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Validation of the Gambling Problem Recognition Scale
Nolan B Gooding1, Youssef Allami2, David C Hodgins3
1Department of Psychology, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N1N4, Canada. nolan.gooding1@ucalgary.ca.
Journal of Gambling Studies
|August 14, 2026
Summary
The Gambling Problem Recognition Scale (GPRS) is a valid measure for assessing gambling problem recognition. This scale uniquely predicts help-seeking behavior, aiding recovery from gambling problems.
Area of Science:
- Psychology
- Behavioral Science
- Psychometrics
Background:
- Gambling problem recognition is an understudied factor in behavior change.
- Understanding problem recognition is crucial for developing effective interventions for gambling disorders.
Purpose of the Study:
- To psychometrically validate the four-item Gambling Problem Recognition Scale (GPRS).
- To assess the GPRS's ability to predict help-seeking behavior in individuals with gambling problems.
Main Methods:
- Secondary analysis of longitudinal study data.
- Confirmatory factor analysis to evaluate GPRS structure.
- Correlation analyses for convergent and divergent validity.
- Logistic regression to assess incremental validity for help-seeking.
Main Results:
- The GPRS demonstrated a strong single-factor structure, indicating good construct validity.
- GPRS scores correlated significantly with problem gambling severity, harm, and other recognition measures.
- The GPRS uniquely predicted gambling help-seeking, beyond problem severity.
Conclusions:
- The GPRS is a valid and reliable measure of gambling problem recognition.
- Problem recognition is a significant, independent predictor of help-seeking behavior.
- The GPRS can facilitate future research on gambling recovery and intervention.
