Evidence map›Paper›PMID 41428139›Full record

ArticleJournal of gambling studies2026

Problem Gambling Transmission. An Eight-wave Longitudinal Study on Problem Gambling Among Affected Others.

Emmi Kauppila, Sari Hautamäki, Iina Savolainen, Sari Castrén, Richard Velleman, Atte Oksanen

Abstract read
In one paragraph

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Emmi KauppilaFaculty of Social Sciences, Tampere University, Tampere, Finland. emmi.kauppila@tuni.fi.ORCID http://orcid.org/0000-0001-8158-923X
Sari HautamäkiFaculty of Social Sciences, Tampere University, Tampere, Finland.ORCID http://orcid.org/0009-0002-6479-1596
Iina SavolainenFaculty of Social Sciences, Tampere University, Tampere, Finland.ORCID http://orcid.org/0000-0002-8811-965X
Sari CastrénFinnish Institute for Health and Welfare, Health and Well-Being Promotion Unit, Helsinki, Finland.ORCID http://orcid.org/0000-0003-0492-9610
Richard VellemanDepartment of Psychology, University of Bath, Bath, UK.ORCID http://orcid.org/0000-0003-0012-9704
Atte OksanenFaculty of Social Sciences, Tampere University, Tampere, Finland.ORCID http://orcid.org/0000-0003-4143-5580

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is growing recognition that those close to someone with problem gambling experience stress and strain. Research suggests they may also be at risk of developing gambling problems themselves, but this remains an underexplored area. The present study examined how exposure to problem gambling within family or friend networks relates to affected others' own gambling, and whether strong social connections reduce this risk. Using an eight-wave longitudinal dataset (N = 1530) with hybrid multilevel regression modeling, we analyzed within-person and between-person effects of exposure to a family member's or friend's problem gambling on affected others' own gambling. We further examined the protective role of social connectedness to family and friends. Gambling problems were assessed with the Problem Gambling Severity Index (PGSI) and social relationships with the Social and Emotional Loneliness Scale for Adults (SELSA). Results indicated that individuals were more likely to develop problem gambling when they reported that a family member or a friend had gambling problems. Strong family relationships buffered against this risk, whereas friendships did not provide the same protection. These findings suggest that social relationships play an important role in shaping problem gambling among affected others and highlight the need to consider family and peer contexts in prevention and intervention strategies.

Indexed as

FamilyFriendsGamblingInterpersonal RelationsAdultFamily RelationsFemaleHumansLonelinessLongitudinal StudiesMaleMiddle AgedSocial SupportAffected othersConcerned significant othersProblem gamblingSocial connectedness

Identifiers

PMID41428139
PMCPMC13009000

What OpenQuestion holds

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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 OpenQuestion graph.