Evidence map›Paper›PMID 40495133›Full record

ArticleBMC public health2025

Pathways to understanding problem gambling among adolescents.

Hyun Jung Lee, Gyungjoo Lee

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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.

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

4 citing papers in PubMed.

  1. Review
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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

2 authors.

Hyun Jung LeeDepartment of Nursing, Jeonbuk Science College of Korea, Jeongeup, Republic of Korea.ORCID https://orcid.org/0000-0002-9404-0200
Gyungjoo LeeCollege of Nursing, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, Republic of Korea. kjdooly@catholic.ac.kr.ORCID https://orcid.org/0000-0002-2587-2775

Funding

the National Research Foundation of Korea NRF-2021R1I1A2052764
6 · The paper itself

Abstract

backgroundGambling among youth is attracting the attention of health experts worldwide. A need has arisen for more research on the pathways to the development of adolescent problem gambling behavior and related factors.

methodsA cross-sectional study was conducted, and structure equation modeling was used to analyze data from the Korea Problem Gambling Agency to predict problem gambling among 1,474 adolescents aged 13-18 years.

resultsStructural equation modeling showed that gambling accessibility and media exposure are associated with heightened sensation-seeking tendencies, which are related to stronger irrational gambling beliefs. The mediating associations of these factors play a significant role in predicting adolescent problem gambling. Additionally, ecological influences, including gambling accessibility and media exposure, show associations with the reinforcement of irrational gambling beliefs among adolescents. Although impulsivity was increased due to media exposure, it was not a significant mediator among gambling accessibility and media exposure, irrational gambling beliefs and problem gambling.

conclusionUnderstanding adolescent problem gambling requires a comprehensive approach that considers both ecological and individual factors. To effectively reduce adolescent problem gambling, collaboration among researchers, policymakers, schools, parents, and adolescents is essential.

Indexed as

Adolescent BehaviorGamblingAdolescentCross-Sectional StudiesFemaleHumansMaleMass MediaRepublic of KoreaSurveys and QuestionnairesAddictive behaviorsAdolescentGamblingImpulsivityRisk-taking

Identifiers

PMID40495133
PMCPMC12150549

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.