Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba

Detalhes bibliográficos
Ano de defesa: 2024
Autor(a) principal: Alencar Neta, Raimunda Leite de lattes
Orientador(a): Olinda, Ricardo Alves de lattes
Banca de defesa: Olinda, Ricardo Alves de lattes, Figueiredo, Tânia Maria Ribeiro Monteiro de lattes, Santos, Débora Aparecida Da Silva lattes
Tipo de documento: Dissertação
Tipo de acesso: Acesso embargado
Idioma: por
Instituição de defesa: Universidade Estadual da Paraíba
Programa de Pós-Graduação: Programa de Pós-Graduação em Saúde Pública - PPGSP
Departamento: Pró-Reitoria de Pós-Graduação e Pesquisa - PRPGP
País: BR
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.uepb.edu.br/handle/123456789/74691
Resumo: Introduction: Despite presenting itself as an ancient disease, tuberculosis (TB) still remains a serious global public health problem. Its characteristics related to the maintenance of social inequality were even more intensified after the emergence of COVID-19, as the pandemic ended up limiting access to health services, causing interruptions in the management and treatment of the disease, contributing for changes in TB incidence rates, which went from 37.4 in 2019 to 31.6 cases per 100 thousand inhabitants in 2020 in Brazil. Objective: To analyze spatial autocorrelation and the impacts caused COVID-19 pandemic on tuberculosis cases in the state of Paraíba. Methods: Cross-sectional and analytical ecological study, carried out in the state of Paraíba using spatial analysis techniques, descriptive statistics and logistic regression with notifications carried out between January 2020 and November 2022. Data were extracted from the State Control Program of Tuberculosis (PECT) and the Center for Chronic and Neglected Diseases (NDCN). The descriptive analysis was carried out through the evaluation of the variables sex, race/color, education, cause of entry, clinical form and residence zone. For the analysis of spatial autocorrelation, the Global and Local Moran Index was used. The logistic regression calculation occurred after checking the Wald tests, Akaike criterion, Variance Inflation Factor (VIF) and Receiver operating characteristic curve (ROC curve), using the variables: diseases and conditions associated with AIDS, sex, diabetes , mental illnesses, use of illicit drugs, homeless people and beneficiaries of the government's income transfer program, with the response variable being the patient's cure. A significance level of 5% and a confidence interval of 95% were considered, using the software R (version 4.3.1) and Rstudio (Rcore team, 2023). Results: During the period analyzed in the study, 4,895 cases of TB were reported in the state of Paraíba, with a predominance of males (70.32%), brown skin color (74%), pulmonary TB (83.90%) and residence in the urban area (88.68%). The spatial analysis showed high incidence rates of the disease in municipalities located on the coast of the state and in Sertão Paraibano (2020); in the south of the coast, Agreste Paraibano and Sertão Paraibano (2021); and in concentrations from Mata Paraibana to Agreste Paraibano (2022). The Moran (I) showed positive spatial autocorrelation (2021: I = 0.1613 and p = 0.0000; 2022: I = 0.0831 and p = 0.0095). Logistic regression showed a greater chance of cure among patients without AIDS (ACR=4.78; 95%CI 1.84-12.42) and with a fixed residence (ACR=8.65; 95%CI 1.51-49.44) in 2020 and patients without AIDS (ACR=4.62; 95%CI 2.01-10.64) in 2021. Conclusion: The georeferencing of TB cases presented itself as an indispensable tool for public health, helping to implement actions and strategies for TB control and monitoring. Considering that the social isolation measures caused by COVID-19 ended up limiting access to these health services.
