ReviewNeuropsychopharmacology : official publication of the American College of Neuropsychopharmacology2020
Addiction is driven by excessive goal-directed drug choice under negative affect: translational critique of habit and compulsion theory.
Review in Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 133 papers, 5 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
133 citing papers in PubMed, 5 syntheses or guidelines pooled it, 273 citations in OpenAlex.
- What can case-control comparisons of neural drug cue reactivity tell us about addiction? A neuroimaging meta-analysis.Translational psychiatry · 2026Pooled it
- Overcoming health misinformation in marginalized groups: a systematic review.International journal for equity in health · 2025Pooled it
- Bad habits-good goals? Meta-analysis and translation of the habit construct to alcoholism.Translational psychiatry · 2024Pooled it
- Self-management with alcohol over lifespan: psychological mechanisms, neurobiological underpinnings, and risk assessment.Molecular psychiatry · 2023Pooled it
- The Etiologic, Theory-Based, Ontogenetic Hierarchical Framework of Alcohol Use Disorder: A Translational Systematic Review of Reviews.Psychological bulletin · 2021Pooled it
- Engagement in alcohol-free activities, community-level economic disadvantage, and heavy drinking following alcohol treatment.Journal of the experimental analysis of behavior · 2026Trial
- CBD attenuates amygdala response to negative emotional stimuli in individuals with alcohol use disorder - a randomized controlled trial.Psychopharmacology · 2026Trial
- Intranasal oxytocin blunts amygdala response to negative affective stimuli in males and females with alcohol use disorder: a randomized controlled cross-over trial.Psychopharmacology · 2025Trial
- How We Lost 90% of Participants on a Bad Bet: Results from a Pilot Randomized Controlled Trial on Cognitive Bias Modification in Problem Gamblers.Journal of gambling studies · 2024Trial
- Reward, relief, and habit drinking profiles in treatment seeking individuals with an AUD.Alcohol and alcoholism (Oxford, Oxfordshire) · 2024Trial
- Dissociation of decision-making from escalated drug intake within a long-access model.Behavioural brain research · 2026Article
- Article
- Does time pressure reveal habits? Divergent results from outcome devaluation and response remapping paradigms.Cognitive, affective & behavioral neuroscience · 2026Article
- The Dysregulation Profile and Substance Use: Investigating Their Co-Variation From Adolescence to Emerging Adulthood.Emerging adulthood (Print) · 2026Article
- The good and the bad: A qualitative investigation of students' perspectives on their problematic smartphone use.Journal of behavioral addictions · 2026Article
- A behavioral economics substance-free activity session (SFAS) approach to reducing substance use: Narrative review and intervention manual.Experimental and clinical psychopharmacology · 2026Review
- From Scroll to Soul: Spirituality as a Moderator Between Social Media Addiction, Emotional Eating, and Quality of Life Among Young Adults in Poland.Journal of religion and health · 2026Article
- Context-dependent asymmetries in intertemporal decision-making: a comparative study of substance use disorder and control groups.Substance abuse treatment, prevention, and policy · 2026Article
- Dopamine and Acetylcholine in the Striatum: Circuit Interactions and Behavioral Control in Substance Use Disorders.Brain sciences · 2026Review
- Article
73 more citing papers are in PubMed but not listed here.
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Authors and funding
1 author at 1 institution in 2 countries.
Funding
Abstract
Drug addiction may be a goal-directed choice driven by excessive drug value in negative affective states, a habit driven by strong stimulus-response associations, or a compulsion driven by insensitivity to costs imposed on drug seeking. Laboratory animal and human evidence for these three theories is evaluated. Excessive goal theory is supported by dependence severity being associated with greater drug choice/economic demand. Drug choice is demonstrably goal-directed (driven by the expected value of the drug) and can be augmented by stress/negative mood induction and withdrawal-effects amplified in those with psychiatric symptoms and drug use coping motives. Furthermore, psychiatric symptoms confer risk of dependence, and coping motives mediate this risk. Habit theory of addiction has weaker support. Habitual behaviour seen in drug-exposed animals often does not occur in complex decision scenarios, or where responding is rewarded, so habit is unlikely to explain most human addictive behaviour where these conditions apply. Furthermore, most human studies have not found greater propensity to habitual behaviour in drug users or as a function of dependence severity, and the minority that have can be explained by task disengagement producing impaired explicit contingency knowledge. Compulsion theory of addiction also has weak support. The persistence of punished drug seeking in animals is better explained by greater drug value (evinced by the association with economic demand) than by insensitivity to costs. Furthermore, human studies have provided weak evidence that propensity to discount cost imposed on drug seeking is associated with dependence severity. These data suggest that human addiction is primarily driven by excessive goal-directed drug choice under negative affect, and less by habit or compulsion. Addiction is pathological because negative states powerfully increase expected drug value acutely outweighing abstinence goals.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.