Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry

Detalhes bibliográficos
Autor(a) principal: Souza-Silva, Maira Viana Rego
Data de Publicação: 2022
Outros Autores: Ziegelmann, Patricia Klarmann, Nobre, Vandack, Gomes, Virginia Mara Reis, Etges, Ana Paula Beck da Silva, Schwarzbold, Alexandre Vargas, Nunes, Aline Gabrielle Sousa, Maurílio, Amanda de Oliveira, Scotton, Ana Luiza Bahia Alves, Costa, André Soares de Moura, Glaeser, Andressa Barreto, Farace, Bárbara Lopes, Ribeiro, Bruno Nunes, Ramos, Carolina Marques, Cimini, Christiane Corrêa Rodrigues, de Carvalho, Cíntia Alcantara, Rempel, Claudete, Silveira, Daniel Vitório, Carazai, Daniela dos Reis, Ponce, Daniela [UNESP], Pereira, Elayne Crestani, Kroger, Emanuele Marianne Souza, Manenti, Euler Roberto Fernandes, Cenci, Evelin Paola de Almeida, Lucas, Fernanda Barbosa, dos Santos, Fernanda Costa, Anschau, Fernando, Botoni, Fernando Antonio, Aranha, Fernando Graça, de Aguiar, Filipe Carrilho, Bartolazzi, Frederico, Crestani, Gabriela Petry, Vietta, Giovanna Grunewald, Nascimento, Guilherme Fagundes, Noal, Helena Carolina, Duani, Helena, Vianna, Heloisa Reniers, Guimarães, Henrique Cerqueira, de Alvarenga, Joice Coutinho, Chatkin, José Miguel, de Morais, Júlia Drumond Parreiras, Carvalho, Juliana da Silva Nogueira, Rugolo, Juliana Machado [UNESP], Ruschel, Karen Brasil, Gomes, Lara de Barros Wanderley, de Oliveira, Leonardo Seixas, Zandoná, Liege Barella, Pinheiro, Lílian Santos, Pacheco, Liliane Souto, Menezes, Luanna da Silva Monteiro, Sousa, Lucas de Deus, de Moura, Luis Cesar Souto, Santos, Luisa Elem Almeida, Nasi, Luiz Antonio, Cabral, Máderson Alvares de Souza, Floriani, Maiara Anschau, Souza, Maíra Dias, Carneiro, Marcelo, de Godoy, Mariana Frizzo, Cardoso, Marilia Mastrocolla de Almeida [UNESP], Nogueira, Matheus Carvalho Alves, Lima, Mauro Oscar Soares de Souza, de Figueiredo, Meire Pereira, Guimarães-Júnior, Milton Henriques, Sampaio, Natália da Cunha Severino, de Oliveira, Neimy Ramos, Andrade, Pedro Guido Soares, Assaf, Pedro Ledic, Martelli, Petrônio José de Lima, Martins, Raphael Castro, Valacio, Reginaldo Aparecido, Pozza, Roberta, Menezes, Rochele Mosmann, Mourato, Rodolfo Lucas Silva, de Abreu, Roger Mendes, Silva, Rufino de Freitas, Francisco, Saionara Cristina, Guimarães, Silvana Mangeon Mereilles, Araújo, Silvia Ferreira, Oliveira, Talita Fischer, Kurtz, Tatiana, Fereguetti, Tatiani Oliveira, de Oliveira, Thainara Conceição, Ribeiro, Yara Cristina Neves Marques Barbosa, Ramires, Yuri Carlotto, Polanczyk, Carísi Anne, Marcolino, Milena Soriano
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/s11739-022-03092-9
http://hdl.handle.net/11449/247665
Resumo: The COVID-19 pandemic caused unprecedented pressure over health care systems worldwide. Hospital-level data that may influence the prognosis in COVID-19 patients still needs to be better investigated. Therefore, this study analyzed regional socioeconomic, hospital, and intensive care units (ICU) characteristics associated with in-hospital mortality in COVID-19 patients admitted to Brazilian institutions. This multicenter retrospective cohort study is part of the Brazilian COVID-19 Registry. We enrolled patients ≥ 18 years old with laboratory-confirmed COVID-19 admitted to the participating