Evidence map›Paper›PMID 23062106›Full record

ReviewCurrent drug abuse reviews2012

Quantifying reinforcement value and demand for psychoactive substances in humans.

Adrienne J Heinz, Todd C Lilje, Jon D Kassel, Harriet de Wit

Abstract readReview
In one paragraph

Review in Current drug abuse reviews, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 1 pooled it
3.9field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

30 citing papers in PubMed, 1 synthesis or guideline pooled it, 38 citations in OpenAlex.

  1. Pooled it
  2. Behavioral economic predictors of brief alcohol intervention outcomes.Journal of consulting and clinical psychology · 2015
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  7. Substance use negatively impacts change in reinforcement during the year following substance use treatment.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2025
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  20. Drinking motives mediate the relationship between alcohol reward value and alcohol problems in military veterans.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2016
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 3 institutions in 1 country.

Adrienne J HeinzCenter for Health Care Evaluation - Palo Alto VA Health Care System, USA. aheinz3@psch.uic.edu
Todd C Lilje
Jon D Kassel
Harriet de Wit
Uniformed Services University of the Health Sciences · USUniversity of Chicago · USVA Palo Alto Health Care System · US

Funding

Social-Emotional Contexts of Adolescent Smoking PatternsP01CA098262 · NCI · UNIVERSITY OF ILLINOIS AT CHICAGO · PI DIVIAK, KATHLEEN · 2004 to 2014
$26.3M
Combined effects of alcohol and caffeine on agency judgment, impulsivity and riskF31AA018918 · NIAAA · UNIVERSITY OF ILLINOIS AT CHICAGO · PI HEINZ, ADRIENNE JULIE · 2009 to 2011
$73k
NCI NIH HHS P01CA098262NIAAA NIH HHS F31 AA018918
6 · The paper itself

Abstract

Behavioral economics is an emerging cross-disciplinary field that is providing an exciting new contextual framework for researchers to study addictive processes. New initiatives to study addiction under a behavioral economic rubric have yielded variable terminology and differing methods and theoretical approaches that are consistent with the multidimensional nature of addiction. The present article is intended to provide an integrative overview of the behavioral economic nomenclature and to describe relevant theoretical models, principles and concepts. Additionally, we present measures derived from behavioral economic theories that quantify demand for substances and assess decision making processes surrounding substance use. The sensitivity of these measures to different contextual elements (e.g., drug use status, acute drug effects, deprivation) is also addressed. The review concludes with discussion of the validity of these approaches and their potential for clinical application and highlights areas that warrant further research. Overall, behavioral economics offers a compelling framework to help explicate complex addictive processes and it is likely to provide a translational platform for clinical intervention.

Indexed as

Economics, BehavioralReinforcement, PsychologyDecision MakingHumansModels, TheoreticalSubstance-Related DisordersTerminology as Topic

Identifiers

PMID23062106
PMCPMC3566575
OpenAlexW104849919

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.