Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics

Background. Chikungunya, dengue, and Zika are three different arboviruses which have similar symp- toms and are a major public health issue in Colombia. Despite the mandatory reporting of these arboviruses to the National Surveillance System in Colombia (SIVIGILA), it has been reported that the syst...

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Autores:
Carabali, Mabel
Jaramillo Ramírez, Gloria Isabel
Rivera, Vivian
Mina, Neila-Julieth
Restrepo, Berta
Zinszer, Kate
Tipo de recurso:
Article of investigation
Fecha de publicación:
2021
Institución:
Universidad Cooperativa de Colombia
Repositorio:
Repositorio UCC
Idioma:
OAI Identifier:
oai:repository.ucc.edu.co:20.500.12494/46666
Acceso en línea:
https://doi.org/10.1371/journal. pntd.0009014
https://hdl.handle.net/20.500.12494/46666
Palabra clave:
Salud pública, arbovirus, subregistro, vigilancia
Public health; arboviruses; underreporting; surveillance
Rights
openAccess
License
Atribución
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dc.title.spa.fl_str_mv Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics
title Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics
spellingShingle Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics
Salud pública, arbovirus, subregistro, vigilancia
Public health; arboviruses; underreporting; surveillance
title_short Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics
title_full Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics
title_fullStr Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics
title_full_unstemmed Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics
title_sort Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnostics
dc.creator.fl_str_mv Carabali, Mabel
Jaramillo Ramírez, Gloria Isabel
Rivera, Vivian
Mina, Neila-Julieth
Restrepo, Berta
Zinszer, Kate
dc.contributor.author.none.fl_str_mv Carabali, Mabel
Jaramillo Ramírez, Gloria Isabel
Rivera, Vivian
Mina, Neila-Julieth
Restrepo, Berta
Zinszer, Kate
dc.subject.spa.fl_str_mv Salud pública, arbovirus, subregistro, vigilancia
topic Salud pública, arbovirus, subregistro, vigilancia
Public health; arboviruses; underreporting; surveillance
dc.subject.other.spa.fl_str_mv Public health; arboviruses; underreporting; surveillance
description Background. Chikungunya, dengue, and Zika are three different arboviruses which have similar symp- toms and are a major public health issue in Colombia. Despite the mandatory reporting of these arboviruses to the National Surveillance System in Colombia (SIVIGILA), it has been reported that the system captures less than 10% of diagnosed cases in some cities. Methodology/Principal findings. To assess the scope and degree of arboviruses reporting in Colombia between 2014–2017, we conducted an observational study of surveillance data using the capture-recapture approach in three Colombian cities. Using healthcare facility registries (capture data) and surveillance-notified cases (recapture data), we estimated the degree of reporting by clinical diagnosis. We fit robust Poisson regressions to identify predictors of reporting and estimated the predicted probability of reporting by disease and year. To account for the potential mis- classification of the clinical diagnosis, we used the simulation extrapolation for misclassifica- tion (MC-SIMEX) method. A total of 266,549 registries were examined. Overall arboviruses’ reporting ranged from 5.3% to 14.7% and varied in magnitude according to age and year of diagnosis. Dengue was the most notified disease (21–70%) followed by Zika (6–45%). The highest reporting rate was seen in 2016, an epidemic year. The MC-SIMEX corrected rates indicated underestimation of the reporting due to the potential misclassification bias. Conclusions. These findings reflect challenges on arboviruses’ reporting, and therefore, potential chal- lenges on the estimation of arboviral burden in Colombia and other endemic settings with similar surveillance systems.
