Evidence map›Paper›PMID 41128992›Full record

ArticleJournal of gambling studies2026

Self-Labelling, Causal Attributions and Perceived Stigma in People Negatively Affected by Gambling.

Tyler McGinlay, Paul Delfabbro, Daniel King

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

3 authors.

Tyler McGinlaySchool of Psychology, University of Adelaide, Adelaide, SA, Australia.
Paul DelfabbroSchool of Psychology, University of Adelaide, Adelaide, SA, Australia. Paul.delfabbro@adelaide.edu.au.ORCID http://orcid.org/0000-0002-0466-5611
Daniel KingCollege of Education, Psychology and Social Work, Flinders University, Adelaide, SA, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined self-labelling, stigma and causal attributions in a sample of 300 people who had currently, or previously experienced, substantial gambling-related problems. Specific aims were to compare people's use of more clinical labels with public health labels relating to gambling harm and to examine whether stigma was stronger in people who made more internal attributions and who adopted clinical labels. The results showed that people rarely adopted public health terminology relating to gambling harm either in self-description or when referring themselves to others. Clinical terms (addicted, problem, compulsive) were commonly endorsed as self-labels, but only 'addicted' was commonly used when referring to themselves to others. Stigma and clinical labelling were stronger when people had more severe gambling problems, but stigma did not independently predict clinical label use and was lower if people made more internal attributions (i.e., gambling caused by their own actions). The findings support the importance of individual preferences and the careful use of appropriate language in public contexts to reduce stigma, but question whether the current emphasis on harm-related labels and the preoccupation in some papers with some clinical labels for gambling disorder may be misplaced.

Indexed as

Behavior, AddictiveGamblingSelf ConceptSocial StigmaStereotypingAdultFemaleHumansInternal-External ControlMaleMiddle AgedSurveys and QuestionnairesAttributionsLabellingProblem gamblingStigma

Identifiers

PMID41128992
PMCPMC13009137

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.