hospitals from March to September 2020. Patients’ data were obtained through hospital records. Hospitals’ data were collected through forms filled in loco and through open national databases. Generalized linear mixed models with logit link function were used for pooling mortality and to assess the association between hospital characteristics and mortality estimates. We built two models, one tested general hospital characteristics while the other tested ICU characteristics. All analyses were adjusted for the proportion of high-risk patients at admission. Thirty-one hospitals were included. The mean number of beds was 320.4 ± 186.6. These hospitals had eligible 6556 COVID-19 admissions during the study period. Estimated in-hospital mortality ranged from 9.0 to 48.0%. The first model included all 31 hospitals and showed that a private source of funding (β = − 0.37; 95% CI − 0.71 to − 0.04; p = 0.029) and location in areas with a high gross domestic product (GDP) per capita (β = − 0.40; 95% CI − 0.72 to − 0.08; p = 0.014) were independently associated with a lower mortality. The second model included 23 hospitals and showed that hospitals with an ICU work shift composed of more than 50% of intensivists (β = − 0.59; 95% CI − 0.98 to − 0.20; p = 0.003) had lower mortality while hospitals with a higher proportion of less experienced medical professionals had higher mortality (β = 0.40; 95% CI 0.11–0.68; p = 0.006). The impact of those association increased according to the proportion of high-risk patients at admission. In-hospital mortality varied significantly among Brazilian hospitals. Private-funded hospitals and those located in municipalities with a high GDP had a lower mortality. When analyzing ICU-specific characteristics, hospitals with more experienced ICU teams had a reduced mortality.
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spelling Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian RegistryCOVID-19HealthcareHospitalIntensive careMortalityThe COVID-19 pandemic caused unprecedented pressure over health care systems worldwide. Hospital-level data that may influence the prognosis in COVID-19 patients still needs to be better investigated. Therefore, this study analyzed regional socioeconomic, hospital, and intensive care units (ICU) characteristics associated with in-hospital mortality in COVID-19 patients admitted to Brazilian institutions. This multicenter retrospective cohort study is part of the Brazilian COVID-19 Registry. We enrolled patients ≥ 18 years old with laboratory-confirmed COVID-19 admitted to the participating hospitals from March to September 2020. Patients’ data were obtained through hospital records. Hospitals’ data were collected through forms filled in loco and through open national databases. Generalized linear mixed models with logit link function were used for pooling mortality and to assess the association between hospital characteristics and mortality estimates. We built two models, one tested general hospital characteristics while the other tested ICU characteristics. All analyses were adjusted for the proportion of high-risk patients at admission. Thirty-one hospitals were included. The mean number of beds was 320.4 ± 186.6. These hospitals had eligible 6556 COVID-19 admissions during