Evidence mapPaperPMID 41739766Full record

ArticlePloS one2026

Context matters: A meta-ethnography investigating barriers and facilitators for the effective implementation of gambling harm prevention and reduction policies.

Jani Selin, Lauri Kauppila

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

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Jani SelinDepartment of Healthcare and Social Welfare, Finnish Institute for Health and Welfare, Helsinki, Uusimaa, Finland.ORCID https://orcid.org/0000-0003-1828-3603
Lauri KauppilaDepartment of Healthcare and Social Welfare, Finnish Institute for Health and Welfare, Helsinki, Uusimaa, Finland.ORCID https://orcid.org/0009-0007-7085-3024

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This meta-ethnography investigates how contextual factors influence the implementation and effectiveness of gambling harm prevention and reduction interventions. Despite growing recognition of gambling as a public health concern, many interventions focus on individual responsibility and lack evidence of effectiveness. This study synthesizes qualitative research to examine how social, institutional, and cultural contexts shape seven intervention types: educational campaigns, exclusion programs, availability regulations, spending limits, advertising restrictions, behavioral feedback, and behavioral interruptions. A systematic literature search was conducted across multiple databases (Medline, PsycINFO, SocINDEX, Applied Social Sciences Index and Abstracts, Worldwide Political Science Abstracts, Web of Science, and Google Scholar). A quality appraisal using the CASP checklist identified eight methodologically weak or low-quality studies, which were excluded from the synthesis. Fifty-one peer-reviewed qualitative studies were reviewed, with 37 included in the final synthesis. The findings highlight a core tension between harm prevention and reduction goals and the financial imperatives of gambling revenue. Interventions are variably perceived and implemented depending on context and framing. A lines-of-argument synthesis was used to develop an interpretation across the interventions, indicating that system-level interventions are often weakened by the economic interests of governments and the gambling industry, while individual-level interventions shift responsibility onto gamblers and staff, often resulting in limited effectiveness and unintended consequences such as migration to alternative gambling products. Limited high-quality studies per intervention, few focused on online gambling, and regional bias may affect transferability. This review underscores the need to reframe gambling harm as a systemic issue and to develop context-sensitive public policies that are clearly communicated to target populations. Effective prevention requires countering the gambling industry's framing, which individualizes responsibility, resists regulation, and justifies availability on economic grounds, through strategies integrating systemic regulation, digital prevention tools, and harm-reduction. Policymakers should examine interventions and their assumptions, placing public health above gambling revenue.

Identifiers

PMID41739766
PMCPMC12935266

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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 Socratic graph.