Impacts of mental health in the sleep pattern of healthcare professionals during the COVID-19 pandemic in Brazil
After >2 years of the Coronavirus Disease-19 (COVID-19) pandemic, it is well established how sleep symptoms are rising, especially among healthcare workers (HCW). The aim of this study is to evaluate what features are associated with sleep disturbances in the HCW population. Cross-sectional and l...
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Veröffentlicht in: | Journal of affective disorders 2023-02, Vol.323, p.472-481 |
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creator | dos Santos Alves Maria, Gustavo de Oliveira Serpa, Alexandre Luiz de Medeiros Chaves Ferreira, Clarice de Andrade, Vitor Douglas Rodrigues Hansen Ferreira, Alessandra de Souza Costa, Danielle Paim Diaz, Alexandre da Silva, Antônio Geraldo Marques de Miranda, Débora Nicolato, Rodrigo Fernandes Malloy-Diniz, Leandro |
description | After >2 years of the Coronavirus Disease-19 (COVID-19) pandemic, it is well established how sleep symptoms are rising, especially among healthcare workers (HCW). The aim of this study is to evaluate what features are associated with sleep disturbances in the HCW population.
Cross-sectional and longitudinal analysis of social and clinical variables associated with sleep problems and insomnia incidence in HCW in a large, national-level cohort. The measurement of sleep problems was assessed by self-report using Jenkins Sleep Scale (JSS). A multivariate analysis was used in the cross-sectional design and generalized linear models were used in the longitudinal design.
10,467 HCW were analyzed in the cross-sectional analysis, 3313 participants were analyzed in the three timepoints of the study. Sex, previously diagnosed mental illness and frontline work with COVID-19 were associated with higher scores in JSS in the univariate analysis. In the multivariate analysis, only previous diagnosis of mental illness was related with sleep difficulties, especially previously diagnosed insomnia. The longitudinal analysis concluded that previous diagnosis of mental illnesses was associated with higher levels of insomnia development (OR = 11.62). The self-reported disorders found to be major risk factors were addiction (OR = 7.69), generalized anxiety disorder (OR = 3.67), social anxiety (OR = 2.21) and bipolar disorder (OR = 2.21).
Attrition bias.
Previous diagnosis of mental illness was strongly related to insomnia development in HCW during the COVID-19 pandemic. Strategies that focus on this population are advised.
•Sleep disturbances vary among healthcare workers.•Poor sleep during COVID-19 is strongly related to previous diagnosis of insomnia.•The strongest predictor of insomnia during COVID-19 was previous mental illness.•Strategies may be directed to professionals at higher risk of sleep disturbances. |
doi_str_mv | 10.1016/j.jad.2022.11.082 |
format | Article |
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Cross-sectional and longitudinal analysis of social and clinical variables associated with sleep problems and insomnia incidence in HCW in a large, national-level cohort. The measurement of sleep problems was assessed by self-report using Jenkins Sleep Scale (JSS). A multivariate analysis was used in the cross-sectional design and generalized linear models were used in the longitudinal design.
10,467 HCW were analyzed in the cross-sectional analysis, 3313 participants were analyzed in the three timepoints of the study. Sex, previously diagnosed mental illness and frontline work with COVID-19 were associated with higher scores in JSS in the univariate analysis. In the multivariate analysis, only previous diagnosis of mental illness was related with sleep difficulties, especially previously diagnosed insomnia. The longitudinal analysis concluded that previous diagnosis of mental illnesses was associated with higher levels of insomnia development (OR = 11.62). The self-reported disorders found to be major risk factors were addiction (OR = 7.69), generalized anxiety disorder (OR = 3.67), social anxiety (OR = 2.21) and bipolar disorder (OR = 2.21).
Attrition bias.
Previous diagnosis of mental illness was strongly related to insomnia development in HCW during the COVID-19 pandemic. Strategies that focus on this population are advised.