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spelling 2024-08-07T13:35:49Z2026-03-02T14:16:34Z2999-12-312024-07-12ALENCAR NETA, Raimunda Leite de. Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba. 2024. 81 p. Dissertação (Mestrado em Saúde Pública) - Universidade Estadual da Paraíba, Campina Grande, 2024.https://repositorio.uepb.edu.br/handle/123456789/7469124004014009P4Introduction: Despite presenting itself as an ancient disease, tuberculosis (TB) still remains a serious global public health problem. Its characteristics related to the maintenance of social inequality were even more intensified after the emergence of COVID-19, as the pandemic ended up limiting access to health services, causing interruptions in the management and treatment of the disease, contributing for changes in TB incidence rates, which went from 37.4 in 2019 to 31.6 cases per 100 thousand inhabitants in 2020 in Brazil. Objective: To analyze spatial autocorrelation and the impacts caused COVID-19 pandemic on tuberculosis cases in the state of Paraíba. Methods: Cross-sectional and analytical ecological study, carried out in the state of Paraíba using spatial analysis techniques, descriptive statistics and logistic regression with notifications carried out between January 2020 and November 2022. Data were extracted from the State Control Program of Tuberculosis (PECT) and the Center for Chronic and Neglected Diseases (NDCN). The descriptive analysis was carried out through the evaluation of the variables sex, race/color, education, cause of entry, clinical form and residence zone. For the analysis of spatial autocorrelation, the Global and Local Moran Index was used. The logistic regression calculation occurred after checking the Wald tests, Akaike criterion, Variance Inflation Factor (VIF) and Receiver operating characteristic curve (ROC curve), using the variables: diseases and conditions associated with AIDS, sex, diabetes , mental illnesses, use of illicit drugs, homeless people and beneficiaries of the government's income transfer program, with the response variable being the patient's cure. A significance level of 5% and a confidence interval of 95% were considered, using the software R (version 4.3.1) and Rstudio (Rcore team, 2023). Results: During the period analyzed in the study, 4,895 cases of TB were reported in the state of Paraíba, with a predominance of males (70.32%), brown skin color (74%), pulmonary TB (83.90%) and residence in the urban area (88.68%). The spatial analysis showed high incidence rates of the disease in municipalities located on the coast of the state and in Sertão Paraibano (2020); in the south of the coast, Agreste Paraibano and Sertão Paraibano (2021); and in concentrations from Mata Paraibana to Agreste Paraibano (2022). The Moran (I) showed positive spatial autocorrelation (2021: I = 0.1613 and p = 0.0000; 2022: I = 0.0831 and p = 0.0095). Logistic regression showed a greater chance of cure among patients without AIDS (ACR=4.78; 95%CI 1.84-12.42) and with a fixed residence (ACR=8.65; 95%CI 1.51-49.44) in 2020 and patients without AIDS (ACR=4.62; 95%CI 2.01-10.64) in 2021. Conclusion: The georeferencing of TB cases presented itself as an indispensable tool for public health, helping to implement actions and strategies for TB control and monitoring. Considering that the social isolation measures caused by COVID-19 ended up limiting access to these health services.Introdução: Mesmo apresentando-se como uma doença milenar, a tuberculose (TB) ainda mantem-se como um grave problema de saúde pública mundial. Suas características relacionadas a manutenção da desigualdade social, foram ainda mais intensificadas após o surgimento da COVID-19, uma vez, que a pandemia acabou limitando o acesso aos serviços de saúde, fazendo com que houvessem interrupções no manejo e no tratamento da doença, contribuindo para alterações nos coeficientes de incidência da TB, que passaram de 37,4 em 2019 para 31,6 casos por 100 mil habitantes em 2020 no Brasil. Objetivo: Analisar a autocorrelação espacial e os impactos causados pela pandemia COVID-19 nos casos de tuberculose no estado da Paraíba. Métodos: Estudo ecológico do tipo transversal e analítico, realizado no estado