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Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city
BACKGROUND: Mental resources such as optimism and social support are important to face different stressors. The aim of this study is to identify groups in the population that are similar in terms of their mental resources. METHODS: For this purpose, a randomly selected general population community s...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10510265/ https://www.ncbi.nlm.nih.gov/pubmed/37730594 http://dx.doi.org/10.1186/s12889-023-16714-4 |
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author | Khachatryan, Kristine Otten, Daniëlle Beutel, Manfred E. Speerforck, Sven Riedel-Heller, Steffi G. Ulke, Christine Brähler, Elmar |
author_facet | Khachatryan, Kristine Otten, Daniëlle Beutel, Manfred E. Speerforck, Sven Riedel-Heller, Steffi G. Ulke, Christine Brähler, Elmar |
author_sort | Khachatryan, Kristine |
collection | PubMed |
description | BACKGROUND: Mental resources such as optimism and social support are important to face different stressors. The aim of this study is to identify groups in the population that are similar in terms of their mental resources. METHODS: For this purpose, a randomly selected general population community sample was used, representative for the city of Leipzig, Germany. In a two-stage process, three clusters were identified using hierarchical cluster analysis and the K-means method and then tested with a multinomial logistic regression analysis for differences in sociodemographic characteristics. RESULTS: Three clusters were identified which vary in their extent of social support and optimism. In distinguishing between those with higher and lower (medium or poor) mental resources, male gender, unemployment, being born abroad and low household income are risk factors for having fewer mental resources. Internal migrants from West Germany and persons with children at home have a higher chance of being in the type with good mental resources. The groups with medium and lower mental resources differ significantly only by variables living with a partner and employment. CONCLUSION: Our results indicate that good mental resources are associated with good mental health. Special mental health care programs, focusing in particular on the needs of vulnerable groups with poor mental resources within a society, should be implemented. |
format | Online Article Text |
id | pubmed-10510265 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105102652023-09-21 Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city Khachatryan, Kristine Otten, Daniëlle Beutel, Manfred E. Speerforck, Sven Riedel-Heller, Steffi G. Ulke, Christine Brähler, Elmar BMC Public Health Research BACKGROUND: Mental resources such as optimism and social support are important to face different stressors. The aim of this study is to identify groups in the population that are similar in terms of their mental resources. METHODS: For this purpose, a randomly selected general population community sample was used, representative for the city of Leipzig, Germany. In a two-stage process, three clusters were identified using hierarchical cluster analysis and the K-means method and then tested with a multinomial logistic regression analysis for differences in sociodemographic characteristics. RESULTS: Three clusters were identified which vary in their extent of social support and optimism. In distinguishing between those with higher and lower (medium or poor) mental resources, male gender, unemployment, being born abroad and low household income are risk factors for having fewer mental resources. Internal migrants from West Germany and persons with children at home have a higher chance of being in the type with good mental resources. The groups with medium and lower mental resources differ significantly only by variables living with a partner and employment. CONCLUSION: Our results indicate that good mental resources are associated with good mental health. Special mental health care programs, focusing in particular on the needs of vulnerable groups with poor mental resources within a society, should be implemented. BioMed Central 2023-09-20 /pmc/articles/PMC10510265/ /pubmed/37730594 http://dx.doi.org/10.1186/s12889-023-16714-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Khachatryan, Kristine Otten, Daniëlle Beutel, Manfred E. Speerforck, Sven Riedel-Heller, Steffi G. Ulke, Christine Brähler, Elmar Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city |
title | Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city |
title_full | Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city |
title_fullStr | Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city |
title_full_unstemmed | Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city |
title_short | Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city |
title_sort | mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large german city |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10510265/ https://www.ncbi.nlm.nih.gov/pubmed/37730594 http://dx.doi.org/10.1186/s12889-023-16714-4 |
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