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Persistent versus episodic at-risk gambling on the Problem Gambling Severity Index

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View Abstract View Snapshot Back to Search Results

snapshot summaries


Author(s): Murch, W. Spencer ; Scheurich, Rebecca ; Monson, Eva ; French, Martin ; Kairouz, Sylvia

Journal: Journal of Gambling Studies

Year Published: 2025

Date Added: August 30, 2025

The Problem Gambling Severity Index (PGSI) is the most commonly used measure to assess problem gambling in the general population. Although the PGSI has been validated in many studies, it has been suggested that unique subgroups may exist within the moderate-risk category (scores of 3–7). In this study, the researchers further assessed the moderate-risk category of the PGSI. Survey data were collected from 18,494 users of a provincial gambling website in Canada.

A total of 3,932 respondents scored in the moderate-risk category. Three unique clusters were identified and labelled ‘possibly episodic’, ‘specific problems’, and ‘intermediate cases’. People in the ‘possibly episodic’ cluster tended to report more problem gambling that occurred sometimes, whereas those in the ‘specific problems’ cluster tended to report fewer problems that occurred more frequently. The ‘intermediate cases’ showed a pattern of responses between the two. Group differences were found on education, employment, and financial well-being. The findings suggest that there is more variability within the moderate-risk category than initially believed.


Citation: Murch, W. S., Scheurich, R., Monson, E., French, M., & Kairouz, S. (2025). Distinguishing persistent versus episodic clusters of at-risk respondents on the Problem Gambling Severity Index. Journal of Gambling Studies. Advance online publication. https://doi.org/10.1007/s10899-025-10386-y

Article DOI: https://doi.org/10.1007/s10899-025-10386-y

Keywords: at-risk ; gambling disorder ; problem gambling ; Problem Gambling Severity Index (PGSI)

Topics: Gambling Assessment

Conceptual Framework Factors:   Resources - Risk Assessment ; Gambling Resources

Study Design: Descriptive: Survey

Geographic Coverage: Canada

Study Population: The data for this study were collected through two surveys of users of lotoquebec.com, a provincial online gambling website (N = 18,494).

Sampling Procedure: The final sample consisted of responses from 18,494 users of lotoquebec.com who answered the PGSI. Data were collected in 2019 and 2022 through surveymonkey.com, and then combined. No compensation was provided for participation.

Study Funding:

The study was funded by the Research Chair on Gambling and l’équipe Jeu responsable à l’ère numérique (the Mise sur toi Foundation; Fonds de recherche du Québec—Société et Culture).

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    • Funding Opportunities
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    • Conceptual Framework of Harmful Gambling
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    • Evidence Centre
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