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Excess mortality during the COVID-19 pandemic and its spatial distribution in the state of Pernambuco, Brazil: an ecological study
To investigate excess mortality during the COVID-19 pandemic and its spatial distribution in Pernambuco, Brazil. This was an ecological, descriptive and analytical study of deaths, by municipality, recorded on the Mortality Information System, in 2020 and 2021. Excess mortality was measured by compa...
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Published in: | Epidemiologia e serviços de saúde 2024-01, Vol.33, p.e20231014 |
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description | To investigate excess mortality during the COVID-19 pandemic and its spatial distribution in Pernambuco, Brazil.
This was an ecological, descriptive and analytical study of deaths, by municipality, recorded on the Mortality Information System, in 2020 and 2021. Excess mortality was measured by comparing observed and expected deaths, the latter estimated by calculating standardized mortality ratio (SMR). SMR and respective confidence intervals (95%CI) were calculated. Spatial analysis was performed by calculating the Global and Local Moran Index.
Excess mortality was 20.6% and 27.5%, respectively, in 2020 and 2021, with positive spatial correlation (p-value < 0.05). More populous municipalities (2020: SMR = 1.26; 95%CI 1.24;1.27 and 2021: SMR = 1.34; 95%CI 1.32;1.34), more developed municipalities (2020: SMR = 1.43; 95%CI 1.41;1.44 and 2021: SMR = 1.51;95%CI 1.50;1.53) and municipalities in the Sertão region (2020:SMR = 1.31;95%CI 1.30;1.33 and 2021: SMR = 1.44; 95%CI 1.42;1.46) showed greater excess deaths.
Excess mortality coincided with peak periods of COVID-19 transmission. |
doi_str_mv | 10.1590/S2237-96222024v33e20231014.en |
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This was an ecological, descriptive and analytical study of deaths, by municipality, recorded on the Mortality Information System, in 2020 and 2021. Excess mortality was measured by comparing observed and expected deaths, the latter estimated by calculating standardized mortality ratio (SMR). SMR and respective confidence intervals (95%CI) were calculated. Spatial analysis was performed by calculating the Global and Local Moran Index.
Excess mortality was 20.6% and 27.5%, respectively, in 2020 and 2021, with positive spatial correlation (p-value < 0.05). More populous municipalities (2020: SMR = 1.26; 95%CI 1.24;1.27 and 2021: SMR = 1.34; 95%CI 1.32;1.34), more developed municipalities (2020: SMR = 1.43; 95%CI 1.41;1.44 and 2021: SMR = 1.51;95%CI 1.50;1.53) and municipalities in the Sertão region (2020:SMR = 1.31;95%CI 1.30;1.33 and 2021: SMR = 1.44; 95%CI 1.42;1.46) showed greater excess deaths.
Excess mortality coincided with peak periods of COVID-19 transmission.</description><identifier>ISSN: 1679-4974</identifier><identifier>ISSN: 2237-9622</identifier><identifier>EISSN: 2237-9622</identifier><identifier>DOI: 10.1590/S2237-96222024v33e20231014.en</identifier><identifier>PMID: 39082583</identifier><language>eng</language><publisher>Brazil: Secretaria de Vigilância em Saúde e Ambiente - Ministério da Saúde do Brasil</publisher><subject>Brazil - epidemiology ; Cities - epidemiology ; COVID-19 ; COVID-19 - epidemiology ; COVID-19 - mortality ; Ecological Studies ; Excess Mortality ; HEALTH CARE SCIENCES & SERVICES ; HEALTH POLICY & SERVICES ; Humans ; INFECTIOUS DISEASES ; MEDICINE, GENERAL & INTERNAL ; Mortality - trends ; Original ; Pandemics ; Proportional Mortality Ratio ; Spatial Analysis</subject><ispartof>Epidemiologia e serviços de saúde, 2024-01, Vol.33, p.e20231014</ispartof><rights>This work is licensed under a Creative Commons Attribution 4.0 International License.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c411t-3f5a425cde01a3bd3d2165787c1b25f5677d4fe143fed673c3036e97b116ec203</cites><orcidid>0000-0003-1344-2863 ; 0000-0002-2502-7643 ; 0000-0002-0161-7729 ; 0000-0003-0823-7494 ; 0000-0003-2337-9925</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11295266/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11295266/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,24150,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39082583$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Silva, Letícia Moreira</creatorcontrib><creatorcontrib>Silva, Amanda Priscila de Santana Cabral</creatorcontrib><creatorcontrib>Galvão, Maria Helena Rodrigues</creatorcontrib><creatorcontrib>Silva, Ana Lúcia Andrade da</creatorcontrib><creatorcontrib>Maia, Lívia Teixeira de Souza</creatorcontrib><title>Excess mortality during the COVID-19 pandemic and its spatial distribution in the state of Pernambuco, Brazil: an ecological study</title><title>Epidemiologia e serviços de saúde</title><addtitle>Epidemiol Serv Saude</addtitle><description>To investigate excess mortality during the COVID-19 pandemic and its spatial distribution in Pernambuco, Brazil.
