Evidence map›Paper›PMID 41320734›Full record

ArticleJournal of gambling studies2026

The Interplay between Gambling Activity Groups, Problem Gambling Symptoms, and Mental Wellbeing from a Public Health Perspective.

Kristal Yeung, Michelle Gatton, Darren Wraith

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Article in Journal of gambling studies, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Kristal YeungSchool of Public Health and Social Work, Faculty of Health, Queensland University of Technology, MPH, Level 6, O Block WING D, Victoria Park Road, Kelvin Grove, 4059, Brisbane, Australia. Kristal.Yeung@hdr.qut.edu.au.ORCID http://orcid.org/0000-0003-0524-4963
Michelle GattonSchool of Public Health and Social Work, Faculty of Health, Queensland University of Technology, MPH, Level 6, O Block WING D, Victoria Park Road, Kelvin Grove, 4059, Brisbane, Australia.ORCID http://orcid.org/0000-0003-1188-609X
Darren WraithSchool of Public Health and Social Work, Faculty of Health, Queensland University of Technology, MPH, Level 6, O Block WING D, Victoria Park Road, Kelvin Grove, 4059, Brisbane, Australia.ORCID http://orcid.org/0000-0001-8755-6471

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The existing literature predominantly focuses on clinical conditions related to gambling, with evidence suggesting the co-occurrence of gambling disorders, major depressive disorders, and personality disorders. This study aimed to broaden our understanding beyond clinical conditions by investigating the impact of different gambling activity groups on mental wellbeing. These activity groups were identified using latent class analysis, which enabled a person-centered approach to examine the types and the number of gambling activities as well as expenditure levels, as a single latent variable. Based on the Household, Income and Labour Dynamics in Australia (HILDA) Survey, our findings suggested that gambling activity groups were associated with reduced mental wellbeing through problem gambling symptoms. Among respondents with the same levels of problem gambling symptoms and age, men who engaged in multiple gambling activities with high spending tended to have better mental wellbeing than those primarily gambling on lotteries. In contrast, women's mental wellbeing did not differ across gambling activity groups. This study clarifies the roles of problem gambling symptoms and gambling activity groups in reduced mental wellbeing. Gambling activity groups featuring multiple activities, high spending, and electronic gaming machines (EGMs) were related to problem gambling symptoms. This study shifts the focus from examining how gambling influences specific mental health conditions or symptoms to exploring its impact on overall mental wellbeing. The empirical evidence supports the expansion of targeted, evidence-based strategies beyond treatments to preventive measures that promote mental wellbeing.

Indexed as

Behavior, AddictiveGamblingPsychological Well-BeingPublic HealthSocial GroupAdultAustraliaFemaleHumansMaleMental HealthMiddle AgedYoung AdultGamblingHILDALatent class analysisMental healthPerson-centered approachPublic health

Identifiers

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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.