., & Bickel, W. K. (2020) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2020.100320 · Cited by 17
Alexithymia, impulsivity and negative mood in relation to internet addiction symptoms in female university students
Lyvers, M., Senturk, C., & Thorberg, F. A. (2021) · Australian Journal of Psychology · doi:10.1080/00049530.2021.1942985 · Cited by 21
Virtual reality intervention effects on future self-continuity and delayed reward preference in substance use disorder recovery: pilot study results
Shen, Y. I., Nelson, A. J., & Oberlin, B. G. (2022) · Discover Mental Health · doi:10.1007/s44192-022-00022-1 · Cited by 19
Metacognitive deficits are associated with lower sensitivity to preference reversals in nicotine dependence
Soutschek, A., Bulley, A., & Wittekind, C. E. (2022) · Scientific Reports · doi:10.1038/s41598-022-24332-0 · Cited by 17
Altered performance in a rat gambling task after acute and repeated alcohol exposure
Spoelder, M., Lesscher, H. M. B., Hesseling, P., Baars, A. M., Klooster, J. G. L. T., Mijnsbergen, R., & Vanderschuren, L. J. M. J. (2015) · Psychopharmacology · doi:10.1007/s00213-015-4020-0 · Cited by 17
Substance use and decision‐making in adolescent best friendship dyads: The role of popularity
de Water, E., Burk, W. J., Cillessen, A. H. N., & Scheres, A. (2016) · Social Development · doi:10.1111/sode.12227 · Cited by 16
Effects of reward magnitude, alcohol and cigarette use on social discounting in Japan and United States college students
Romanowich, P., & Igaki, T. (2017) · The Psychological Record · doi:10.1007/s40732-017-0218-3 · Cited by 17
Genetic influences on delayed reward discounting: A genome-wide prioritized subset approach.
MacKillop, J., Gray, J. C., Weafer, J. J., Sanchez‐Roige, S., Palmer, A. A., & de Wit, H. (2018) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000227 · Cited by 17
Self-citation
Delay discounting and affective priming in individuals with negative schizotypy
Cai, X., Weigl, M., Liu, B.-H., Cheung, E. F. C., Ding, J., & Chan, R. C. K. (2018) · Schizophrenia Research · doi:10.1016/j.schres.2018.12.040 · Cited by 17
Sex differences in nicotine-induced impulsivity and its reversal with bupropion in rats
Íbias, J., & Nazarian, A. (2020) · Journal of Psychopharmacology · doi:10.1177/0269881120937543 · Cited by 16
Hypnotic suggestions of safety reduce neuronal signals of delay discounting
Schmidt, B. K., & Holroyd, C. B. (2021) · Scientific Reports · doi:10.1038/s41598-021-81572-2 · Cited by 19
Quick Delay Questionnaire: Reliability, validity, and relations to functional impairments in adults with attention-deficit/hyperactivity disorder (ADHD).
Thorell, L. B., Sjöwall, D., Mies, G. W., & Scheres, A. (2016) · Psychological Assessment · doi:10.1037/pas0000421 · Cited by 17
Examining interrelationships between the Cigarette Purchase Task and delay discounting among pregnant women
Nighbor, T. D., Zvorsky, I. A., Kurti, A. N., Skelly, J. M., Bickel, W. K., Reed, D. D., Naudé, G. P., & Higgins, S. T. (2019) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.499 · Cited by 17
The Role of Impulsivity Facets on the Incidence and Development of Alcohol Use Disorders
Herman, A. M., & Duka, T. (2020) · Current topics in behavioral neurosciences · doi:10.1007/7854_2020_137 · Cited by 17
Neural correlates of eating disorders: translational potential
McAdams, C. J., & Smith, W. (2015) · Neuroscience and Neuroeconomics · doi:10.2147/nan.s76699 · Cited by 16
Reducing impulsive choice VII: effects of duration of delay-exposure training
Renda, C. R., Rung, J. M., Peck, S., & Madden, G. J. (2020) · Animal Cognition · doi:10.1007/s10071-020-01412-0 · Cited by 17
Neural correlates of cue‐induced changes in decision‐making distinguish subjects with gambling disorder from healthy controls
Genauck, A., Matthis, C., Andrejević, M., Ballon, L., Chiarello, F., Duecker, K., Heinz, A., Kathmann, N., & Romanczuk‐Seiferth, N. (2020) · Addiction Biology · doi:10.1111/adb.12951 · Cited by 16
Deprivation Has Inconsistent Effects on Delay Discounting: A Review
Downey, H., Haynes, J. M., Johnson, H. M., & Odum, A. L. (2022) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2022.787322 · Cited by 16
Response inhibition of cigarette-related cues in male light smokers: behavioral evidence using a two-choice oddball paradigm