da Paraíba através da utilização de técnicas de análise espacial, estatística descritiva e regressão logística com notificações realizadas entre janeiro de 2020 e novembro de 2022. Os dados foram extraídos do Programa Estadual de Controle da Tuberculose (PECT) e do Núcleo de Doenças Crônicas e Negligenciadas (NDCN). A realização da análise descritiva ocorreu através da avaliação das variáveis: sexo, raça/cor, escolaridade, modo de entrada, forma clínica e zona de residência. Já para a análise da autocorrelação espacial, foi utilizado o Índice de Moran Global e Local. O cálculo da regressão logística, ocorreu após a verificação dos testes de Wald, critério de Akaike, Variance Inflation Factor (VIF) e Receiver operating characteristic curve (curva ROC), sendo utilizadas as variáveis: doenças e agravos associados a AIDS, sexo, diabetes mellitus, doenças mentais, uso de drogas ilícitas, pessoas em situação de rua e beneficiários do programa de transferência de renda do governo, sendo a variável resposta a cura do paciente. Foi considerado o nível de significância de 5% e intervalo de confiança de 95%, através dos softwares R (versão 4.3.1) e Rstudio (Rcore team, 2023). Resultados: Durante o período analisado no estudo, foram notificados 4.895 casos de TB no estado da Paraíba, havendo predominância do sexo masculino (70,32%), cor parda (74%), TB pulmonar (83,90%) e residência na zona urbana (88,68%). A análise espacial apontou altas taxas de incidência da doença em municípios localizados no litoral do estado e no Sertão Paraibano (2020); no sul do litoral, Agreste Paraibano e Sertão Paraibano (2021); e em concentrações da Mata Paraibana até o Agreste Paraibano (2022). O Moran (I) apresentou autocorrelação espacial positiva (2021: I = 0,1613 e p = 0,0000; 2022: I = 0,0831 e p = 0,0095). A regressão logística apontou maior chance de cura entre pacientes sem AIDS (RCA=4,78; IC95% 1,84-12,42) e com residência fixa (RCB=8,65; IC95% 1,51-49,44) em 2020 e pacientes sem AIDS (RCA=4,62; IC95% 2,01-10,64) em 2021. Conclusão: O georreferenciamento dos casos de TB apresentou-se como uma ferramenta indispensável para à saúde pública, auxiliando na implementação de ações e estratégias para controle e monitoramento da TB. 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dc.title.none.fl_str_mv Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba
title Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba
spellingShingle Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba
Alencar Neta, Raimunda Leite de
SAUDE COLETIVA
Tuberculose
COVID-19
Saúde pública
Epidemiologia
Análise espacial
title_short Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba
title_full Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba
title_fullStr Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba
title_full_unstemmed Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba
title_sort Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba
author Alencar Neta, Raimunda Leite de
author_facet Alencar Neta, Raimunda Leite de
author_role author
dc.contributor.referee1.fl_str_mv Olinda, Ricardo Alves de
dc.contributor.referee1ID.fl_str_mv https://orcid.org/0000-0002-0509-8428
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/7767223263366578
dc.contributor.referee2.fl_str_mv Figueiredo, Tânia Maria Ribeiro Monteiro de
dc.contributor.referee2ID.fl_str_mv https://orcid.org/0000-0001-6197-2936
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/4012484326422419
dc.contributor.referee3.fl_str_mv Santos, Débora Aparecida Da Silva
dc.contributor.referee3ID.fl_str_mv https://orcid.org/0000-0003-1862-7883
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/9193787723474678
dc.contributor.advisor1.fl_str_mv Olinda, Ricardo Alves de
dc.contributor.advisor1ID.fl_str_mv https://orcid.org/0000-0002-0509-8428
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/7767223263366578
dc.contributor.authorID.fl_str_mv https://orcid.org/0000-0002-4830-9854
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0039912017379104
dc.contributor.author.fl_str_mv Alencar Neta, Raimunda Leite de
contributor_str_mv Olinda, Ricardo Alves de
Figueiredo, Tânia Maria Ribeiro Monteiro de
Santos, Débora Aparecida Da Silva