•Sleep disturbances vary among healthcare workers.•Poor sleep during COVID-19 is strongly related to previous diagnosis of insomnia.•The strongest predictor of insomnia during COVID-19 was previous mental illness.•Strategies may be directed to professionals at higher risk of sleep disturbances.</description><identifier>ISSN: 0165-0327</identifier><identifier>EISSN: 1573-2517</identifier><identifier>DOI: 10.1016/j.jad.2022.11.082</identifier><identifier>PMID: 36455718</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Anxiety - psychology ; Brazil - epidemiology ; COVID-19 ; COVID-19 - epidemiology ; Cross-Sectional Studies ; Delivery of Health Care ; Depression - psychology ; Health Personnel - psychology ; Health professionals ; Humans ; Insomnia ; Mental Health ; Mental illness ; Pandemics ; Research Paper ; SARS-CoV-2 ; Sleep ; Sleep Initiation and Maintenance Disorders - epidemiology</subject><ispartof>Journal of affective disorders, 2023-02, Vol.323, p.472-481</ispartof><rights>2022 Elsevier B.V.</rights><rights>Copyright © 2022 Elsevier B.V. All rights reserved.</rights><rights>2022 Published by Elsevier B.V. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c451t-8001163f6d67935107aba7bdc733bb6293f916ac6598cb00b245d6e043b79dae3</citedby><cites>FETCH-LOGICAL-c451t-8001163f6d67935107aba7bdc733bb6293f916ac6598cb00b245d6e043b79dae3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0165032722013428$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36455718$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>dos Santos Alves Maria, Gustavo</creatorcontrib><creatorcontrib>de Oliveira Serpa, Alexandre Luiz</creatorcontrib><creatorcontrib>de Medeiros Chaves Ferreira, Clarice</creatorcontrib><creatorcontrib>de Andrade, Vitor Douglas</creatorcontrib><creatorcontrib>Rodrigues Hansen Ferreira, Alessandra</creatorcontrib><creatorcontrib>de Souza Costa, Danielle</creatorcontrib><creatorcontrib>Paim Diaz, Alexandre</creatorcontrib><creatorcontrib>da Silva, Antônio Geraldo</creatorcontrib><creatorcontrib>Marques de Miranda, Débora</creatorcontrib><creatorcontrib>Nicolato, Rodrigo</creatorcontrib><creatorcontrib>Fernandes Malloy-Diniz, Leandro</creatorcontrib><title>Impacts of mental health in the sleep pattern of healthcare professionals during the COVID-19 pandemic in Brazil</title><title>Journal of affective disorders</title><addtitle>J Affect Disord</addtitle><description>After >2 years of the Coronavirus Disease-19 (COVID-19) pandemic, it is well established how sleep symptoms are rising, especially among healthcare workers (HCW). The aim of this study is to evaluate what features are associated with sleep disturbances in the HCW population.
Cross-sectional and longitudinal analysis of social and clinical variables associated with sleep problems and insomnia incidence in HCW in a large, national-level cohort. The measurement of sleep problems was assessed by self-report using Jenkins Sleep Scale (JSS). A multivariate analysis was used in the cross-sectional design and generalized linear models were used in the longitudinal design.
10,467 HCW were analyzed in the cross-sectional analysis, 3313 participants were analyzed in the three timepoints of the study. Sex, previously diagnosed mental illness and frontline work with COVID-19 were associated with higher scores in JSS in the univariate analysis. In the multivariate analysis, only previous diagnosis of mental illness was related with sleep difficulties, especially previously diagnosed insomnia. The longitudinal analysis concluded that previous diagnosis of mental illnesses was associated with higher levels of insomnia development (OR = 11.62). The self-reported disorders found to be major risk factors were addiction (OR = 7.69), generalized anxiety disorder (OR = 3.67), social anxiety (OR = 2.21) and bipolar disorder (OR = 2.21).
Attrition bias.
Previous diagnosis of mental illness was strongly related to insomnia development in HCW during the COVID-19 pandemic. Strategies that focus on this population are advised.