Zhao, X., Ting, L. X., Yi, Z. X., Dai, L., & Bao, Z. A. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01506 · Cited by 16
Genomic basis of delayed reward discounting
Gray, J. C., Sanchez‐Roige, S., de Wit, H., MacKillop, J., & Palmer, A. A. (2019) · Behavioural Processes · doi:10.1016/j.beproc.2019.03.006 · Cited by 17
Self-citation
Using an Experimental Medicine Approach to Identify Novel Determinants of Addiction
Bickel, W. K., Snider, S. E., & Mellis, A. M. (2019) · Perspectives on Behavior Science · doi:10.1007/s40614-019-00215-0 · Cited by 18
Neural and neurocognitive markers of vulnerability to gambling disorder: a study of unaffected siblings
Limbrick‐Oldfield, E. H., Mick, I., Cocks, R., Flechais, R., Turton, S., Lingford-Hughes, A. R., Bowden‐Jones, H., & Clark, L. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-019-0534-1 · Cited by 19
Imagining the Future to Reshape the Past: A Path to Combine Cue Extinction and Memory Reconsolidation With Episodic Foresight for Addiction Treatment
Rafei, P., Rezapour, T., Bickel, W. K., & Ekhtiari, H. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.692645 · Cited by 17
Reduced Risk-Taking After Prior Losses in Pathological Gamblers Under Treatment and Healthy Control Group but not in Problem Gamblers
Bonini, N., Grecucci, A., Nicolè, M., & Savadori, L. (2017) · Journal of Gambling Studies · doi:10.1007/s10899-017-9709-z · Cited by 16
Dissociating Pathological Buying From Obsessive-Compulsive Symptoms Using Delay Discounting
Nicolai, J., & Moshagen, M. (2017) · Zeitschrift für Psychologie · doi:10.1027/2151-2604/a000308 · Cited by 19
Using Behavior Economics to Understand Alcohol Use Disorders: a Concise Review and Identification of Research Priorities
Gray, J. C., & MacKillop, J. M. (2015) · Current Addiction Reports · doi:10.1007/s40429-015-0045-z · Cited by 17
Self-citation
Cognitive reflection but not reinforcement sensitivity is consistently associated with delay discounting of gains and losses.
Białek, M., Bergelt, M., Majima, Y., & Koehler, D. J. (2019) · Journal of Neuroscience Psychology and Economics · doi:10.1037/npe0000111 · Cited by 14
Does excessive use of smartphones and apps make us more impulsive? An approach from behavioural economics
Robayo-Pinzón, O., Foxall, G. R., Restrepo, L. A. M., & Berrío, S. P. R. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e06104 · Cited by 20
Impulsivity in cocaine users compared to matched controls: Effects of sex and preferred route of cocaine use
Foltin, R. W., Luba, R. R., Chen, Y., Wang, Y., & Evans, S. M. (2021) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2021.108840 · Cited by 17
Illicit Drug Use and Problem Gambling
Ferentzy, P., Skinner, W. J. W., & Matheson, F. I. (2013) · ISRN Addiction · doi:10.1155/2013/342392 · Cited by 18
How do construal levels affect the intertemporal choices of Internet addicts?
Li, H., Jin, S., & Guo, Y. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.02.016 · Cited by 17
Intolerance of uncertainty and conditioned place preference in opioid addiction
Radell, M. L., Allen, M. T., Favaloro, B., Myers, C. E., Haber, P., Morley, K. C., & Moustafa, A. A. (2018) · PeerJ · doi:10.7717/peerj.4775 · Cited by 16
The effect of repeated episodic future thinking on the relative reinforcing value of snack food
Mansouri, T., Crandall, A. K., & Temple, J. L. (2020) · Journal of Health Psychology · doi:10.1177/1359105320914060 · Cited by 17
Behavioral processes and risk for problem substance use in adolescents
Acheson, A. (2020) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2020.173021 · Cited by 16
Reconsidering delay discounting in bulimia nervosa
Hagan, K. E., Jarmolowicz, D. P., & Forbush, K. T. (2021) · Eating Behaviors · doi:10.1016/j.eatbeh.2021.101506 · Cited by 16
Cognitive–affective factors underlying disinhibitory disorders and legal implications
Baskin-sommers, A. R., Ruiz, S. G., Sarcos, B., & Simmons, C. (2022) · Nature Reviews Psychology · doi:10.1038/s44159-022-00020-8 · Cited by 17
Impulsive Choice Predicts Poor Working Memory in Male Rats
Renda, C. R., Stein, J. S., & Madden, G. J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0093263 · Cited by 17
White problem gamblers discount delayed rewards less steeply than their African American and Hispanic counterparts.
Andrade, L. F., & Petry, N. M. (2014) · Psychology of Addictive Behaviors · doi:10.1037/a0036153 · Cited by 16