the study period. Estimated in-hospital mortality ranged from 9.0 to 48.0%. The first model included all 31 hospitals and showed that a private source of funding (β = − 0.37; 95% CI − 0.71 to − 0.04; p = 0.029) and location in areas with a high gross domestic product (GDP) per capita (β = − 0.40; 95% CI − 0.72 to − 0.08; p = 0.014) were independently associated with a lower mortality. The second model included 23 hospitals and showed that hospitals with an ICU work shift composed of more than 50% of intensivists (β = − 0.59; 95% CI − 0.98 to − 0.20; p = 0.003) had lower mortality while hospitals with a higher proportion of less experienced medical professionals had higher mortality (β = 0.40; 95% CI 0.11–0.68; p = 0.006). The impact of those association increased according to the proportion of high-risk patients at admission. In-hospital mortality varied significantly among Brazilian hospitals. Private-funded hospitals and those located in municipalities with a high GDP had a lower mortality. When analyzing ICU-specific characteristics, hospitals with more experienced ICU teams had a reduced mortality.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de Minas Gerais (FAPEMIG)Medical School and University Hospital Universidade Federal de Minas Gerais Avenida Professor Alfredo Balena, 190, sala 246, Minas GeraisDepartament of Statistics Universidade Federal Do Rio Grande Do Sul, Rio Grande do SulCentro Universitário de Belo Horizonte (UniBH), Minas GeraisInstitute for Health Technology Assessment (IATS/ CNPq), Rio Grande do SulHospital Universitário de Santa Maria, Rio Grande do SulHospital UNIMED, Minas GeraisHospital São João de Deus, Minas GeraisHospital Regional Antônio Dias, Minas GeraisHospitais da Rede Mater Dei, Minas GeraisHospital Moinhos de Vento, Rio Grande do SulHospital Risoleta Tolentino Neves, Minas GeraisHospital Márcio Cunha, Minas GeraisHospital Júlia Kubistchek, Minas GeraisHospital Santa Rosália, Minas GeraisHospital João XXIII, Minas GeraisUniversidade Do Vale Do Taquari, Rio Grande do SulHospital Nossa Senhora da Conceição, Rio Grande do SulMedical School Universidade Estadual Paulista “Júlio de Mesquita Filho”, São PauloHospital SOS Cárdio, Santa CatarinaHospital Mãe de Deus, Rio Grande do SulHospital Universitário de Canoas, Rio Grande do SulHospital Santo Antônio, Minas GeraisUniversity Hospital Universidade Federal de Pernambuco, PernambucoFaculdade de Ciências Médicas de Minas Gerais University Hospital, Minas GeraisFaculdade de Saúde E Ecologia Humana (FASEH), Minas GeraisHospital São Lucas da Pontifícia Universidade Católica do Rio Grande do Sul (PUC-RS), Rio Grande do SulHospital das Clínicas da Faculdade de Medicina de Botucatu, São PauloUniversidade Federal dos Vales do Jequitinhonha e Mucuri (UFVJM), Minas GeraisHospital Tacchini, Rio Grande do SulCentro Universitário de Patos de Minas, Minas GeraisHospital Metropolitano Odilon Behrens, Minas GeraisHospital Santa Cruz, Rio Grande do SulHospital Eduardo de Menezes, Minas GeraisHospital Semper, Minas GeraisHospital Metropolitano Doutor Célio de Castro, Minas GeraisHospital Bruno Born, Rio Grande do SulUniversidade Federal do Rio Grande do Sul, Rio Grande do SulMedical School Universidade Estadual Paulista “Júlio de Mesquita Filho”, São