Evidence map›Paper›PMID 37072099›Full record

SynthesisJournal of substance use and addiction treatment2023

Delay discounting and substance use treatment outcomes: A systematic review focused on treatment outcomes and discounting methodology.

Alexis C Exum, Cassandra A Sutton, Joseph S Bellitti, Richard Yi, Tera L Fazzino

Registry-linked trialAbstract readSystematic Review
In one paragraph

Synthesis in Journal of substance use and addiction treatment, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04038190 (A Cluster-randomized Trial of a Behavioral Activation Intervention Administered in a College Freshman Orientation Course), which is not on this map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
–field-weighted citation impact
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.

NCT04038190 phase2completednot on this map

A Cluster-randomized Trial of a Behavioral Activation Intervention Administered in a College Freshman Orientation Course

TypeinterventionalSponsorUniversity of KansasRan2019 to 2025Enrolled572ConditionsAlcohol, Use, Problem, Stress, Binge EatingArmsbehavioral activation
3 · Its place in the literature

Who cites it

22 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Motivation Profiles Towards Academic Reading, Substance-Related and Problematic Behaviors in Future Teachers.European journal of investigation in health, psychology and education · 2026
    Article
  6. Exploring risk tolerance among individuals who use opioids.Experimental and clinical psychopharmacology · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Observational
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Reward deprivation is associated with elevated alcohol demand in emerging adults.Journal of the experimental analysis of behavior · 2025
    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

5 authors.

Alexis C ExumDepartment of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America.
Cassandra A SuttonDepartment of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America.
Joseph S BellittiDepartment of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America.
Richard YiDepartment of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America.
Tera L FazzinoDepartment of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America. Electronic address: tfazzino@ku.edu.

Funding

A cluster-randomized trial of a behavioral activation intervention administered in a college freshman orientation courseR01AA027791 · NIAAA · UNIVERSITY OF KANSAS LAWRENCE · PI FAZZINO, TERA L · 2019 to 2023
$1.7M
NIAAA NIH HHS R01 AA027791
6 · The paper itself

Abstract

introductionDelay discounting-the tendency to choose small, immediate rewards over larger, delayed rewards-is robustly associated with substance use. Delay discounting may present challenges in treatment for substance use disorders, as individuals with elevated discounting may struggle to wait for the long-term rewards that come from abstinence, which may yield poorer treatment outcomes. However, evidence on the role of discounting in treatment outcomes has been inconsistent. The study conducted a systematic review of the literature to characterize the prospective effects of delay discounting measured pre-treatment on substance use treatment outcomes, with a focus on characterizing findings across: 1) type of treatment outcome and 2) methodology used to assess and characterize discounting.

methodA systematic literature search identified N = 17 studies that examined the association between delay discounting at treatment entry (pre-treatment) and substance use treatment outcomes. Findings were reported across the following substance use treatment outcomes: abstinence, relapse, use frequency and related problems, and treatment adherence. Findings regarding discounting methodology were reported by type of discounting measure (adjusting choice task, fixed choice task, or experiential task) and parameter used to characterize discounting (k, log transformed k (lnk), and area under the curve).

resultsDelay discounting at treatment entry was not consistently associated with substance use treatment outcomes when examined across all studies overall (47 %) or by treatment outcome (0-40 % for most outcomes). The majority of studies (64 %) that used an adjusting choice, computer-based task reported a significant association between discounting and treatment outcomes, whereas few studies that used a fixed choice or experiential task reported significant associations with treatment outcomes (0-25 %). Most studies (71 %) that used the lnk parameter to characterize discounting reported significant associations between discounting and a range of treatment outcomes. In contrast, few studies that used k or AUC (25-33 %) reported significant associations between discounting and treatment outcomes.

conclusionWhen examined overall and by treatment outcome, evidence did not consistently indicate that delay discounting was prospectively associated with substance use treatment outcomes. However, delay discounting at treatment entry was more commonly associated with a variety of poorer treatment outcomes when researchers used more fine-grained methods to characterize discounting.

Indexed as

Delay DiscountingSubstance-Related DisordersHumansRewardTreatment Adherence and ComplianceTreatment OutcomeAbstinenceBehavioral economicsMonetary choice taskRelapseTobacco cessation

Identifiers

PMID37072099
PMCPMC10429418

What OpenQuestion holds

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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.