Effect of daily morphine administration and its discontinuation on delay discounting of food in rhesus monkeys
Maguire, D. R., Gerak, L. R., & France, C. P. (2015) · Behavioural Pharmacology · doi:10.1097/fbp.0000000000000194 · Cited by 15
The effects of oral d-amphetamine on impulsivity in smoked and intranasal cocaine users
Collins, S. L., & Evans, S. M. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.04.013 · Cited by 15
Effects of acute buspirone administration on inhibitory control and sexual discounting in cocaine users
Strickland, J. C., Bolin, B. L., Romanelli, M. R., Rush, C. R., & Stoops, W. W. (2017) · Human Psychopharmacology Clinical and Experimental · doi:10.1002/hup.2567 · Cited by 15
The Concept of Food Addiction: a Review of the Current Evidence
Naish, K. R., MacKillop, J. M., & Balodis, I. M. (2018) · Current Behavioral Neuroscience Reports · doi:10.1007/s40473-018-0169-2 · Cited by 14
Self-citation
Evaluating the effect of delay spacing on delay discounting: carry‐over effects on steepness and the form of the discounting function
Rung, J. M., Frye, C. C. J., DeHart, W. B., & Odum, A. L. (2019) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.556 · Cited by 15
Effects of Psychopathy on Neurocognitive Domains of Impulsivity in Abstinent Opiate and Stimulant Users
Psederska, E., Thomson, N. D., Bozgunov, K., Nedelchev, D., Vasilev, G. N., & Vassileva, J. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.660810 · Cited by 14
Looking Ahead: Subjective Time Perception and Individual Time DiscountingPreprint
Bradford, W. D., Dolan, P., & Galizzi, M. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2369916 · Cited by 12
Mobile assessment of decisions to drink in young adults: Examining the role of incentives and disincentives
Howe, L. K., Copeland, S., Fisher-Fox, L., Farmer, E. J., Nemes, L., & Finn, P. (2021) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.14746 · Cited by 14
Association of exercise with smoking-related symptomatology, smoking behavior and impulsivity in men and women
Tosun, N. L., ALLEN, S. S., Eberly, L. E., Yao, M., Stoops, W. W., Strickland, J. C., Harrison, K. A., Al’Absi, M., & Carroll, M. E. (2018) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2018.07.022 · Cited by 13
Past and future preference reversals are predicted by delay discounting in smokers and non-smokers.
Pope, D. A., Poe, L. M., Stein, J. S., Snider, S. E., Bianco, A. G., & Bickel, W. K. (2018) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000224 · Cited by 15
On the behavioral economics of medication choice: A research story
Jarmolowicz, D. P., Reed, D. D., Bruce, A. S., & Bruce, J. M. (2019) · Behavioural Processes · doi:10.1016/j.beproc.2019.05.019 · Cited by 14
Temporal discounting and smoking cessation: choice consistency predicts nicotine abstinence in treatment-seeking smokers
Großkopf, C. M., Kroemer, N. B., Pooseh, S., Böhme, F., & Smolka, M. N. (2020) · Psychopharmacology · doi:10.1007/s00213-020-05688-5 · Cited by 14
Daily, but not occasional, cannabis use is selectively associated with more impulsive delay discounting and hyperactive ADHD symptoms in binge-drinking young adults
Petker, T. D., Ferro, M. A., Ameringen, M. V., Murphy, J. G., & MacKillop, J. M. (2021) · Psychopharmacology · doi:10.1007/s00213-021-05781-3 · Cited by 14
Self-citation
Pathologies of precision: A Bayesian account of goals, habits, and episodic foresight in addiction
Kinley, I., Amlung, M. T., & Becker, S. (2022) · Brain and Cognition · doi:10.1016/j.bandc.2022.105843 · Cited by 16
Self-citation
Recovery from opioid use disorder: A 4-year post-clinical trial outcomes study
Craft, W. H., Tegge, A. N., Keith, D. R., Shin, H., Williams, J., Athamneh, L. N., Stein, J. S., Chilcoat, H. D., Moigne, A. L., DeVeaugh‐Geiss, A., et al. (2022) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2022.109389 · Cited by 16
Hyperbolic Discounting: Value and Time Processes of Substance Abusers and Non-Clinical Individuals in Intertemporal Choice
Cheng, J., & Gonzalez-Vallejo, C. C. (2014) · PLoS ONE · doi:10.1371/journal.pone.0111378 · Cited by 15
Intertemporal Choice Behavior in Emerging Adults and Adults: Effects of Age Interact with Alcohol Use and Family History Status
Smith, C. T., Steel, E. A., Parrish, M. H., Kelm, M. K., & Boettiger, C. A. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00627 · Cited by 13