This was an ecological, descriptive and analytical study of deaths, by municipality, recorded on the Mortality Information System, in 2020 and 2021. Excess mortality was measured by comparing observed and expected deaths, the latter estimated by calculating standardized mortality ratio (SMR). SMR and respective confidence intervals (95%CI) were calculated. Spatial analysis was performed by calculating the Global and Local Moran Index.
Excess mortality was 20.6% and 27.5%, respectively, in 2020 and 2021, with positive spatial correlation (p-value < 0.05). More populous municipalities (2020: SMR = 1.26; 95%CI 1.24;1.27 and 2021: SMR = 1.34; 95%CI 1.32;1.34), more developed municipalities (2020: SMR = 1.43; 95%CI 1.41;1.44 and 2021: SMR = 1.51;95%CI 1.50;1.53) and municipalities in the Sertão region (2020:SMR = 1.31;95%CI 1.30;1.33 and 2021: SMR = 1.44; 95%CI 1.42;1.46) showed greater excess deaths.
Excess mortality coincided with peak periods of COVID-19 transmission.</description><subject>Brazil - epidemiology</subject><subject>Cities - epidemiology</subject><subject>COVID-19</subject><subject>COVID-19 - epidemiology</subject><subject>COVID-19 - mortality</subject><subject>Ecological Studies</subject><subject>Excess Mortality</subject><subject>HEALTH CARE SCIENCES & SERVICES</subject><subject>HEALTH POLICY & SERVICES</subject><subject>Humans</subject><subject>INFECTIOUS DISEASES</subject><subject>MEDICINE, GENERAL & INTERNAL</subject><subject>Mortality - trends</subject><subject>Original</subject><subject>Pandemics</subject><subject>Proportional Mortality Ratio</subject><subject>Spatial Analysis</subject><issn>1679-4974</issn><issn>2237-9622</issn><issn>2237-9622</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVUl1rFDEUHUSxS-1fkLwIPjhrvibZEUR0rbpQqODHa8gkd7ZZMpNtkimuj_5y0912afNyIPeec09yT1W9InhOmha__UEpk3UrKKWY8hvGoCAjmPA5jE-q2bH8tJoRIduat5KfVGcpbXA5DZeEkufVCWvxgjYLNqv-nf8xkBIaQszau7xDdopuXKN8BWh5-Xv1uSYt2urRwuAMKohcTihtdXbaI-tSjq6bsgsjcuOelbLOgEKPvkMc9dBNJrxBn6L-6_y7IoDABB_WzhR6ypPdvaie9donOLvD0-rXl_Ofy2_1xeXX1fLjRW04IblmfaM5bYwFTDTrLLOUiEYupCEdbfpGSGl5D4SzHqyQzDDMBLSyI0SAoZidVquDrg16o7bRDTruVNBO7S9CXCsdszMeVKNpyynQDjrKTYe1BCoaywXrtNT8Vmt-0ErGgQ9qE6byVp_UfkPqfkPlzwnGlMhC-HAgbKduAGtgzFH7Ry4eV0Z3pdbhRhFC24YKURRe3ynEcD1BympwyYD3eoQwJcXwQrAFxZiX1veHVhNDShH64xyC1W2QVHpk82GQFIyF__Kh2SP7PjbsP5mXxDo</recordid><startdate>20240101</startdate><enddate>20240101</enddate><creator>Silva, Letícia Moreira</creator><creator>Silva, Amanda Priscila de Santana Cabral</creator><creator>Galvão, Maria Helena Rodrigues</creator><creator>Silva, Ana Lúcia Andrade da</creator><creator>Maia, Lívia Teixeira de Souza</creator><general>Secretaria de Vigilância em Saúde e Ambiente - Ministério da Saúde do Brasil</general><general>Ministério da Saúde do Brasil</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><scope>GPN</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-1344-2863</orcidid><orcidid>https://orcid.org/0000-0002-2502-7643</orcidid><orcidid>https://orcid.org/0000-0002-0161-7729</orcidid><orcidid>https://orcid.org/0000-0003-0823-7494</orcidid><orcidid>https://orcid.org/0000-0003-2337-9925</orcidid></search><sort><creationdate>20240101</creationdate><title>Excess mortality during the COVID-19 pandemic and its spatial distribution in the state of Pernambuco, Brazil: an ecological study</title><author>Silva, Letícia Moreira ; Silva, Amanda Priscila de Santana Cabral ; Galvão, Maria Helena Rodrigues ; Silva, Ana Lúcia Andrade da ; Maia, Lívia Teixeira de Souza</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c411t-3f5a425cde01a3bd3d2165787c1b25f5677d4fe143fed673c3036e97b116ec203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Brazil - epidemiology</topic><topic>Cities - epidemiology</topic><topic>COVID-19</topic><topic>COVID-19 - epidemiology</topic><topic>COVID-19 - mortality</topic><topic>Ecological Studies</topic><topic>Excess Mortality</topic><topic>HEALTH CARE SCIENCES & SERVICES</topic><topic>HEALTH POLICY & SERVICES</topic><topic>Humans</topic><topic>INFECTIOUS DISEASES</topic><topic>MEDICINE, GENERAL & INTERNAL</topic><topic>Mortality - trends</topic><topic>Original</topic><topic>Pandemics</topic><topic>Proportional Mortality Ratio</topic><topic>Spatial Analysis</topic><toplevel>online_resources</toplevel><creatorcontrib>Silva, Letícia Moreira</creatorcontrib><creatorcontrib>Silva, Amanda Priscila de Santana Cabral</creatorcontrib><creatorcontrib>Galvão, Maria Helena Rodrigues</creatorcontrib><creatorcontrib>Silva, Ana Lúcia Andrade da</creatorcontrib><creatorcontrib>Maia, Lívia Teixeira de Souza</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><collection>SciELO</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Epidemiologia e serviços de saúde</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Silva, Letícia Moreira</au><au>Silva, Amanda Priscila de Santana Cabral</au><au>Galvão, Maria Helena Rodrigues</au><au>Silva, Ana Lúcia Andrade da</au><au>Maia, Lívia Teixeira de Souza</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Excess mortality during the COVID-19 pandemic and its spatial distribution in the state of Pernambuco, Brazil: an ecological study</atitle><jtitle>Epidemiologia e serviços de saúde</jtitle><addtitle>Epidemiol Serv Saude</addtitle><date>2024-01-01</date><risdate>2024</risdate><volume>33</volume><spage>e20231014</spage><pages>e20231014-</pages><issn>1679-4974</issn><issn>2237-9622</issn><eissn>2237-9622</eissn><abstract>To investigate excess mortality during the COVID-19 pandemic and its spatial distribution in Pernambuco, Brazil.
This was an ecological, descriptive and analytical study of deaths, by municipality, recorded on the Mortality Information System, in 2020 and 2021. Excess mortality was measured by comparing observed and expected deaths, the latter estimated by calculating standardized mortality ratio (SMR). SMR and respective confidence intervals (95%CI) were calculated. Spatial analysis was performed by calculating the Global and Local Moran Index.
Excess mortality was 20.6% and 27.5%, respectively, in 2020 and 2021, with positive spatial correlation (p-value < 0.05). More populous municipalities (2020: SMR = 1.26; 95%CI 1.24;1.27 and 2021: SMR = 1.34; 95%CI 1.32;1.34), more developed municipalities (2020: SMR = 1.43; 95%CI 1.41;1.44 and 2021: SMR = 1.51;95%CI 1.50;1.53) and municipalities in the Sertão region (2020:SMR = 1.31;95%CI 1.30;1.33 and 2021: SMR = 1.44; 95%CI 1.42;1.46) showed greater excess deaths.
Excess mortality coincided with peak periods of COVID-19 transmission.</abstract><cop>Brazil</cop><pub>Secretaria de Vigilância em Saúde e Ambiente - Ministério da Saúde do Brasil</pub><pmid>39082583</pmid><doi>10.1590/S2237-96222024v33e20231014.en</doi><orcidid>https://orcid.org/0000-0003-1344-2863</orcidid><orcidid>https://orcid.org/0000-0002-2502-7643</orcidid><orcidid>https://orcid.org/0000-0002-0161-7729</orcidid><orcidid>https://orcid.org/0000-0003-0823-7494</orcidid><orcidid>https://orcid.org/0000-0003-2337-9925</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Brazil - epidemiology Cities - epidemiology COVID-19 COVID-19 - epidemiology COVID-19 - mortality Ecological Studies Excess Mortality HEALTH CARE SCIENCES & SERVICES HEALTH POLICY & SERVICES Humans INFECTIOUS DISEASES MEDICINE, GENERAL & INTERNAL Mortality - trends Original Pandemics Proportional Mortality Ratio Spatial Analysis |
title | Excess mortality during the COVID-19 pandemic and its spatial distribution in the state of Pernambuco, Brazil: an ecological study |
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