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...
- 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
id |
COOPER2_966e820655ced0bb3ff352933a078d8c |
---|---|
oai_identifier_str |
oai:repository.ucc.edu.co:20.500.12494/46666 |
network_acronym_str |
COOPER2 |
network_name_str |
Repositorio UCC |
repository_id_str |
|
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 |
dc.type.coar.none.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.coarversion.none.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.driver.none.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.redcol.none.fl_str_mv |
http://purl.org/redcol/resource_type/ART |
dc.type.version.none.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
http://purl.org/coar/resource_type/c_2df8fbb1 |
status_str |
publishedVersion |
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 |
dc.rights.accessrights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.coar.none.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
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 |
bitstream.url.fl_str_mv |
https://repository.ucc.edu.co/bitstreams/79e1291f-2c6d-48de-a937-612d238cf591/download https://repository.ucc.edu.co/bitstreams/bb8b79c1-3c17-45ae-8297-55b7abaea2c5/download https://repository.ucc.edu.co/bitstreams/fe79d2d3-aa6a-49eb-8842-ab728184add4/download https://repository.ucc.edu.co/bitstreams/ba77c131-cba6-4ff1-a991-1fb8a18cca91/download |
bitstream.checksum.fl_str_mv |
181dffb562b621a86b8f0677f3209e0c 8a4605be74aa9ea9d79846c1fba20a33 ef2cf4e8c2c5524bd3d971ad008662cb 1f9bf97355eb347b9c9f2f1961cb3c73 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Repositorio Institucional Universidad Cooperativa de Colombia |
repository.mail.fl_str_mv |
bdigital@metabiblioteca.com |
_version_ |
1811565233717641216 |
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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 |