Evidence map›Paper›PMID 38463534›Full record

ArticleCurrent addiction reports2023

Smartphone Apps for Problem Gambling: A Review of Content and Quality.

Li Yan McCurdy, Jennifer M Loya, Victoria R Hart-Derrick, Griffin C Young, Brian D Kiluk, Marc N Potenza

Open access · greenAbstract read
In one paragraph

Article in Current addiction reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
4.1field-weighted citation impact, top 6% 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

7 citing papers in PubMed, 13 citations in OpenAlex.

  1. Trial
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  5. A Narrative Review of Nicotine and Alcohol Addiction Recovery Content on TikTok.Journal of the Korean Academy of Child and Adolescent Psychiatry · 2025
    Article
  6. Article
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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 2 institutions in 1 country.

Li Yan McCurdyDivision of Prevention and Community Research, Yale University School of Medicine, New Haven, CT 06511, USA.
Jennifer M LoyaDepartment of Psychiatry, Yale University School of Medicine, New Haven, CT, 06510, USA.
Victoria R Hart-DerrickChild Study Center, Yale University School of Medicine, New Haven, CT 06520, USA.
Griffin C YoungDepartment of Computer Science, Stanford University School of Engineering, Stanford, CA 94305.
Brian D KilukDepartment of Psychiatry, Yale University School of Medicine, New Haven, CT, 06510, USA.
Marc N PotenzaDepartment of Psychiatry, Yale University School of Medicine, New Haven, CT, 06510, USA.
Yale University · USStanford University · US

Funding

Research Training Program in Substance Use PreventionT32DA019426 · NIDA · YALE UNIVERSITY · PI TAMI P SULLIVAN · 2005 to 2026
$7.5M
Research Training Fellowship in Substance use and Addiction (RTFSA)T32DA007238 · NIDA · YALE UNIVERSITY · PI BRIAN D. KILUK, ISMENE L. PETRAKIS · 1988 to 2026
$5.7M
Integrating Cognitive Neuroscience Toward Understanding of Mechanisms of CBT for Alcohol Use DisordersK02AA027300 · NIAAA · YALE UNIVERSITY · PI KILUK, BRIAN D. · 2019 to 2023
$719k
NIAAA NIH HHS K02 AA027300NIDA NIH HHS T32 DA007238NIDA NIH HHS T32 DA019426
6 · The paper itself

Abstract

Purpose of review: Problem gambling can have profound consequences for affected individuals, yet only a small proportion of people with problem gambling seek treatment. Mobile phone applications (apps) may provide an effective and scalable therapeutic option. The purpose of this study was to evaluate publicly available mobile apps aimed at improving problematic gambling behavior. Recent findings: To date, there are no published studies that have evaluated the quality of publicly available smartphone apps for problem gambling in the US. There is thus a significant gap in knowledge of existing apps for addressing problem gambling. Summary: This study included a review of 14 problem-gambling-specific apps. Apps that incorporated cognitive-behavioral therapy concepts and in-app communities were associated with better aesthetics and information quality scores. Additionally, in-app communities were associated with better engagement scores. Our results highlight the importance of evidence-based and engaging features in apps designed to help people with problem gambling.

Indexed as

addictive behaviorscognitive-behavioral therapyGambling disordermHealthMobile App Rating Scalesmartphone apps

Identifiers

PMID38463534
PMCPMC10919356
OpenAlexW4367681437

What Socratic 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 Socratic graph.