PauloHospital das Clínicas da Faculdade de Medicina de Botucatu, São PauloCNPq: 465518/2014-1FAPEMIG: APQ-00208-20Universidade Federal de Minas Gerais (UFMG)Universidade Federal Do Rio Grande Do SulCentro Universitário de Belo Horizonte (UniBH)Institute for Health Technology Assessment (IATS/ CNPq)Hospital Universitário de Santa MariaHospital UNIMEDHospital São João de DeusHospital Regional Antônio DiasHospitais da Rede Mater DeiHospital Moinhos de VentoHospital Risoleta Tolentino NevesHospital Márcio CunhaHospital Júlia KubistchekHospital Santa RosáliaHospital João XXIIIUniversidade Do Vale Do TaquariHospital Nossa Senhora da ConceiçãoUniversidade Estadual Paulista (UNESP)Hospital SOS CárdioHospital Mãe de DeusHospital Universitário de CanoasHospital Santo AntônioUniversidade Federal de Pernambuco (UFPE)University HospitalFaculdade de Saúde E Ecologia Humana (FASEH)Hospital São Lucas da Pontifícia Universidade Católica do Rio Grande do Sul (PUC-RS)Universidade Federal de Viçosa (UFV)Hospital TacchiniCentro Universitário de Patos de MinasHospital Metropolitano Odilon BehrensHospital Santa CruzHospital Eduardo de MenezesHospital SemperHospital Metropolitano Doutor Célio de CastroHospital Bruno BornUniversidade Federal do Rio Grande do SulSouza-Silva, Maira Viana RegoZiegelmann, Patricia KlarmannNobre, VandackGomes, Virginia Mara ReisEtges, Ana Paula Beck da SilvaSchwarzbold, Alexandre VargasNunes, Aline Gabrielle SousaMaurílio, Amanda de OliveiraScotton, Ana Luiza Bahia AlvesCosta, André Soares de MouraGlaeser, Andressa BarretoFarace, Bárbara LopesRibeiro, Bruno NunesRamos, Carolina MarquesCimini, Christiane Corrêa Rodriguesde Carvalho, Cíntia AlcantaraRempel, ClaudeteSilveira, Daniel VitórioCarazai, Daniela dos ReisPonce, Daniela [UNESP]Pereira, Elayne CrestaniKroger, Emanuele Marianne SouzaManenti, Euler Roberto FernandesCenci, Evelin Paola de AlmeidaLucas, Fernanda Barbosados Santos, Fernanda CostaAnschau, FernandoBotoni, Fernando AntonioAranha, Fernando Graçade Aguiar, Filipe CarrilhoBartolazzi, FredericoCrestani, Gabriela PetryVietta, Giovanna GrunewaldNascimento, Guilherme FagundesNoal, Helena CarolinaDuani, HelenaVianna, Heloisa ReniersGuimarães, Henrique Cerqueirade Alvarenga, Joice CoutinhoChatkin, José Miguelde Morais, Júlia Drumond ParreirasCarvalho, Juliana da Silva NogueiraRugolo, Juliana Machado [UNESP]Ruschel, Karen BrasilGomes, Lara de Barros Wanderleyde Oliveira, Leonardo SeixasZandoná, Liege BarellaPinheiro, Lílian SantosPacheco, Liliane SoutoMenezes, Luanna da Silva MonteiroSousa, Lucas de Deusde Moura, Luis Cesar SoutoSantos, Luisa Elem AlmeidaNasi, Luiz AntonioCabral, Máderson Alvares de SouzaFloriani, Maiara AnschauSouza, Maíra DiasCarneiro, Marcelode Godoy, Mariana FrizzoCardoso, Marilia Mastrocolla de Almeida [UNESP]Nogueira, Matheus Carvalho AlvesLima, Mauro Oscar Soares de Souzade Figueiredo, Meire PereiraGuimarães-Júnior, Milton HenriquesSampaio, Natália da Cunha Severinode Oliveira, Neimy RamosAndrade, Pedro Guido SoaresAssaf, Pedro LedicMartelli, Petrônio José de LimaMartins, Raphael CastroValacio, Reginaldo AparecidoPozza, RobertaMenezes, Rochele MosmannMourato, Rodolfo Lucas Silvade Abreu, Roger MendesSilva, Rufino de FreitasFrancisco, Saionara CristinaGuimarães, Silvana Mangeon MereillesAraújo, Silvia