Observed and Normative Discount Functions in Addiction and other Diseases
Rambaud, S. C., Torrecillas, M. J. M., & Takahashi, T. (2017) · Frontiers in Pharmacology · doi:10.3389/fphar.2017.00416 · Cited by 14
Gratitude intervention modulates P3 amplitude in a temporal discounting task
Patalano, A. L., Lolli, S. L. L., & Sanislow, C. A. (2018) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2018.06.002 · Cited by 15
Probability discounting of monetary gains and losses in opioid-dependent adults
Garami, J. K., & Moustafa, A. A. (2019) · Behavioural Brain Research · doi:10.1016/j.bbr.2019.02.017 · Cited by 14
Primed for Health: Future Thinking Priming Decreases Delay Discounting
Shevorykin, A., Pittman, J. C., Bickel, W. K., O’Connor, R. J., Malhotra, R., Prashad, N., & Sheffer, C. E. (2019) · Health Behavior and Policy Review · doi:10.14485/hbpr.6.4.5 · Cited by 15
The Effect of Cognitive Behavioral Therapy on Impulsivity in Addictive Disorders: a Narrative Review
Loya, J. M., Benitez, B., & Kiluk, B. D. (2023) · Current Addiction Reports · doi:10.1007/s40429-023-00491-6 · Cited by 15
Temporal reliability and stability of delay discounting: A 2-year repeated assessments study of the Monetary Choice Questionnaire.
Strickland, J. C., Gelino, B. W., Rabinowitz, J. A., Ford, M. R., Dayton, L., Latkin, C. A., & Reed, D. D. (2023) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000651 · Cited by 15
Posttraumatic stress and delay discounting: a meta-analytic review
Bird, B. M., Levitt, E. E., Stewart, S. H., Wanklyn, S. G., Meyer, E. C., Murphy, J. G., McDevitt‐Murphy, M. E., & MacKillop, J. M. (2023) · Psychological Medicine · doi:10.1017/s0033291723003069 · Cited by 14
Self-citation
Decomposition of Reinforcement Learning Deficits in Disordered Gambling via Drift Diffusion Modeling and Functional Magnetic Resonance Imaging
Wiehler, A., & Peters, J. (2024) · Computational Psychiatry · doi:10.5334/cpsy.104 · Cited by 22
Narrative identity in addictive disorders: a conceptual review
Deriu, V., Altavilla, D., Adornetti, I., Chiera, A., & Ferretti, F. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1409217 · Cited by 23
Inconsistent advice by ChatGPT influences decision making in various areas
Ikeda, S. (2024) · Scientific Reports · doi:10.1038/s41598-024-66821-4 · Cited by 16
Unveiling the Potential of Phytocannabinoids: Exploring Marijuana’s Lesser-Known Constituents for Neurological Disorders
Basavarajappa, B. S., & Subbanna, S. (2024) · Biomolecules · doi:10.3390/biom14101296 · Cited by 14
Do Individuals with Alcohol Dependence Show Higher Unfairness Sensitivity? The Relationship Between Impulsivity and Unfairness Sensitivity in Alcohol-Dependent Adults
Tsukue, R., Okamoto, Y., Yoshino, A., Kunisato, Y., Takagaki, K., Takebayashi, Y., Tanaka, K., Konuma, K., Tsukue, I., & Yamawaki, S. (2015) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.12832 · Cited by 13
Time Preferences Predict Mortality among HIV-Infected Adults Receiving Antiretroviral Therapy in Kenya
Thirumurthy, H., Hayashi, K., Linnemayr, S., Vreeman, R., Levin, I. P., Bangsberg, D. R., & Brewer, N. T. (2015) · PLoS ONE · doi:10.1371/journal.pone.0145245 · Cited by 13
Decision-making and inhibitory control after smoking-related priming in nicotine dependent smokers and never-smokers
Kräplin, A., Scherbaum, S., Bühringer, G., & Goschke, T. (2018) · Addictive Behaviors · doi:10.1016/j.addbeh.2018.08.020 · Cited by 14
Behavioral Medicine’s Roots in Behaviorism: Concepts and Applications
Rachlin, H. C., Green, L., Vanderveldt, A., & Fisher, E. B. (2018) · Springer eBooks · doi:10.1007/978-0-387-93826-4_9 · Cited by 13
Daily associations between cannabis use and alcohol use in young adults: the moderating role of self-report and behavioral measures of impulsivity
Daros, A. R., Pereira, B. J., Khan, D., Ruocco, A. C., Quilty, L. C., & Wardell, J. D. (2021) · Addiction Research & Theory · doi:10.1080/16066359.2021.1939314 · Cited by 18
Multiple action options in the context of time: When exams approach, students study more and experience fewer motivational conflicts
Capelle, J. D., Grunschel, C., Bachmann, O., Knappe, M., & Fries, S. (2021) · Motivation and Emotion · doi:10.1007/s11031-021-09912-3 · Cited by 16
A process model account of the role of dopamine in intertemporal choice
Soutschek, A., & Tobler, P. N. (2023) · eLife · doi:10.7554/elife.83734 · Cited by 13

