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A network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings
BACKGROUND: Difficulties in emotion regulation (DER) are widely considered to underlie anxiety and depression. Given the prevalence of anxiety and depression in adolescents and the fact that adolescence is a key period for the development of emotion regulation ability, it is important to examine how...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9945357/ https://www.ncbi.nlm.nih.gov/pubmed/36814344 http://dx.doi.org/10.1186/s13034-023-00574-2 |
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author | Ruan, Qian-Nan Chen, Yu-Hsin Yan, Wen-Jing |
author_facet | Ruan, Qian-Nan Chen, Yu-Hsin Yan, Wen-Jing |
author_sort | Ruan, Qian-Nan |
collection | PubMed |
description | BACKGROUND: Difficulties in emotion regulation (DER) are widely considered to underlie anxiety and depression. Given the prevalence of anxiety and depression in adolescents and the fact that adolescence is a key period for the development of emotion regulation ability, it is important to examine how DER is related to anxiety and depression in adolescents in clinical settings. METHODS: In the present study, we assessed 209 adolescents in clinical settings using the Difficulties in Emotion Regulation Scale (DERS) and the Hospital Anxiety and Depression Scale (HADS) and examined the associations between six components of DER and 14 symptoms of anxiety and depression. We used network analysis, constructed circular and multidimensional scaling (MDS) networks, and calculated network centrality, bridge centrality, and stability of centrality indices. RESULTS: The results showed that: (1) The global centrality index shows that the Strategy component (i.e., lack of access to strategies) is the center in the whole network, ranking highest in strength, closeness, betweenness, and expected influence. (2) The MDS network showed a closeness of anxiety and depression symptoms, while Awareness component (i.e., lack of emotional awareness) stayed away from other DER components, but Awareness is close to some depression symptoms. (3) The bridge nodes of three groups, Strategy from DERS, Worry and Relax from anxiety symptoms, and Cheerful and Slow from depression symptoms, had the strongest relationships with the other groups. CONCLUSION: Lack of access to strategies remains in the center not only in DER but also in the DER-anxiety-depression network, while lack of awareness is close to depression but not to anxiety. Worrying thoughts and inability to relax are the bridging symptoms for anxiety, while lack of cheerful emotions and slowing down are the bridging symptoms for depression. These findings suggest that making emotion regulation strategies more accessible to patients and reducing these bridging symptoms may yield the greatest rewards for anxiety and depression therapy. |
format | Online Article Text |
id | pubmed-9945357 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99453572023-02-23 A network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings Ruan, Qian-Nan Chen, Yu-Hsin Yan, Wen-Jing Child Adolesc Psychiatry Ment Health Research BACKGROUND: Difficulties in emotion regulation (DER) are widely considered to underlie anxiety and depression. Given the prevalence of anxiety and depression in adolescents and the fact that adolescence is a key period for the development of emotion regulation ability, it is important to examine how DER is related to anxiety and depression in adolescents in clinical settings. METHODS: In the present study, we assessed 209 adolescents in clinical settings using the Difficulties in Emotion Regulation Scale (DERS) and the Hospital Anxiety and Depression Scale (HADS) and examined the associations between six components of DER and 14 symptoms of anxiety and depression. We used network analysis, constructed circular and multidimensional scaling (MDS) networks, and calculated network centrality, bridge centrality, and stability of centrality indices. RESULTS: The results showed that: (1) The global centrality index shows that the Strategy component (i.e., lack of access to strategies) is the center in the whole network, ranking highest in strength, closeness, betweenness, and expected influence. (2) The MDS network showed a closeness of anxiety and depression symptoms, while Awareness component (i.e., lack of emotional awareness) stayed away from other DER components, but Awareness is close to some depression symptoms. (3) The bridge nodes of three groups, Strategy from DERS, Worry and Relax from anxiety symptoms, and Cheerful and Slow from depression symptoms, had the strongest relationships with the other groups. CONCLUSION: Lack of access to strategies remains in the center not only in DER but also in the DER-anxiety-depression network, while lack of awareness is close to depression but not to anxiety. Worrying thoughts and inability to relax are the bridging symptoms for anxiety, while lack of cheerful emotions and slowing down are the bridging symptoms for depression. These findings suggest that making emotion regulation strategies more accessible to patients and reducing these bridging symptoms may yield the greatest rewards for anxiety and depression therapy. BioMed Central 2023-02-22 /pmc/articles/PMC9945357/ /pubmed/36814344 http://dx.doi.org/10.1186/s13034-023-00574-2 Text en © The Author(s) 2023 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 Ruan, Qian-Nan Chen, Yu-Hsin Yan, Wen-Jing A network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings |
title | A network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings |
title_full | A network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings |
title_fullStr | A network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings |
title_full_unstemmed | A network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings |
title_short | A network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings |
title_sort | network analysis of difficulties in emotion regulation, anxiety, and depression for adolescents in clinical settings |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9945357/ https://www.ncbi.nlm.nih.gov/pubmed/36814344 http://dx.doi.org/10.1186/s13034-023-00574-2 |
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