publishDate 2021
dc.date.issued.none.fl_str_mv 2021-02-04
dc.date.accessioned.none.fl_str_mv 2022-10-10T16:24:09Z
dc.date.available.none.fl_str_mv 2022-10-10T16:24:09Z
dc.type.none.fl_str_mv Artículos Científicos
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dc.identifier.uri.spa.fl_str_mv https://doi.org/10.1371/journal. pntd.0009014
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/46666
dc.identifier.bibliographicCitation.spa.fl_str_mv Carabali M, Jaramillo-Ramirez GI, Rivera VA, Mina Possu N-J, Restrepo BN, Zinszer K (2021) Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture- recapture analysis accounting for misclassification of arboviral diagnostics. PLoS Negl Trop Dis 15(2): e0009014. https://doi.org/10.1371/journal. pntd.0009014
url https://doi.org/10.1371/journal. pntd.0009014
https://hdl.handle.net/20.500.12494/46666
identifier_str_mv Carabali M, Jaramillo-Ramirez GI, Rivera VA, Mina Possu N-J, Restrepo BN, Zinszer K (2021) Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture- recapture analysis accounting for misclassification of arboviral diagnostics. PLoS Negl Trop Dis 15(2): e0009014. https://doi.org/10.1371/journal. pntd.0009014
dc.relation.ispartofjournal.spa.fl_str_mv Plos Neglected Tropical Diseases
dc.rights.license.none.fl_str_mv Atribución
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rights_invalid_str_mv Atribución
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.extent.spa.fl_str_mv 1-16
dc.coverage.temporal.spa.fl_str_mv 15(2)
dc.publisher.spa.fl_str_mv Faculty of Medicine, Universidad Cooperativa de Colombia, Villavicencio, Colombia,
dc.publisher.program.spa.fl_str_mv Medicina
dc.publisher.place.spa.fl_str_mv Villavicencio
institution Universidad Cooperativa de Colombia
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spelling Carabali, MabelJaramillo Ramírez, Gloria IsabelRivera, VivianMina, Neila-JuliethRestrepo, BertaZinszer, Kate15(2)2022-10-10T16:24:09Z2022-10-10T16:24:09Z2021-02-04https://doi.org/10.1371/journal. pntd.0009014https://hdl.handle.net/20.500.12494/46666Carabali M, Jaramillo-Ramirez GI, Rivera VA, Mina Possu N-J, Restrepo BN, Zinszer K (2021) Assessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture- recapture analysis accounting for misclassification of arboviral diagnostics. PLoS Negl Trop Dis 15(2): e0009014. https://doi.org/10.1371/journal. pntd.0009014Background. Chikungunya, dengue, and Zika are three different arboviruses which have similar symp- toms and are a major public health issue in Colombia. Despite the mandatory reporting of these arboviruses to the National Surveillance System in Colombia (SIVIGILA), it has been reported that the system captures less than 10% of diagnosed cases in some cities. Methodology/Principal findings. To assess the scope and degree of arboviruses reporting in Colombia between 2014–2017, we conducted an observational study of surveillance data using the capture-recapture approach in three Colombian cities. Using healthcare facility registries (capture data) and surveillance-notified cases (recapture data), we estimated the degree of reporting by clinical diagnosis. We fit robust Poisson regressions to identify predictors of reporting and estimated the predicted probability of reporting by disease and year. To account for the potential mis- classification of the clinical diagnosis, we used the simulation extrapolation for misclassifica- tion (MC-SIMEX) method. A total of 266,549 registries were examined. Overall arboviruses’ reporting ranged from 5.3% to 14.7% and varied in magnitude according to age and year of diagnosis. Dengue was the most notified disease (21–70%) followed by Zika (6–45%). The highest reporting rate was seen in 2016, an epidemic year. The MC-SIMEX corrected rates indicated underestimation of the reporting due to the potential misclassification bias. Conclusions. These findings reflect challenges on arboviruses’ reporting, and therefore, potential chal- lenges on the estimation of arboviral burden in Colombia and other endemic settings with similar surveillance systems.https://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000149799https://orcid.org/0000-0002-7597-3873gloria.jaramillor@campusucc.edu.co1-16Faculty of Medicine, Universidad Cooperativa de Colombia, Villavicencio, Colombia,MedicinaVillavicencioSalud pública, arbovirus, subregistro, vigilanciaPublic health; arboviruses; underreporting; surveillanceAssessing the reporting of Dengue, Chikungunya and Zika to the National Surveillance System in Colombia from 2014–2017: A Capture-recapture analysis accounting for misclassification of arboviral diagnosticsArtículos Científicoshttp://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionAtribucióninfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Plos Neglected Tropical DiseasesPublicationORIGINALAssessing_the_reporting_of_Dengue_Chik 2021.pdfAssessing_the_reporting_of_Dengue_Chik 2021.pdfapplication/pdf1039900https://repository.ucc.edu.co/bitstreams/79e1291f-2c6d-48de-a937-612d238cf591/download181dffb562b621a86b8f0677f3209e0cMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repository.ucc.edu.co/bitstreams/bb8b79c1-3c17-45ae-8297-55b7abaea2c5/download8a4605be74aa9ea9d79846c1fba20a33MD52THUMBNAILAssessing_the_reporting_of_Dengue_Chik 2021.pdf.jpgAssessing_the_reporting_of_Dengue_Chik 2021.pdf.jpgGenerated Thumbnailimage/jpeg5724https://repository.ucc.edu.co/bitstreams/fe79d2d3-aa6a-49eb-8842-ab728184add4/downloadef2cf4e8c2c5524bd3d971ad008662cbMD53TEXTAssessing_the_reporting_of_Dengue_Chik 2021.pdf.txtAssessing_the_reporting_of_Dengue_Chik 2021.pdf.txtExtracted texttext/plain71077https://repository.ucc.edu.co/bitstreams/ba77c131-cba6-4ff1-a991-1fb8a18cca91/download1f9bf97355eb347b9c9f2f1961cb3c73MD5420.500.12494/46666oai:repository.ucc.edu.co:20.500.12494/466662024-08-20 16:23:48.586open.accesshttps://repository.ucc.edu.coRepositorio Institucional Universidad Cooperativa de Colombiabdigital@metabiblioteca.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