Authors: MacKillop, J., Amlung, M. T., Few, L. R., Ray, L. A., Sweet, L. H., & Munafò, M. R.
Affiliations: University of Georgia (US)
University of California, Los Angeles (US)
Brown University (US)
Corresponding author: MacKillop, James
ORCID: MacKillop, James
Amlung, Michael T.
Ray, Lara A.
Sweet, Lawrence H.
Venue: Psychopharmacology
Publisher: Springer Science and Business Media LLC
Published: 2011-03-04
Volume: 216
Issue: 3
Pages: 305-321
ISSN: 0033-3158 (ISSN-L)
1432-2072
DOI: 10.1007/s00213-011-2229-0
PMC: PMC3201846
OpenAlex: W1996296330
Cited by: 1,021
References: 133
Citations by year: 2026: 59 · 2025: 62 · 2024: 65 · 2023: 47 · 2022: 67 · 2021: 79 · 2020: 85 · 2019: 91 · 2018: 87 · 2017: 89 · 2016: 80 · 2015: 72 · 2014: 56 · 2013: 50 · 2012: 25
FWCI: 4.81
Type: journal article
Language: en
Open access: green
www.ncbi.nlm.nih.gov
Licence: www.springer.com/tdm (tdm)
Locations: Psychopharmacology (publishedVersion)
PubMed (publishedVersion)
PubMed Central (acceptedVersion)
Bristol Research (University of Bristol) (submittedVersion)
Funders: National Institute for Health and Care Research
British Heart Foundation
Economic and Social Research Council (ES/G007489/1)
National Institute on Alcohol Abuse and Alcoholism (AA 016936, K23AA016936)
National Institute on Drug Abuse (P30DA027827)
Topics: Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
Social Sciences › Psychology › Clinical Psychology › Gambling Behavior and Treatments
Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
Keywords: delay discounting, addictive behavior, impulsivity, addiction, behavioral economics, impulsivity assessment, publication bias
MeSH terms: Alcohol Drinking, Decision Making, Humans, Models, Psychological, Reward, Behavior, Addictive, Substance-Related Disorders

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

Delayed reward discounting and addictive behavior: a meta-analysis

Abstract

Overview

Integrity signals

Verification

Claims the paper makes

Claims other papers make about this one

Self-check

Citations

Cites

Cited by

Related

Metadata

Record

About these checks