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Testing if the Problem Gambling Severity Index measures problem gambling consistently across demographic groups and gambling formats

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View Open Access Article View Snapshot Back to Search Results

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Author(s): Azizsoltani, Mana ; Ghaharian, Kasra ; Kraus, Shane W. ; Grubbs, Joshua B.

Journal: International Gambling Studies

Year Published: 2025

Date Added: October 29, 2025

The Problem Gambling Severity Index (PGSI) is widely used measure of problem gambling in the general population. While it is a reliable and valid instrument, questions remain over the measurement invariance (MI) of the PGSI. MI describes the degree to which an instrument consistently measures the same construct (e.g., problem gambling) in different groups of people.

In this study, the researchers assessed the MI of the PGSI in a large sample of US adults who gamble. It was found that the PGSI has strong MI across the tested demographic factors (sex, age, race, income, and education level) and gambling formats (online gambling, sports gambling, and casino gambling). In other words, the PGSI measures the risk of problem gambling in a consistent way across different demographic groups and gambling formats. PGSI scores were found to be similar between men and women. But higher scores were reported by younger adults, people who bet on sports, and people who engaged in online gambling.


Citation: Azizsoltani, M., Ghaharian, K., Kraus, S., & Grubbs, J. (2025). Measurement invariance of the Problem Gambling Severity Index across sociodemographics and gambling modalities. International Gambling Studies. Advance online publication. https://doi.org/10.1080/14459795.2025.2529177

Article DOI: https://doi.org/10.1080/14459795.2025.2529177

Keywords: casino gambling ; gambling disorder ; online gambling ; problem gambling ; Problem Gambling Severity Index (PGSI) ; sports betting

Topics: Gambling Assessment ; Online Gambling ; Sports Betting

Conceptual Framework Factors:   Gambling Types ; Exposure - Gambling Setting ; Types - Structural Characteristics ; Exposure - Accessibility ; Resources - Risk Assessment ; Social - Social Demographics ; Social Factors ; Gambling Resources

Study Design: Secondary Data Analysis

Geographic Coverage: United States of America

Study Population: The data for this study came from two samples that were collected by the researchers and designed to be matched to the census. This study used data from respondents who gambled and had completed the Problem Gambling Severity Index (n = 2,972).

Sampling Procedure: The dataset was drawn from a previous study and consisted of 2,972 adults who gambled and completed the PGSI.

Study Funding:

This study was funded by the Nevada Department of Health and Human Services (NVDHHS).

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