•Sleep disturbances vary among healthcare workers.•Poor sleep during COVID-19 is strongly related to previous diagnosis of insomnia.•The strongest predictor of insomnia during COVID-19 was previous mental illness.•Strategies may be directed to professionals at higher risk of sleep disturbances.</description><subject>Anxiety - psychology</subject><subject>Brazil - epidemiology</subject><subject>COVID-19</subject><subject>COVID-19 - epidemiology</subject><subject>Cross-Sectional Studies</subject><subject>Delivery of Health Care</subject><subject>Depression - psychology</subject><subject>Health Personnel - psychology</subject><subject>Health professionals</subject><subject>Humans</subject><subject>Insomnia</subject><subject>Mental Health</subject><subject>Mental illness</subject><subject>Pandemics</subject><subject>Research Paper</subject><subject>SARS-CoV-2</subject><subject>Sleep</subject><subject>Sleep Initiation and Maintenance Disorders - epidemiology</subject><issn>0165-0327</issn><issn>1573-2517</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kU-P0zAQxS0EYruFD8AF-cglwWPHdiMkJCgsVFppL8DVcuzJ1lXiBDtdCT49Ll1WcOE0h_m9N38eIS-A1cBAvT7UB-trzjivAWq24Y_ICqQWFZegH5NVYWTFBNcX5DLnA2NMtZo9JRdCNVJq2KzIvBtn65ZMp56OGBc70D3aYdnTEOmyR5oHxJnOdlkwxRN1bjubkM5p6jHnMEU7ZOqPKcTb36Ltzbfdhwraoosex-BObu-T_RmGZ-RJX2h8fl_X5OvVxy_bz9X1zafd9t115RoJS7VhDECJXnmlWyGBadtZ3Xmnheg6xVvRt6CsU7LduI6xjjfSK2SN6HTrLYo1eXv2nY_diN6V25IdzJzCaNMPM9lg_u3EsDe3050pH5JldjF4dW-Qpu9HzIsZQ3Y4DDbidMyG60aJFnhZZU3gjLo05ZywfxgDzJySMgdTkjKnpAyAKUkVzcu_93tQ_ImmAG_OAJYv3QVMJruA0aEPCd1i_BT-Y_8Lsi2kzA</recordid><startdate>20230215</startdate><enddate>20230215</enddate><creator>dos Santos Alves Maria, Gustavo</creator><creator>de Oliveira Serpa, Alexandre Luiz</creator><creator>de Medeiros Chaves Ferreira, Clarice</creator><creator>de Andrade, Vitor Douglas</creator><creator>Rodrigues Hansen Ferreira, Alessandra</creator><creator>de Souza Costa, Danielle</creator><creator>Paim Diaz, Alexandre</creator><creator>da Silva, Antônio Geraldo</creator><creator>Marques de Miranda, Débora</creator><creator>Nicolato, Rodrigo</creator><creator>Fernandes Malloy-Diniz, Leandro</creator><general>Elsevier B.V</general><general>Published by Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20230215</creationdate><title>Impacts of mental health in the sleep pattern of healthcare professionals during the COVID-19 pandemic in Brazil</title><author>dos Santos Alves Maria, Gustavo ; de Oliveira Serpa, Alexandre Luiz ; de Medeiros Chaves Ferreira, Clarice ; de Andrade, Vitor Douglas ; Rodrigues Hansen Ferreira, Alessandra ; de Souza Costa, Danielle ; Paim Diaz, Alexandre ; da Silva, Antônio Geraldo ; Marques de Miranda, Débora ; Nicolato, Rodrigo ; Fernandes Malloy-Diniz, Leandro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c451t-8001163f6d67935107aba7bdc733bb6293f916ac6598cb00b245d6e043b79dae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Anxiety - psychology</topic><topic>Brazil - epidemiology</topic><topic>COVID-19</topic><topic>COVID-19 - epidemiology</topic><topic>Cross-Sectional Studies</topic><topic>Delivery of Health Care</topic><topic>Depression - psychology</topic><topic>Health Personnel - psychology</topic><topic>Health professionals</topic><topic>Humans</topic><topic>Insomnia</topic><topic>Mental Health</topic><topic>Mental illness</topic><topic>Pandemics</topic><topic>Research Paper</topic><topic>SARS-CoV-2</topic><topic>Sleep</topic><topic>Sleep Initiation and Maintenance Disorders - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>dos Santos Alves Maria, Gustavo</creatorcontrib><creatorcontrib>de Oliveira Serpa, Alexandre Luiz</creatorcontrib><creatorcontrib>de Medeiros Chaves Ferreira, Clarice</creatorcontrib><creatorcontrib>de Andrade, Vitor Douglas</creatorcontrib><creatorcontrib>Rodrigues Hansen Ferreira, Alessandra</creatorcontrib><creatorcontrib>de