Impact of COVID-19 on Tuberculosis Indicators in Brazil: A Time Series and Spatial Analysis Study

dc.contributor.authorZamboni Berra, Thaís
dc.contributor.authorRamos, Antônio
dc.contributor.authorAlves, Yan
dc.contributor.authorTavares, Reginaldo
dc.contributor.authorFehr Tartaro, Ariela
dc.contributor.authorNascimento, Murilo
dc.contributor.authorMoura, Heriederson
dc.contributor.authorDelpino, Filipe
dc.contributor.authorSoares, Débora
dc.contributor.authorSilva, Ruan
dc.contributor.authorGomes, Dulce
dc.contributor.authorMonroe, Aline
dc.contributor.authorArcêncio, Ricardo Alexandre
dc.contributor.editorZhao, Clarice
dc.contributor.editorFrean, John
dc.date.accessioned2022-10-19T14:19:00Z
dc.date.available2022-10-19T14:19:00Z
dc.date.issued2022-09
dc.description.abstractWe aimed to visualize and classify the time series of COVID-19, tuberculosis (TB) notification, and TB outcomes (cure, treatment abandonment, and death), verify the impact of the new coronavirus pandemic on these indices in Brazil, and verify the presence of spatial autocorrelation between COVID-19 and TB. Methods: This was an ecological time series study that considered TB and COVID-19 cases. Seasonal Trend Decomposition using Loess (STL) was used to trace the temporal trend, Prais–Winsten was used to classify the temporal trend, Interrupted Time Series (ITS) was used to verify the impact of COVID-19 on TB rates, and the Bivariate Moran Index (Global and Local) was used to verify the spatial autocorrelation of events. Results: Brazil and its macro-regions showed an increasing temporal trend for the notification of TB in the prepandemic period. Only the Northeast Region showed a decreasing temporal trend for cured cases. For treatment abandonment, all regions except for the Northeast showed an increasing temporal trend, and regarding death, Brazil and the Northeast Region showed an increasing temporal trend. With the ITS, COVID-19 caused a decline in TB notification rates and TB outcome rates. With the global spatial analysis, it was possible to identify the existence of spatial autocorrelation between the notification rate of COVID-19 and the TB notification rate and deaths. With the local analysis, it was possible to map the Brazilian municipalities and classify them according to the relationship between the rates of both diseases and space. Conclusions: COVID-19 influenced the follow-up of and adherence to TB treatment and intensified social vulnerability and, consequently, affected the notification of TB since the relationship between the disease and social determinants of health is already known. The restoration and strengthening of essential services for the prevention and detection of cases and treatment of TB in endemic environments such as Brazil have been oriented as a priority in the global health agenda.por
dc.identifier.authoremailthaiszamboni@live.com
dc.identifier.authoremailantonio.vieiraramos@outlook.com
dc.identifier.authoremailyan.alves@usp.br
dc.identifier.authoremailreginaldobazon@usp.br
dc.identifier.authoremailariela.fehr@gmail.com
dc.identifier.authoremailmurilo.nascimento@unifal-mg.edu.br
dc.identifier.authoremailheriederson@gmail.com
dc.identifier.authoremailfmdsocial@outlook.com
dc.identifier.authoremaildeboralsoares@usp.br
dc.identifier.authoremailruanenfermeiro02@gmail.com
dc.identifier.authoremaildmog@uevora.pt
dc.identifier.authoremailamonroe@eerp.usp.br
dc.identifier.authoremailricardo@eerp.usp.br
dc.identifier.citationBerra, T.Z.; Ramos, A.C.V.; Alves, Y.M.; Tavares, R.B.V.; Tartaro, A.F.; Nascimento, M.C.d.; Moura, H.S.D.; Delpino, F.M.; de Almeida Soares, D.; Silva, R.V.d.S.; et al. Impact of COVID-19 on Tuberculosis Indicators in Brazil: A Time Series and Spatial Analysis Study. Trop. Med. Infect. Dis. 2022, 7, 247. https://doi.org/10.3390/ tropicalmed7090247por
dc.identifier.doihttps://doi.org/10.3390/ tropicalmed7090247por
dc.identifier.scientificarea239por
dc.identifier.urihttps://www.mdpi.com/2414-6366/7/9/247
dc.identifier.urihttp://hdl.handle.net/10174/32618
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherTropical Medicine and Infectious Diseasepor
dc.rightsopenAccesspor
dc.subjectTuberculosispor
dc.subjectCOVID-19por
dc.subjectTime Series Analysispor
dc.subjectSpatial Analysispor
dc.titleImpact of COVID-19 on Tuberculosis Indicators in Brazil: A Time Series and Spatial Analysis Studypor
dc.typearticlepor

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