Olinda, Ricardo Alves de
dc.subject.cnpq.fl_str_mv SAUDE COLETIVA
topic SAUDE COLETIVA
Tuberculose
COVID-19
Saúde pública
Epidemiologia
Análise espacial
dc.subject.por.fl_str_mv Tuberculose
COVID-19
Saúde pública
Epidemiologia
Análise espacial
description Introduction: Despite presenting itself as an ancient disease, tuberculosis (TB) still remains a serious global public health problem. Its characteristics related to the maintenance of social inequality were even more intensified after the emergence of COVID-19, as the pandemic ended up limiting access to health services, causing interruptions in the management and treatment of the disease, contributing for changes in TB incidence rates, which went from 37.4 in 2019 to 31.6 cases per 100 thousand inhabitants in 2020 in Brazil. Objective: To analyze spatial autocorrelation and the impacts caused COVID-19 pandemic on tuberculosis cases in the state of Paraíba. Methods: Cross-sectional and analytical ecological study, carried out in the state of Paraíba using spatial analysis techniques, descriptive statistics and logistic regression with notifications carried out between January 2020 and November 2022. Data were extracted from the State Control Program of Tuberculosis (PECT) and the Center for Chronic and Neglected Diseases (NDCN). The descriptive analysis was carried out through the evaluation of the variables sex, race/color, education, cause of entry, clinical form and residence zone. For the analysis of spatial autocorrelation, the Global and Local Moran Index was used. The logistic regression calculation occurred after checking the Wald tests, Akaike criterion, Variance Inflation Factor (VIF) and Receiver operating characteristic curve (ROC curve), using the variables: diseases and conditions associated with AIDS, sex, diabetes , mental illnesses, use of illicit drugs, homeless people and beneficiaries of the government's income transfer program, with the response variable being the patient's cure. A significance level of 5% and a confidence interval of 95% were considered, using the software R (version 4.3.1) and Rstudio (Rcore team, 2023). Results: During the period analyzed in the study, 4,895 cases of TB were reported in the state of Paraíba, with a predominance of males (70.32%), brown skin color (74%), pulmonary TB (83.90%) and residence in the urban area (88.68%). The spatial analysis showed high incidence rates of the disease in municipalities located on the coast of the state and in Sertão Paraibano (2020); in the south of the coast, Agreste Paraibano and Sertão Paraibano (2021); and in concentrations from Mata Paraibana to Agreste Paraibano (2022). The Moran (I) showed positive spatial autocorrelation (2021: I = 0.1613 and p = 0.0000; 2022: I = 0.0831 and p = 0.0095). Logistic regression showed a greater chance of cure among patients without AIDS (ACR=4.78; 95%CI 1.84-12.42) and with a fixed residence (ACR=8.65; 95%CI 1.51-49.44) in 2020 and patients without AIDS (ACR=4.62; 95%CI 2.01-10.64) in 2021. Conclusion: The georeferencing of TB cases presented itself as an indispensable tool for public health, helping to implement actions and strategies for TB control and monitoring. Considering that the social isolation measures caused by COVID-19 ended up limiting access to these health services.
publishDate 2024
dc.date.accessioned.fl_str_mv 2024-08-07T13:35:49Z
2026-03-02T14:16:34Z
dc.date.issued.fl_str_mv 2024-07-12
dc.date.available.fl_str_mv 2999-12-31
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv ALENCAR NETA, Raimunda Leite de. Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba. 2024. 81 p. Dissertação (Mestrado em Saúde Pública) - Universidade Estadual da Paraíba, Campina Grande, 2024.
dc.identifier.uri.fl_str_mv https://repositorio.uepb.edu.br/handle/123456789/74691
dc.identifier.capesdegreeprogramcode.none.fl_str_mv 24004014009P4
identifier_str_mv ALENCAR NETA, Raimunda Leite de. Autocorrelação espacial dos casos de tuberculose pulmonar durante a pandemia COVID-19: impactos causados no estado da Paraíba. 2024. 81 p. Dissertação (Mestrado em Saúde Pública) - Universidade Estadual da Paraíba, Campina Grande, 2024.
24004014009P4
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