Evidence map›Paper›PMID 27514250›Full record

SynthesisPreventive medicine2016

A review of the literature on contingency management in the treatment of substance use disorders, 2009-2014.

Danielle R Davis, Allison N Kurti, Joan M Skelly, Ryan Redner, Thomas J White, Stephen T Higgins

Registry-linked trialOpen access · greenAbstract readSystematic Review
In one paragraph

Synthesis in Preventive medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04927143 (Encouraging Abstinence Behavior in a Drug Epidemic), which is not on this map. Cited by 138 papers, 12 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
138citing papers in PubMed, 12 pooled it
15.7field-weighted citation impact, top 1% 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.

NCT04927143 narecruitingnot on this mapstarted 2021, after this paper: background citation

Encouraging Abstinence Behavior in a Drug Epidemic: Optimizing Dynamic Incentives

TypeinterventionalSponsorWake Forest University Health SciencesRan2021 to 2026Enrolled600ConditionsOpioid-use Disorder, Cocaine Use Disorder, Opioid Use, Cocaine UseArmsApp-Based Contingency Management, Sham Control
3 · Its place in the literature

Who cites it

138 citing papers in PubMed, 12 syntheses or guidelines pooled it, 242 citations in OpenAlex.

  1. Pooled it
  2. Financial Incentives for Substance Abstinence: A Systematic Review and Meta-analysis.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Pooled it
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  9. Opioid use disorder in primary care: PEER umbrella systematic review of systematic reviews.Canadian family physician Medecin de famille canadien · 2019
    Pooled it
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  12. Guideline
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78 more citing papers are in PubMed but not listed here.

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

6 authors at 3 institutions in 1 country.

Danielle R DavisVermont Center of Behavior & Health, University of Vermont, United States; Departments of Psychiatry, University of Vermont, United States; Psychological Science, University of Vermont, United States.
Allison N KurtiVermont Center of Behavior & Health, University of Vermont, United States; Departments of Psychiatry, University of Vermont, United States.
Joan M SkellyMedical Biostatistics, University of Vermont, United States.
Ryan RednerVermont Center of Behavior & Health, University of Vermont, United States; Behavior Analysis and Therapy Program, Rehabilitation Institute, Southern Illinois University, United States.
Thomas J WhiteCentral California VA Healthcare System, United States.
Stephen T HigginsVermont Center of Behavior & Health, University of Vermont, United States; Departments of Psychiatry, University of Vermont, United States; Psychological Science, University of Vermont, United States. Electronic address: Stephen.Higgins@uvm.edu.
University of Vermont · USUniversity of Vermont Medical Center · USVA Central California Health Care System · US

Funding

Vermont Center on Behavior and HealthP20GM103644 · NIGMS · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI KHADANGA, SHERRIE · 2013 to 2022
$21.3M
TRAINING IN BEHAV. PHARMACOLOGY OF HUMAN DRUG DEPENDENCET32DA007242 · NIDA · UNIVERSITY OF VERMONT &ST AGRIC COLLEGE · PI HEIL, SARAH H, HIGGINS, STEPHEN T · 1990 to 2025
$8.2M
Financial Incentives for Smoking Cessation Among Disadvantaged Pregnant WomenR01HD075669 · NICHD · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI HIGGINS, STEPHEN T · 2013 to 2017
$3.6M
Behavioral Economic Approach to Reducing Maternal Smoking in Disadvantaged WomenR01HD078332 · NICHD · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI HIGGINS, STEPHEN T · 2015 to 2019
$2.9M
NICHD NIH HHS R01 HD075669NICHD NIH HHS R01 HD078332NIDA NIH HHS T32 DA007242NIGMS NIH HHS P20 GM103644
6 · The paper itself

Abstract

This report describes a systematic literature review of voucher and related monetary-based contingency management (CM) interventions for substance use disorders (SUDs) over 5.2years (November 2009 through December 2014). Reports were identified using the search engine PubMed, expert consultations, and published bibliographies. For inclusion, reports had to (a) involve monetary-based CM; (b) appear in a peer-reviewed journal; (c) include an experimental comparison condition; (d) describe an original study; (e) assess efficacy using inferential statistics; (f) use a research design allowing treatment effects to be attributed to CM. Sixty-nine reports met inclusion criteria and were categorized into 7 research trends: (1) extending CM to special populations, (2) parametric studies, (3) extending CM to community clinics, (4) combining CM with pharmacotherapies, (5) incorporating technology into CM, (6) investigating longer-term outcomes, (7) using CM as a research tool. The vast majority (59/69, 86%) of studies reported significant (p<0.05) during-treatment effects. Twenty-eight (28/59, 47%) of those studies included at least one follow-up visit after CM was discontinued, with eight (8/28, 29%) reporting significant (p<0.05) effects. Average effect size (Cohen's d) during treatment was 0.62 (95% CI: 0.54, 0.70) and post-treatment it was 0.26 (95% CI: 0.11, 0.41). Overall, the literature on voucher-based CM over the past 5years documents sustained growth, high treatment efficacy, moderate to large effect sizes during treatment that weaken but remain evident following treatment termination, and breadth across a diverse set of SUDs, populations, and settings consistent with and extending results from prior reviews.

Indexed as

Economics, BehavioralMotivationHumansRewardSubstance-Related DisordersTreatment OutcomeBehavioral economicsBehavioral interventionsBehavior changeContingency managementFinancial incentivesPsychosocial interventionsSubstance use disorders

Identifiers

PMID27514250
PMCPMC5385000
OpenAlexW2511839242

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.