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Adolescent psychopathology and psychological wellbeing: a network analysis approach
BACKGROUND: The extent to which psychological wellbeing may play a preventive and therapeutic role in the development and maintenance of adolescent emotional disorders depends, in part, on the nature of the overlap between these two constructs. We estimated network analysis to examine the relationsh...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8254923/ https://www.ncbi.nlm.nih.gov/pubmed/34217254 http://dx.doi.org/10.1186/s12888-021-03331-x |
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author | Campbell, Stephanie Osborn, Tom L. |
author_facet | Campbell, Stephanie Osborn, Tom L. |
author_sort | Campbell, Stephanie |
collection | PubMed |
description | BACKGROUND: The extent to which psychological wellbeing may play a preventive and therapeutic role in the development and maintenance of adolescent emotional disorders depends, in part, on the nature of the overlap between these two constructs. We estimated network analysis to examine the relationship between adolescent psychopathology (measured by depression and anxiety symptoms) and psychological wellbeing (measured by happiness, optimism, social support, perceived control, and gratitude). METHODS: This was a cross-sectional study with a large community sample of Kenyan adolescents (N = 2192, aged 13–18). Network analyses were conducted to examine the topology, stability, centrality, and bridge nodes of a network of psychopathology and psychological wellbeing measures. RESULTS: Two distinct community clusters emerged, one for psychopathology nodes and another for wellbeing nodes, suggesting that these are two distinct but connected concepts. Central and bridge nodes of the wellbeing and psychopathology network were identified. The most central nodes in the network were family provides emotional help and support and self-blame; the strongest negative edges between psychopathology and psychological wellbeing were depressed mood—I love life and irritability—I am a joyful person; the main bridge nodes were family helps me and I can talk to family about problems. CONCLUSIONS: Our findings expand understanding of the relationship between psychopathology and wellbeing in an understudied population and are suggestive of how psychological wellbeing can inform psychopathological treatment and preventive efforts in low-income regions such as those in Sub Saharan Africa. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-021-03331-x. |
format | Online Article Text |
id | pubmed-8254923 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82549232021-07-06 Adolescent psychopathology and psychological wellbeing: a network analysis approach Campbell, Stephanie Osborn, Tom L. BMC Psychiatry Research Article BACKGROUND: The extent to which psychological wellbeing may play a preventive and therapeutic role in the development and maintenance of adolescent emotional disorders depends, in part, on the nature of the overlap between these two constructs. We estimated network analysis to examine the relationship between adolescent psychopathology (measured by depression and anxiety symptoms) and psychological wellbeing (measured by happiness, optimism, social support, perceived control, and gratitude). METHODS: This was a cross-sectional study with a large community sample of Kenyan adolescents (N = 2192, aged 13–18). Network analyses were conducted to examine the topology, stability, centrality, and bridge nodes of a network of psychopathology and psychological wellbeing measures. RESULTS: Two distinct community clusters emerged, one for psychopathology nodes and another for wellbeing nodes, suggesting that these are two distinct but connected concepts. Central and bridge nodes of the wellbeing and psychopathology network were identified. The most central nodes in the network were family provides emotional help and support and self-blame; the strongest negative edges between psychopathology and psychological wellbeing were depressed mood—I love life and irritability—I am a joyful person; the main bridge nodes were family helps me and I can talk to family about problems. CONCLUSIONS: Our findings expand understanding of the relationship between psychopathology and wellbeing in an understudied population and are suggestive of how psychological wellbeing can inform psychopathological treatment and preventive efforts in low-income regions such as those in Sub Saharan Africa. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-021-03331-x. BioMed Central 2021-07-03 /pmc/articles/PMC8254923/ /pubmed/34217254 http://dx.doi.org/10.1186/s12888-021-03331-x 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/) . 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 Article Campbell, Stephanie Osborn, Tom L. Adolescent psychopathology and psychological wellbeing: a network analysis approach |
title | Adolescent psychopathology and psychological wellbeing: a network analysis approach |
title_full | Adolescent psychopathology and psychological wellbeing: a network analysis approach |
title_fullStr | Adolescent psychopathology and psychological wellbeing: a network analysis approach |
title_full_unstemmed | Adolescent psychopathology and psychological wellbeing: a network analysis approach |
title_short | Adolescent psychopathology and psychological wellbeing: a network analysis approach |
title_sort | adolescent psychopathology and psychological wellbeing: a network analysis approach |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8254923/ https://www.ncbi.nlm.nih.gov/pubmed/34217254 http://dx.doi.org/10.1186/s12888-021-03331-x |
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