FerreiraOliveira, Talita FischerKurtz, TatianaFereguetti, Tatiani Oliveirade Oliveira, Thainara ConceiçãoRibeiro, Yara Cristina Neves Marques BarbosaRamires, Yuri CarlottoPolanczyk, Carísi AnneMarcolino, Milena Soriano2023-07-29T13:22:28Z2023-07-29T13:22:28Z2022-11-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article2299-2313http://dx.doi.org/10.1007/s11739-022-03092-9Internal and Emergency Medicine, v. 17, n. 8, p. 2299-2313, 2022.1970-93661828-0447http://hdl.handle.net/11449/24766510.1007/s11739-022-03092-92-s2.0-85138698697Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengInternal and Emergency Medicineinfo:eu-repo/semantics/openAccess2023-07-29T13:22:29Zoai:repositorio.unesp.br:11449/247665Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-07-29T13:22:29Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
title Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
spellingShingle Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
Souza-Silva, Maira Viana Rego
COVID-19
Healthcare
Hospital
Intensive care
Mortality
title_short Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
title_full Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
title_fullStr Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
title_full_unstemmed Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
title_sort Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry
author Souza-Silva, Maira Viana Rego
author_facet Souza-Silva, Maira Viana Rego
Ziegelmann, Patricia Klarmann
Nobre, Vandack
Gomes, Virginia Mara Reis
Etges, Ana Paula Beck da Silva
Schwarzbold, Alexandre Vargas
Nunes, Aline Gabrielle Sousa
Maurílio, Amanda de Oliveira
Scotton, Ana Luiza Bahia Alves
Costa, André Soares de Moura
Glaeser, Andressa Barreto
Farace, Bárbara Lopes
Ribeiro, Bruno Nunes
Ramos, Carolina Marques
Cimini, Christiane Corrêa Rodrigues
de Carvalho, Cíntia Alcantara
Rempel, Claudete
Silveira, Daniel Vitório
Carazai, Daniela dos Reis
Ponce, Daniela [UNESP]
Pereira, Elayne Crestani
Kroger, Emanuele Marianne Souza
Manenti, Euler Roberto Fernandes
Cenci, Evelin Paola de Almeida
Lucas, Fernanda Barbosa
dos Santos, Fernanda Costa
Anschau, Fernando
Botoni, Fernando Antonio
Aranha, Fernando Graça
de Aguiar, Filipe Carrilho
Bartolazzi, Frederico
Crestani, Gabriela Petry
Vietta, Giovanna Grunewald
Nascimento, Guilherme Fagundes
Noal, Helena Carolina
Duani, Helena
Vianna, Heloisa Reniers
Guimarães, Henrique Cerqueira
de Alvarenga, Joice Coutinho
Chatkin, José Miguel
de Morais, Júlia Drumond Parreiras
Carvalho, Juliana da Silva Nogueira
Rugolo, Juliana Machado [UNESP]
Ruschel, Karen Brasil
Gomes, Lara de Barros Wanderley
de Oliveira, Leonardo Seixas
Zandoná, Liege Barella
Pinheiro, Lílian Santos
Pacheco, Liliane Souto
Menezes, Luanna da Silva Monteiro
Sousa, Lucas de Deus
de Moura, Luis Cesar Souto
Santos, Luisa Elem Almeida
Nasi, Luiz Antonio
Cabral, Máderson Alvares de Souza
Floriani, Maiara Anschau
Souza, Maíra Dias
Carneiro, Marcelo
de Godoy, Mariana Frizzo
Cardoso, Marilia Mastrocolla de Almeida [UNESP]
Nogueira, Matheus Carvalho Alves
Lima, Mauro Oscar Soares de Souza
de Figueiredo, Meire Pereira
Guimarães-Júnior, Milton Henriques
Sampaio, Natália da Cunha Severino
de Oliveira, Neimy Ramos
Andrade, Pedro Guido Soares
Assaf, Pedro Ledic