Souza Costa, Danielle</creatorcontrib><creatorcontrib>Paim Diaz, Alexandre</creatorcontrib><creatorcontrib>da Silva, Antônio Geraldo</creatorcontrib><creatorcontrib>Marques de Miranda, Débora</creatorcontrib><creatorcontrib>Nicolato, Rodrigo</creatorcontrib><creatorcontrib>Fernandes Malloy-Diniz, Leandro</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of affective disorders</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>dos Santos Alves Maria, Gustavo</au><au>de Oliveira Serpa, Alexandre Luiz</au><au>de Medeiros Chaves Ferreira, Clarice</au><au>de Andrade, Vitor Douglas</au><au>Rodrigues Hansen Ferreira, Alessandra</au><au>de Souza Costa, Danielle</au><au>Paim Diaz, Alexandre</au><au>da Silva, Antônio Geraldo</au><au>Marques de Miranda, Débora</au><au>Nicolato, Rodrigo</au><au>Fernandes Malloy-Diniz, Leandro</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Impacts of mental health in the sleep pattern of healthcare professionals during the COVID-19 pandemic in Brazil</atitle><jtitle>Journal of affective disorders</jtitle><addtitle>J Affect Disord</addtitle><date>2023-02-15</date><risdate>2023</risdate><volume>323</volume><spage>472</spage><epage>481</epage><pages>472-481</pages><issn>0165-0327</issn><eissn>1573-2517</eissn><abstract>After >2 years of the Coronavirus Disease-19 (COVID-19) pandemic, it is well established how sleep symptoms are rising, especially among healthcare workers (HCW). The aim of this study is to evaluate what features are associated with sleep disturbances in the HCW population.
Cross-sectional and longitudinal analysis of social and clinical variables associated with sleep problems and insomnia incidence in HCW in a large, national-level cohort. The measurement of sleep problems was assessed by self-report using Jenkins Sleep Scale (JSS). A multivariate analysis was used in the cross-sectional design and generalized linear models were used in the longitudinal design.
10,467 HCW were analyzed in the cross-sectional analysis, 3313 participants were analyzed in the three timepoints of the study. Sex, previously diagnosed mental illness and frontline work with COVID-19 were associated with higher scores in JSS in the univariate analysis. In the multivariate analysis, only previous diagnosis of mental illness was related with sleep difficulties, especially previously diagnosed insomnia. The longitudinal analysis concluded that previous diagnosis of mental illnesses was associated with higher levels of insomnia development (OR = 11.62). The self-reported disorders found to be major risk factors were addiction (OR = 7.69), generalized anxiety disorder (OR = 3.67), social anxiety (OR = 2.21) and bipolar disorder (OR = 2.21).
Attrition bias.
Previous diagnosis of mental illness was strongly related to insomnia development in HCW during the COVID-19 pandemic. Strategies that focus on this population are advised.
•Sleep disturbances vary among healthcare workers.•Poor sleep during COVID-19 is strongly related to previous diagnosis of insomnia.•The strongest predictor of insomnia during COVID-19 was previous mental illness.•Strategies may be directed to professionals at higher risk of sleep disturbances.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>36455718</pmid><doi>10.1016/j.jad.2022.11.082</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Anxiety - psychology Brazil - epidemiology COVID-19 COVID-19 - epidemiology Cross-Sectional Studies Delivery of Health Care Depression - psychology Health Personnel - psychology Health professionals Humans Insomnia Mental Health Mental illness Pandemics Research Paper SARS-CoV-2 Sleep Sleep Initiation and Maintenance Disorders - epidemiology |
title | Impacts of mental health in the sleep pattern of healthcare professionals during the COVID-19 pandemic in Brazil |
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