Evidence map›Paper›PMID 42090066›Full record

ArticleJournal of gambling studies2026

Development and Validation of the Gambling Impact Scale for Families.

Ikumi Hijikata

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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.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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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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

1 author.

Ikumi HijikataFaculty of Education, Ibaraki University, Mito, Japan. ikumi.hijikata.sc15@vc.ibaraki.ac.jp.ORCID http://orcid.org/0009-0003-8715-591X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to develop the Gambling Impact Scale (GIS), an instrument designed to assess the multidimensional burden experienced by family members affected by gambling problems, and to examine its validity and reliability. A web-based survey was conducted with two independent samples of affected family members. Exploratory factor analysis (EFA) was performed on Sample 1 (n = 162) using maximum likelihood estimation and promax rotation to refine an initial item pool. A confirmatory factor analysis (CFA) was conducted on a separate and larger sample (Sample 2, n = 416) to validate the factor structure. The analyses supported a five-factor structure comprising 24 items: Psychological Distress, Economic Damage, Communication Problems and Distrust, Denial and Aggressive Attitudes from the Person with Gambling Problems, and Aggressive Feelings and Attitudes Toward the Person with Gambling Problems. All subscales demonstrated high internal consistency (Cronbach's alpha = 0.83-0.93). The CFA results indicated an acceptable model fit (CFI = 0.938, RMSEA = 0.079). Construct validity was examined through associations with a codependency scale completed by family members, as well as by comparing GIS scores according to participation in family support groups. Significant group differences were observed, with participants who had engaged in support for one year or longer reporting lower levels of family burden. The scale offers a comprehensive assessment of the emotional, financial, and relational burdens experienced by affected family members. It may serve as a useful tool for identifying support needs and evaluating outcomes of family-based interventions. Future research should examine its responsiveness to changes over time and consider broader applications across different cultural contexts.

Indexed as

Family impactGambling disorderPsychological burdenScale development

Identifiers

PMID42090066

What OpenQuestion holds

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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.