Martelli, Petrônio José de Lima
Martins, Raphael Castro
Valacio, Reginaldo Aparecido
Pozza, Roberta
Menezes, Rochele Mosmann
Mourato, Rodolfo Lucas Silva
de Abreu, Roger Mendes
Silva, Rufino de Freitas
Francisco, Saionara Cristina
Guimarães, Silvana Mangeon Mereilles
Araújo, Silvia Ferreira
Oliveira, Talita Fischer
Kurtz, Tatiana
Fereguetti, Tatiani Oliveira
de Oliveira, Thainara Conceição
Ribeiro, Yara Cristina Neves Marques Barbosa
Ramires, Yuri Carlotto
Polanczyk, Carísi Anne
Marcolino, Milena Soriano
author_role author
author2 Ziegelmann, Patricia Klarmann
Nobre, Vandack
Gomes, Virginia Mara Reis
Etges, Ana Paula Beck da Silva
Schwarzbold, Alexandre Vargas
Nunes, Aline Gabrielle Sousa
Maurílio, Amanda de Oliveira
Scotton, Ana Luiza Bahia Alves
Costa, André Soares de Moura
Glaeser, Andressa Barreto
Farace, Bárbara Lopes
Ribeiro, Bruno Nunes
Ramos, Carolina Marques
Cimini, Christiane Corrêa Rodrigues
de Carvalho, Cíntia Alcantara
Rempel, Claudete
Silveira, Daniel Vitório
Carazai, Daniela dos Reis
Ponce, Daniela [UNESP]
Pereira, Elayne Crestani
Kroger, Emanuele Marianne Souza
Manenti, Euler Roberto Fernandes
Cenci, Evelin Paola de Almeida
Lucas, Fernanda Barbosa
dos Santos, Fernanda Costa
Anschau, Fernando
Botoni, Fernando Antonio
Aranha, Fernando Graça
de Aguiar, Filipe Carrilho
Bartolazzi, Frederico
Crestani, Gabriela Petry
Vietta, Giovanna Grunewald
Nascimento, Guilherme Fagundes
Noal, Helena Carolina
Duani, Helena
Vianna, Heloisa Reniers
Guimarães, Henrique Cerqueira
de Alvarenga, Joice Coutinho
Chatkin, José Miguel
de Morais, Júlia Drumond Parreiras
Carvalho, Juliana da Silva Nogueira
Rugolo, Juliana Machado [UNESP]
Ruschel, Karen Brasil
Gomes, Lara de Barros Wanderley
de Oliveira, Leonardo Seixas
Zandoná, Liege Barella
Pinheiro, Lílian Santos
Pacheco, Liliane Souto
Menezes, Luanna da Silva Monteiro
Sousa, Lucas de Deus
de Moura, Luis Cesar Souto
Santos, Luisa Elem Almeida
Nasi, Luiz Antonio
Cabral, Máderson Alvares de Souza
Floriani, Maiara Anschau
Souza, Maíra Dias
Carneiro, Marcelo
de Godoy, Mariana Frizzo
Cardoso, Marilia Mastrocolla de Almeida [UNESP]
Nogueira, Matheus Carvalho Alves
Lima, Mauro Oscar Soares de Souza
de Figueiredo, Meire Pereira
Guimarães-Júnior, Milton Henriques
Sampaio, Natália da Cunha Severino
de Oliveira, Neimy Ramos
Andrade, Pedro Guido Soares
Assaf, Pedro Ledic
Martelli, Petrônio José de Lima
Martins, Raphael Castro
Valacio, Reginaldo Aparecido
Pozza, Roberta
Menezes, Rochele Mosmann
Mourato, Rodolfo Lucas Silva
de Abreu, Roger Mendes
Silva, Rufino de Freitas
Francisco, Saionara Cristina
Guimarães, Silvana Mangeon Mereilles
Araújo, Silvia Ferreira
Oliveira, Talita Fischer
Kurtz, Tatiana
Fereguetti, Tatiani Oliveira
de Oliveira, Thainara Conceição
Ribeiro, Yara Cristina Neves Marques Barbosa
Ramires, Yuri Carlotto
Polanczyk, Carísi Anne
Marcolino, Milena Soriano
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dc.contributor.none.fl_str_mv Universidade Federal de Minas Gerais (UFMG)
Universidade Federal Do Rio Grande Do Sul
Centro Universitário de Belo Horizonte (UniBH)
Institute for Health Technology Assessment (IATS/ CNPq)
Hospital Universitário de Santa Maria
Hospital UNIMED
Hospital São João de Deus
Hospital Regional Antônio Dias
Hospitais da Rede Mater Dei
Hospital Moinhos de Vento
