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Clustering Treatment Outcomes in Women with Gambling Disorder
The rising prevalence of gambling disorder (GD) among women has awakened considerable interest in the study of therapeutic outcomes in females. This study aimed to explore profiles of women seeking treatment for GD based on a set of indicators including sociodemographic features, personality traits,...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9653370/ https://www.ncbi.nlm.nih.gov/pubmed/34932187 http://dx.doi.org/10.1007/s10899-021-10092-5 |
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author | Lara-Huallipe, Milagros Lizbeth Granero, Roser Fernández-Aranda, Fernando Gómez-Peña, Mónica Moragas, Laura del Pino-Gutierrez, Amparo Valenciano-Mendoza, Eduardo Mora-Maltas, Bernat Baenas, Isabel Etxandi, Mikel Menchón, José M. Jiménez-Murcia, Susana |
author_facet | Lara-Huallipe, Milagros Lizbeth Granero, Roser Fernández-Aranda, Fernando Gómez-Peña, Mónica Moragas, Laura del Pino-Gutierrez, Amparo Valenciano-Mendoza, Eduardo Mora-Maltas, Bernat Baenas, Isabel Etxandi, Mikel Menchón, José M. Jiménez-Murcia, Susana |
author_sort | Lara-Huallipe, Milagros Lizbeth |
collection | PubMed |
description | The rising prevalence of gambling disorder (GD) among women has awakened considerable interest in the study of therapeutic outcomes in females. This study aimed to explore profiles of women seeking treatment for GD based on a set of indicators including sociodemographic features, personality traits, clinical state at baseline, and cognitive behavioral therapy (CBT) outcomes. Two-step clustering, an agglomerative hierarchical classification system, was applied to a sample of n = 163 women of ages ranging from 20 to 73 years-old, consecutively attended to by a clinical unit specialized in the treatment of G. Three mutually exclusive clusters were identified. Cluster C1 (n = 67, 41.1%) included the highest proportion of married, occupationally active patients within the highest social status index. This cluster was characterized by medium GD severity levels, the best psychopathological functioning, and the highest mean in the self-directedness trait. C1 registered 0% dropouts and only 14.9% relapse. Cluster C2 (n = 63; 38.7%) was characterized by the lowest GD severity, medium scores for psychopathological measures and a high risk of dropout during CBT. Cluster C3 (n = 33; 20.2%) registered the highest GD severity, the worst psychopathological state, the lowest self-directedness level and the highest harm-avoidance level, as well as the highest risk of relapse. These results provide new evidence regarding the heterogeneity of women diagnosed with GD and treated with CBT, based on the profile at pre- and post-treatment. Person-centered treatments should include specific strategies aimed at increasing self-esteem, emotional regulation capacities and self-control of GD women. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10899-021-10092-5. |
format | Online Article Text |
id | pubmed-9653370 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-96533702022-11-15 Clustering Treatment Outcomes in Women with Gambling Disorder Lara-Huallipe, Milagros Lizbeth Granero, Roser Fernández-Aranda, Fernando Gómez-Peña, Mónica Moragas, Laura del Pino-Gutierrez, Amparo Valenciano-Mendoza, Eduardo Mora-Maltas, Bernat Baenas, Isabel Etxandi, Mikel Menchón, José M. Jiménez-Murcia, Susana J Gambl Stud Original Paper The rising prevalence of gambling disorder (GD) among women has awakened considerable interest in the study of therapeutic outcomes in females. This study aimed to explore profiles of women seeking treatment for GD based on a set of indicators including sociodemographic features, personality traits, clinical state at baseline, and cognitive behavioral therapy (CBT) outcomes. Two-step clustering, an agglomerative hierarchical classification system, was applied to a sample of n = 163 women of ages ranging from 20 to 73 years-old, consecutively attended to by a clinical unit specialized in the treatment of G. Three mutually exclusive clusters were identified. Cluster C1 (n = 67, 41.1%) included the highest proportion of married, occupationally active patients within the highest social status index. This cluster was characterized by medium GD severity levels, the best psychopathological functioning, and the highest mean in the self-directedness trait. C1 registered 0% dropouts and only 14.9% relapse. Cluster C2 (n = 63; 38.7%) was characterized by the lowest GD severity, medium scores for psychopathological measures and a high risk of dropout during CBT. Cluster C3 (n = 33; 20.2%) registered the highest GD severity, the worst psychopathological state, the lowest self-directedness level and the highest harm-avoidance level, as well as the highest risk of relapse. These results provide new evidence regarding the heterogeneity of women diagnosed with GD and treated with CBT, based on the profile at pre- and post-treatment. Person-centered treatments should include specific strategies aimed at increasing self-esteem, emotional regulation capacities and self-control of GD women. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10899-021-10092-5. Springer US 2021-12-21 2022 /pmc/articles/PMC9653370/ /pubmed/34932187 http://dx.doi.org/10.1007/s10899-021-10092-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Paper Lara-Huallipe, Milagros Lizbeth Granero, Roser Fernández-Aranda, Fernando Gómez-Peña, Mónica Moragas, Laura del Pino-Gutierrez, Amparo Valenciano-Mendoza, Eduardo Mora-Maltas, Bernat Baenas, Isabel Etxandi, Mikel Menchón, José M. Jiménez-Murcia, Susana Clustering Treatment Outcomes in Women with Gambling Disorder |
title | Clustering Treatment Outcomes in Women with Gambling Disorder |
title_full | Clustering Treatment Outcomes in Women with Gambling Disorder |
title_fullStr | Clustering Treatment Outcomes in Women with Gambling Disorder |
title_full_unstemmed | Clustering Treatment Outcomes in Women with Gambling Disorder |
title_short | Clustering Treatment Outcomes in Women with Gambling Disorder |
title_sort | clustering treatment outcomes in women with gambling disorder |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9653370/ https://www.ncbi.nlm.nih.gov/pubmed/34932187 http://dx.doi.org/10.1007/s10899-021-10092-5 |
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