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The impact of the COVID-19 pandemic and associated control measures on the mental health of the general population: a systematic review and dose-response meta-analysis

The impact of the COVID-19 pandemic and associated control measures on the mental health of the general population: a systematic review and dose-response meta-analysis
The impact of the COVID-19 pandemic and associated control measures on the mental health of the general population: a systematic review and dose-response meta-analysis
Background: to what extent the COVID-19 pandemic and its containment measures influenced mental health in the general population is still unclear.Purpose: to assess the trajectory of mental health symptoms during the first year of the pandemic and examine dose–response relations with characteristics of the pandemic and its containment.Data Sources: relevant articles were identified from the living evidence database of the COVID-19 Open Access Project, which indexes COVID-19–related publications from MEDLINE via PubMed, Embase via Ovid, and PsycInfo. Preprint publications were not considered.Study Selection: longitudinal studies that reported data on the general population's mental health using validated scales and that were published before 31 March 2021 were eligible.Data Extraction: an international crowd of 109 trained reviewers screened references and extracted study characteristics, participant characteristics, and symptom scores at each timepoint. Data were also included for the following country-specific variables: days since the first case of SARS-CoV-2 infection, the stringency of governmental containment measures, and the cumulative numbers of cases and deaths.Data Synthesis: in a total of 43 studies (331 628 participants), changes in symptoms of psychological distress, sleep disturbances, and mental well-being varied substantially across studies. On average, depression and anxiety symptoms worsened in the first 2 months of the pandemic (standardized mean difference at 60 days, −0.39 [95% credible interval, −0.76 to −0.03]); thereafter, the trajectories were heterogeneous. There was a linear association of worsening depression and anxiety with increasing numbers of reported cases of SARS-CoV-2 infection and increasing stringency in governmental measures. Gender, age, country, deprivation, inequalities, risk of bias, and study design did not modify these associations.Limitations: the certainty of the evidence was low because of the high risk of bias in included studies and the large amount of heterogeneity. Stringency measures and surges in cases were strongly correlated and changed over time. The observed associations should not be interpreted as causal relationships.Conclusion: although an initial increase in average symptoms of depression and anxiety and an association between higher numbers of reported cases and more stringent measures were found, changes in mental health symptoms varied substantially across studies after the first 2 months of the pandemic. This suggests that different populations responded differently to the psychological stress generated by the pandemic and its containment measures.Primary Funding Source: Swiss National Science Foundation. (PROSPERO: CRD42020180049)
Humans, Anxiety/epidemiology, COVID-19/epidemiology, Depression/psychology, Mental Health, Pandemics, SARS-CoV-2
0003-4819
1560-1571
Salanti, Georgia
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Peter, Natalie
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Low, Nicola
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Egger, Matthias
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Haas, Andreas D
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Fazel, Seena
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Kessler, Ronald C
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Kieling, Christian
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Salanti, Georgia
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Peter, Natalie
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Tonia, Thomy
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Holloway, Alexander
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White, Ian R
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Kieling, Christian
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De Quervain, Dominique J F
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Patel, Vikram
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Sato, Akira
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Demir, Dicle Dilay
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Wang, Dongfang
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Cortese, Samuele
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Salanti, Georgia, Peter, Natalie and Tonia, Thomy , MHCOVID Crowd Investigators (2022) The impact of the COVID-19 pandemic and associated control measures on the mental health of the general population: a systematic review and dose-response meta-analysis. Annals of Internal Medicine, 175 (11), 1560-1571. (doi:10.7326/M22-1507).