Hospital Risoleta Tolentino Neves
Hospital Márcio Cunha
Hospital Júlia Kubistchek
Hospital Santa Rosália
Hospital João XXIII
Universidade Do Vale Do Taquari
Hospital Nossa Senhora da Conceição
Universidade Estadual Paulista (UNESP)
Hospital SOS Cárdio
Hospital Mãe de Deus
Hospital Universitário de Canoas
Hospital Santo Antônio
Universidade Federal de Pernambuco (UFPE)
University Hospital
Faculdade de Saúde E Ecologia Humana (FASEH)
Hospital São Lucas da Pontifícia Universidade Católica do Rio Grande do Sul (PUC-RS)
Universidade Federal de Viçosa (UFV)
Hospital Tacchini
Centro Universitário de Patos de Minas
Hospital Metropolitano Odilon Behrens
Hospital Santa Cruz
Hospital Eduardo de Menezes
Hospital Semper
Hospital Metropolitano Doutor Célio de Castro
Hospital Bruno Born
Universidade Federal do Rio Grande do Sul
dc.contributor.author.fl_str_mv Souza-Silva, Maira Viana Rego
Ziegelmann, Patricia Klarmann
Nobre, Vandack
Gomes, Virginia Mara Reis
Etges, Ana Paula Beck da Silva
Schwarzbold, Alexandre Vargas
Nunes, Aline Gabrielle Sousa
Maurílio, Amanda de Oliveira
Scotton, Ana Luiza Bahia Alves
Costa, André Soares de Moura
Glaeser, Andressa Barreto
Farace, Bárbara Lopes
Ribeiro, Bruno Nunes
Ramos, Carolina Marques
Cimini, Christiane Corrêa Rodrigues
de Carvalho, Cíntia Alcantara
Rempel, Claudete
Silveira, Daniel Vitório
Carazai, Daniela dos Reis
Ponce, Daniela [UNESP]
Pereira, Elayne Crestani
Kroger, Emanuele Marianne Souza
Manenti, Euler Roberto Fernandes
Cenci, Evelin Paola de Almeida
Lucas, Fernanda Barbosa
dos Santos, Fernanda Costa
Anschau, Fernando
Botoni, Fernando Antonio
Aranha, Fernando Graça
de Aguiar, Filipe Carrilho
Bartolazzi, Frederico
Crestani, Gabriela Petry
Vietta, Giovanna Grunewald
Nascimento, Guilherme Fagundes
Noal, Helena Carolina
Duani, Helena
Vianna, Heloisa Reniers
Guimarães, Henrique Cerqueira
de Alvarenga, Joice Coutinho
Chatkin, José Miguel
de Morais, Júlia Drumond Parreiras
Carvalho, Juliana da Silva Nogueira
Rugolo, Juliana Machado [UNESP]
Ruschel, Karen Brasil
Gomes, Lara de Barros Wanderley
de Oliveira, Leonardo Seixas
Zandoná, Liege Barella
Pinheiro, Lílian Santos
Pacheco, Liliane Souto
Menezes, Luanna da Silva Monteiro
Sousa, Lucas de Deus
de Moura, Luis Cesar Souto
Santos, Luisa Elem Almeida
Nasi, Luiz Antonio
Cabral, Máderson Alvares de Souza
Floriani, Maiara Anschau
Souza, Maíra Dias
Carneiro, Marcelo
de Godoy, Mariana Frizzo
Cardoso, Marilia Mastrocolla de Almeida [UNESP]
Nogueira, Matheus Carvalho Alves
Lima, Mauro Oscar Soares de Souza
de Figueiredo, Meire Pereira
Guimarães-Júnior, Milton Henriques
Sampaio, Natália da Cunha Severino
de Oliveira, Neimy Ramos
Andrade, Pedro Guido Soares
Assaf, Pedro Ledic
Martelli, Petrônio José de Lima
Martins, Raphael Castro
Valacio, Reginaldo Aparecido
Pozza, Roberta
Menezes, Rochele Mosmann
Mourato, Rodolfo Lucas Silva
de Abreu, Roger Mendes
Silva, Rufino de Freitas
Francisco, Saionara Cristina
Guimarães, Silvana Mangeon Mereilles
Araújo, Silvia Ferreira
Oliveira, Talita Fischer
Kurtz, Tatiana
Fereguetti, Tatiani Oliveira
de Oliveira, Thainara Conceição
Ribeiro, Yara Cristina Neves Marques Barbosa
Ramires, Yuri Carlotto
Polanczyk, Carísi Anne
Marcolino, Milena Soriano
dc.subject.por.fl_str_mv COVID-19
Healthcare
Hospital
Intensive care
Mortality
topic COVID-19
Healthcare
