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Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort
AIM: Evidence indicates most people were resilient to the impact of the COVID-19 pandemic on mental health. However, evidence also suggests the pandemic effect on mental health may be heterogeneous. Therefore, we aimed to identify groups of trajectories of common mental disorders’ (CMD) symptoms ass...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483303/ https://www.ncbi.nlm.nih.gov/pubmed/36114857 http://dx.doi.org/10.1007/s00127-022-02365-0 |
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author | Fatori, Daniel Suen, Paulo Bacchi, Pedro Afonso, Leonardo Klein, Izio Cavendish, Beatriz A. Lee, Younga H. Liu, Zhaowen Bauermeister, Joshua Moreno, Marina L. Viana, Maria Carmen Goulart, Alessandra C. Santos, Itamar S. Bauermeister, Sarah Smoller, Jordan Lotufo, Paulo Benseñor, Isabela M. Brunoni, André R. |
author_facet | Fatori, Daniel Suen, Paulo Bacchi, Pedro Afonso, Leonardo Klein, Izio Cavendish, Beatriz A. Lee, Younga H. Liu, Zhaowen Bauermeister, Joshua Moreno, Marina L. Viana, Maria Carmen Goulart, Alessandra C. Santos, Itamar S. Bauermeister, Sarah Smoller, Jordan Lotufo, Paulo Benseñor, Isabela M. Brunoni, André R. |
author_sort | Fatori, Daniel |
collection | PubMed |
description | AIM: Evidence indicates most people were resilient to the impact of the COVID-19 pandemic on mental health. However, evidence also suggests the pandemic effect on mental health may be heterogeneous. Therefore, we aimed to identify groups of trajectories of common mental disorders’ (CMD) symptoms assessed before (2017–19) and during the COVID-19 pandemic (2020–2021), and to investigate predictors of trajectories. METHODS: We assessed 2,705 participants of the ELSA-Brasil COVID-19 Mental Health Cohort study who reported Clinical Interview Scheduled-Revised (CIS-R) data in 2017–19 and Depression Anxiety Stress Scale-21 (DASS-21) data in May–July 2020, July–September 2020, October–December 2020, and April–June 2021. We used an equi-percentile approach to link the CIS-R total score in 2017–19 with the DASS-21 total score. Group-based trajectory modeling was used to identify CMD trajectories and adjusted multinomial logistic regression was used to investigate predictors of trajectories. RESULTS: Six groups of CMD symptoms trajectories were identified: low symptoms (17.6%), low-decreasing symptoms (13.7%), low-increasing symptoms (23.9%), moderate-decreasing symptoms (16.8%), low-increasing symptoms (23.3%), severe-decreasing symptoms (4.7%). The severe-decreasing trajectory was characterized by age < 60 years, female sex, low family income, sedentary behavior, previous mental disorders, and the experience of adverse events in life. LIMITATIONS: Pre-pandemic characteristics were associated with lack of response to assessments. Our occupational cohort sample is not representative. CONCLUSION: More than half of the sample presented low levels of CMD symptoms. Predictors of trajectories could be used to detect individuals at-risk for presenting CMD symptoms in the context of global adverse events. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00127-022-02365-0. |
format | Online Article Text |
id | pubmed-9483303 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-94833032022-09-19 Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort Fatori, Daniel Suen, Paulo Bacchi, Pedro Afonso, Leonardo Klein, Izio Cavendish, Beatriz A. Lee, Younga H. Liu, Zhaowen Bauermeister, Joshua Moreno, Marina L. Viana, Maria Carmen Goulart, Alessandra C. Santos, Itamar S. Bauermeister, Sarah Smoller, Jordan Lotufo, Paulo Benseñor, Isabela M. Brunoni, André R. Soc Psychiatry Psychiatr Epidemiol Original Paper AIM: Evidence indicates most people were resilient to the impact of the COVID-19 pandemic on mental health. However, evidence also suggests the pandemic effect on mental health may be heterogeneous. Therefore, we aimed to identify groups of trajectories of common mental disorders’ (CMD) symptoms assessed before (2017–19) and during the COVID-19 pandemic (2020–2021), and to investigate predictors of trajectories. METHODS: We assessed 2,705 participants of the ELSA-Brasil COVID-19 Mental Health Cohort study who reported Clinical Interview Scheduled-Revised (CIS-R) data in 2017–19 and Depression Anxiety Stress Scale-21 (DASS-21) data in May–July 2020, July–September 2020, October–December 2020, and April–June 2021. We used an equi-percentile approach to link the CIS-R total score in 2017–19 with the DASS-21 total score. Group-based trajectory modeling was used to identify CMD trajectories and adjusted multinomial logistic regression was used to investigate predictors of trajectories. RESULTS: Six groups of CMD symptoms trajectories were identified: low symptoms (17.6%), low-decreasing symptoms (13.7%), low-increasing symptoms (23.9%), moderate-decreasing symptoms (16.8%), low-increasing symptoms (23.3%), severe-decreasing symptoms (4.7%). The severe-decreasing trajectory was characterized by age < 60 years, female sex, low family income, sedentary behavior, previous mental disorders, and the experience of adverse events in life. LIMITATIONS: Pre-pandemic characteristics were associated with lack of response to assessments. Our occupational cohort sample is not representative. CONCLUSION: More than half of the sample presented low levels of CMD symptoms. Predictors of trajectories could be used to detect individuals at-risk for presenting CMD symptoms in the context of global adverse events. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00127-022-02365-0. Springer Berlin Heidelberg 2022-09-17 2022 /pmc/articles/PMC9483303/ /pubmed/36114857 http://dx.doi.org/10.1007/s00127-022-02365-0 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 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 Fatori, Daniel Suen, Paulo Bacchi, Pedro Afonso, Leonardo Klein, Izio Cavendish, Beatriz A. Lee, Younga H. Liu, Zhaowen Bauermeister, Joshua Moreno, Marina L. Viana, Maria Carmen Goulart, Alessandra C. Santos, Itamar S. Bauermeister, Sarah Smoller, Jordan Lotufo, Paulo Benseñor, Isabela M. Brunoni, André R. Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort |
title | Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort |
title_full | Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort |
title_fullStr | Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort |
title_full_unstemmed | Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort |
title_short | Trajectories of common mental disorders symptoms before and during the COVID-19 pandemic: findings from the ELSA-Brasil COVID-19 Mental Health Cohort |
title_sort | trajectories of common mental disorders symptoms before and during the covid-19 pandemic: findings from the elsa-brasil covid-19 mental health cohort |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483303/ https://www.ncbi.nlm.nih.gov/pubmed/36114857 http://dx.doi.org/10.1007/s00127-022-02365-0 |
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