Record type: Article

Abstract

Background: to what extent the COVID-19 pandemic and its containment measures influenced mental health in the general population is still unclear.Purpose: to assess the trajectory of mental health symptoms during the first year of the pandemic and examine dose–response relations with characteristics of the pandemic and its containment.Data Sources: relevant articles were identified from the living evidence database of the COVID-19 Open Access Project, which indexes COVID-19–related publications from MEDLINE via PubMed, Embase via Ovid, and PsycInfo. Preprint publications were not considered.Study Selection: longitudinal studies that reported data on the general population's mental health using validated scales and that were published before 31 March 2021 were eligible.Data Extraction: an international crowd of 109 trained reviewers screened references and extracted study characteristics, participant characteristics, and symptom scores at each timepoint. Data were also included for the following country-specific variables: days since the first case of SARS-CoV-2 infection, the stringency of governmental containment measures, and the cumulative numbers of cases and deaths.Data Synthesis: in a total of 43 studies (331 628 participants), changes in symptoms of psychological distress, sleep disturbances, and mental well-being varied substantially across studies. On average, depression and anxiety symptoms worsened in the first 2 months of the pandemic (standardized mean difference at 60 days, −0.39 [95% credible interval, −0.76 to −0.03]); thereafter, the trajectories were heterogeneous. There was a linear association of worsening depression and anxiety with increasing numbers of reported cases of SARS-CoV-2 infection and increasing stringency in governmental measures. Gender, age, country, deprivation, inequalities, risk of bias, and study design did not modify these associations.Limitations: the certainty of the evidence was low because of the high risk of bias in included studies and the large amount of heterogeneity. Stringency measures and surges in cases were strongly correlated and changed over time. The observed associations should not be interpreted as causal relationships.Conclusion: although an initial increase in average symptoms of depression and anxiety and an association between higher numbers of reported cases and more stringent measures were found, changes in mental health symptoms varied substantially across studies after the first 2 months of the pandemic. This suggests that different populations responded differently to the psychological stress generated by the pandemic and its containment measures.Primary Funding Source: Swiss National Science Foundation. (PROSPERO: CRD42020180049)

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More information

e-pub ahead of print date: 1 November 2022
Keywords: Humans, Anxiety/epidemiology, COVID-19/epidemiology, Depression/psychology, Mental Health, Pandemics, SARS-CoV-2

Identifiers

Local EPrints ID: 477194
URI: http://eprints.soton.ac.uk/id/eprint/477194
ISSN: 0003-4819
PURE UUID: c6d059ae-ed04-4d14-aa0c-150b458a8be4
ORCID for Samuele Cortese: ORCID iD orcid.org/0000-0001-5877-8075

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Date deposited: 01 Jun 2023 16:31
Last modified: 17 Mar 2024 03:37

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Contributors

Author: Georgia Salanti
Author: Natalie Peter
Author: Thomy Tonia
Author: Alexander Holloway
Author: Ian R White
Author: Leila Darwish
Author: Nicola Low
Author: Matthias Egger
Author: Andreas D Haas
Author: Seena Fazel
Author: Ronald C Kessler
Author: Helen Herrman
Author: Christian Kieling
Author: Dominique J F De Quervain
Author: Simone N Vigod
Author: Vikram Patel
Author: Tianjing Li
Author: Pim Cuijpers
Author: Andrea Cipriani
Author: Toshi A Furukawa
Author: Stefan Leucht
Author: Abdulkadir Usman Sambo
Author: Akira Onishi
Author: Akira Sato
Author: Alessandro Rodolico
Author: Ana Cristina de Oliveira Solis
Author: Anastasia Antoniou
Author: Angelika Kapfhammer
Author: Anna Ceraso
Author: Aoife O'Mahony
Author: Aurélie M Lasserre
Author: Aziz Mert Ipekci
Author: Carmen Concerto
Author: Caroline Zangani
Author: Chinonso Igwesi-Chidobe
Author: Christina Diehm
Author: Dicle Dilay Demir
Author: Dongfang Wang
Author: Edoardo Giuseppe Ostinelli
Author: Ethan Sahker
Author: Gabriel Henrique Beraldi
Author: Gamze Erzin
Author: Harrison Nelson
Author: Helio Elkis
Author: Hissei Imai
Author: Hui Wu
Author: Ilias Kamitsis
Author: Ioannis Filis
Author: Panagiotis P Ferentinos
Author: Samuele Cortese ORCID iD
Corporate Author: MHCOVID Crowd Investigators

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