Hospital
Intensive care
Mortality
description The COVID-19 pandemic caused unprecedented pressure over health care systems worldwide. Hospital-level data that may influence the prognosis in COVID-19 patients still needs to be better investigated. Therefore, this study analyzed regional socioeconomic, hospital, and intensive care units (ICU) characteristics associated with in-hospital mortality in COVID-19 patients admitted to Brazilian institutions. This multicenter retrospective cohort study is part of the Brazilian COVID-19 Registry. We enrolled patients ≥ 18 years old with laboratory-confirmed COVID-19 admitted to the participating hospitals from March to September 2020. Patients’ data were obtained through hospital records. Hospitals’ data were collected through forms filled in loco and through open national databases. Generalized linear mixed models with logit link function were used for pooling mortality and to assess the association between hospital characteristics and mortality estimates. We built two models, one tested general hospital characteristics while the other tested ICU characteristics. All analyses were adjusted for the proportion of high-risk patients at admission. Thirty-one hospitals were included. The mean number of beds was 320.4 ± 186.6. These hospitals had eligible 6556 COVID-19 admissions during the study period. Estimated in-hospital mortality ranged from 9.0 to 48.0%. The first model included all 31 hospitals and showed that a private source of funding (β = − 0.37; 95% CI − 0.71 to − 0.04; p = 0.029) and location in areas with a high gross domestic product (GDP) per capita (β = − 0.40; 95% CI − 0.72 to − 0.08; p = 0.014) were independently associated with a lower mortality. The second model included 23 hospitals and showed that hospitals with an ICU work shift composed of more than 50% of intensivists (β = − 0.59; 95% CI − 0.98 to − 0.20; p = 0.003) had lower mortality while hospitals with a higher proportion of less experienced medical professionals had higher mortality (β = 0.40; 95% CI 0.11–0.68; p = 0.006). The impact of those association increased according to the proportion of high-risk patients at admission. In-hospital mortality varied significantly among Brazilian hospitals. Private-funded hospitals and those located in municipalities with a high GDP had a lower mortality. When analyzing ICU-specific characteristics, hospitals with more experienced ICU teams had a reduced mortality.
publishDate 2022
dc.date.none.fl_str_mv 2022-11-01
2023-07-29T13:22:28Z
2023-07-29T13:22:28Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s11739-022-03092-9
Internal and Emergency Medicine, v. 17, n. 8, p. 2299-2313, 2022.
1970-9366
1828-0447
http://hdl.handle.net/11449/247665
10.1007/s11739-022-03092-9
2-s2.0-85138698697
url http://dx.doi.org/10.1007/s11739-022-03092-9
http://hdl.handle.net/11449/247665
identifier_str_mv Internal and Emergency Medicine, v. 17, n. 8, p. 2299-2313, 2022.
1970-9366
1828-0447
10.1007/s11739-022-03092-9
2-s2.0-85138698697
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Internal and Emergency Medicine
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 2299-2313
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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