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Data quality in tuberculosis: the case study of two ambulatories in the state of São Paulo, Brazil

dc.contributor.authorYamaguti, Verena Hokino
dc.contributor.authorVicentine, Fernanda Bergamini
dc.contributor.authorLima, Inacia Bezerra de
dc.contributor.authorZago, Laís
dc.contributor.authorRodrigues, Lídia Maria Lourençon
dc.contributor.authorAlves, Domingos
dc.contributor.authorCrepaldi, Nathalia Yukie
dc.contributor.authorRijo, Rui Pedro Charters Lopes
dc.contributor.authorRuffino-Netto, António
dc.date.accessioned2025-10-07T10:43:49Z
dc.date.available2025-10-07T10:43:49Z
dc.date.issued2017
dc.description.abstractTuberculosis is the second leading responsible cause of death from infectious diseases. Tuberculosis effective control and related activities depends on the use of different systems that aim to assist and monitor patients through managing their health data, and facilitating the activities of several health professionals. However, we noticed disparities in the information provided by some systems, which can negatively impact planning and decision-making. The study is defined as a quantitative and descriptive study of patients’ data during the treatment of tuberculosis in two different ambulatories. The data was collected from four different sources, including three information systems and the local patient archive in the ambulatories. Collected data was cleansed and standardized for semantic and structure, which allowed data comparison and analysis for its reliability and completeness. Low reliability scores are due to the absence of a semantic standard and the careless validation on recording of data by the professionals. Therefore, this study was able to effectively detect inconsistencies between the different data sources, stressing the need of health standards for data consistency, interoperability, and promoting data quality.eng
dc.identifier.citationVerena Hokino Yamaguti, Fernanda Bergamini Vicentine, Inacia Bezerra de Lima, Laís Zago, Lídia Maria Lourençon Rodrigues, Domingos Alves, Nathalia Yukie Crepaldi, Rui Pedro Charters Lopes Rijo, Antonio Ruffino-Netto, Data quality in tuberculosis: the case study of two ambulatories in the state of São Paulo, Brazil, Procedia Computer Science, Volume 121, 2017, Pages 897-903, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2017.11.116
dc.identifier.doi10.1016/j.procs.2017.11.116
dc.identifier.issn1877-0509
dc.identifier.urihttp://hdl.handle.net/10400.8/14217
dc.language.isoeng
dc.peerreviewedyes
dc.publisherElsevier BV
dc.relation.hasversionhttps://www.sciencedirect.com/science/article/pii/S1877050917323189
dc.relation.ispartofProcedia Computer Science
dc.rights.uriN/A
dc.subjectTuberculosis
dc.subjectData quality assessment
dc.subjectData reliability
dc.subjectElectronic health records
dc.titleData quality in tuberculosis: the case study of two ambulatories in the state of São Paulo, Brazileng
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage903
oaire.citation.startPage897
oaire.citation.titleProcedia Computer Science
oaire.citation.volume121
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameRijo
person.givenNameRui
person.identifier.orcid0000-0002-9348-0474
person.identifier.scopus-author-id36861366200
relation.isAuthorOfPublicatione69d7599-392c-4f8f-a96a-bf0a0d15c8b1
relation.isAuthorOfPublication.latestForDiscoverye69d7599-392c-4f8f-a96a-bf0a0d15c8b1

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