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Examination of the Problem Gambling Severity Index for Use with Older Adults: A Rasch Model Approach
Research and prevalence studies commonly use the nine-item Problem Gambling Severity Index (PGSI; Ferris and Wynne in The Canadian Problem Gambling Index, 2001) to measure problem gambling severity in older adults. However, the appropriateness of the PGSI for use with older adults must be evaluated...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10075176/ https://www.ncbi.nlm.nih.gov/pubmed/35778585 http://dx.doi.org/10.1007/s10899-022-10138-2 |
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author | Gorenko, Julie A. Konnert, Candace A. |
author_facet | Gorenko, Julie A. Konnert, Candace A. |
author_sort | Gorenko, Julie A. |
collection | PubMed |
description | Research and prevalence studies commonly use the nine-item Problem Gambling Severity Index (PGSI; Ferris and Wynne in The Canadian Problem Gambling Index, 2001) to measure problem gambling severity in older adults. However, the appropriateness of the PGSI for use with older adults must be evaluated to ensure accurate interpretation of scores. This study evaluated the PGSI with older adults that gamble using a Rasch model approach, which has not yet been examined in the literature. Data from the Quinte Longitudinal Study (Wiiliams et al. in The Quinte Longitudinal Study of Gambling and Problem Gambling 2006–2011, Bay of Quinte region, Ontario [Canada] (V28), 2014) were utilized, accessed through the Gambling Research Exchange of Ontario (GREO). Using WINSTEPS.V5, a Rasch rating scale model was applied to an older adult sample from Ontario, Canada (n = 571, M(age) = 66, range = 60–80 +) to assess: (1) the dimensionality and fit between individual PGSI items and the underlying latent construct of problem gambling; (2) utility of items and response options; and (3) potential differential item functioning (DIF) between genders. Using a larger sample (N = 3206, M(age) = 45, range = 18–80 +), DIF was examined across three age subgroups. Results supported unidimensionality of the PGSI and item polarity (r(pm) range = 0.42–0.85). Infit and outfit statistics showed mixed model misfit for three items. The use of three response options were deemed productive for measurement, but almost always was not frequently endorsed. Model-person separation (1.00) and reliability (0.50) were poor, and model-item separation (6.12) and reliability (0.97) were excellent. There was no significant DIF between older adults by gender. Three items showed significant DIF between older and younger adults. Possible modifications to improve the PGSI for use with older adults are discussed. |
format | Online Article Text |
id | pubmed-10075176 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-100751762023-04-06 Examination of the Problem Gambling Severity Index for Use with Older Adults: A Rasch Model Approach Gorenko, Julie A. Konnert, Candace A. J Gambl Stud Original Paper Research and prevalence studies commonly use the nine-item Problem Gambling Severity Index (PGSI; Ferris and Wynne in The Canadian Problem Gambling Index, 2001) to measure problem gambling severity in older adults. However, the appropriateness of the PGSI for use with older adults must be evaluated to ensure accurate interpretation of scores. This study evaluated the PGSI with older adults that gamble using a Rasch model approach, which has not yet been examined in the literature. Data from the Quinte Longitudinal Study (Wiiliams et al. in The Quinte Longitudinal Study of Gambling and Problem Gambling 2006–2011, Bay of Quinte region, Ontario [Canada] (V28), 2014) were utilized, accessed through the Gambling Research Exchange of Ontario (GREO). Using WINSTEPS.V5, a Rasch rating scale model was applied to an older adult sample from Ontario, Canada (n = 571, M(age) = 66, range = 60–80 +) to assess: (1) the dimensionality and fit between individual PGSI items and the underlying latent construct of problem gambling; (2) utility of items and response options; and (3) potential differential item functioning (DIF) between genders. Using a larger sample (N = 3206, M(age) = 45, range = 18–80 +), DIF was examined across three age subgroups. Results supported unidimensionality of the PGSI and item polarity (r(pm) range = 0.42–0.85). Infit and outfit statistics showed mixed model misfit for three items. The use of three response options were deemed productive for measurement, but almost always was not frequently endorsed. Model-person separation (1.00) and reliability (0.50) were poor, and model-item separation (6.12) and reliability (0.97) were excellent. There was no significant DIF between older adults by gender. Three items showed significant DIF between older and younger adults. Possible modifications to improve the PGSI for use with older adults are discussed. Springer US 2022-07-01 2023 /pmc/articles/PMC10075176/ /pubmed/35778585 http://dx.doi.org/10.1007/s10899-022-10138-2 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Paper Gorenko, Julie A. Konnert, Candace A. Examination of the Problem Gambling Severity Index for Use with Older Adults: A Rasch Model Approach |
title | Examination of the Problem Gambling Severity Index for Use with Older Adults: A Rasch Model Approach |
title_full | Examination of the Problem Gambling Severity Index for Use with Older Adults: A Rasch Model Approach |
title_fullStr | Examination of the Problem Gambling Severity Index for Use with Older Adults: A Rasch Model Approach |
title_full_unstemmed | Examination of the Problem Gambling Severity Index for Use with Older Adults: A Rasch Model Approach |
title_short | Examination of the Problem Gambling Severity Index for Use with Older Adults: A Rasch Model Approach |
title_sort | examination of the problem gambling severity index for use with older adults: a rasch model approach |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10075176/ https://www.ncbi.nlm.nih.gov/pubmed/35778585 http://dx.doi.org/10.1007/s10899-022-10138-2 |
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