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Procedures for health data linkage: applications in health surveillance

OBJECTIVE: To present a standardized methodology for linking different public health databases. METHODS: This was a methodological review article specifically describing data processing procedures for deterministic linkage between structured databases. It instructs on how to: treat data, select link...

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Autores principales: Garcia, Klauss Kleydmann Sabino, de Miranda, Cristiano Barreto, de Sousa, Flávia Nogueira e Ferreira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Secretaria de Vigilância em Saúde - Ministério da Saúde do Brasil 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9887966/
https://www.ncbi.nlm.nih.gov/pubmed/36287481
http://dx.doi.org/10.1590/S2237-96222022000300004
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author Garcia, Klauss Kleydmann Sabino
de Miranda, Cristiano Barreto
de Sousa, Flávia Nogueira e Ferreira
author_facet Garcia, Klauss Kleydmann Sabino
de Miranda, Cristiano Barreto
de Sousa, Flávia Nogueira e Ferreira
author_sort Garcia, Klauss Kleydmann Sabino
collection PubMed
description OBJECTIVE: To present a standardized methodology for linking different public health databases. METHODS: This was a methodological review article specifically describing data processing procedures for deterministic linkage between structured databases. It instructs on how to: treat data, select linkage keys, and link databases using two databases simulated in R software. RESULTS: The commands used for the deterministic linkage of the inner_join type were presented. The linkage process resulted in a database with 40,108 pairs using only the “Name” key. Adding the second key, “Name of mother”, the resulted dropped to 112 pairs. By adding the third key, “Date of birth”, only two pairs were identified. CONCLUSION: Database linkage and its analysis are valid and valuable tools for health services in supporting health surveillance actions.
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spelling pubmed-98879662023-01-31 Procedures for health data linkage: applications in health surveillance Garcia, Klauss Kleydmann Sabino de Miranda, Cristiano Barreto de Sousa, Flávia Nogueira e Ferreira Epidemiol Serv Saude Tools for Health Surveillance Management OBJECTIVE: To present a standardized methodology for linking different public health databases. METHODS: This was a methodological review article specifically describing data processing procedures for deterministic linkage between structured databases. It instructs on how to: treat data, select linkage keys, and link databases using two databases simulated in R software. RESULTS: The commands used for the deterministic linkage of the inner_join type were presented. The linkage process resulted in a database with 40,108 pairs using only the “Name” key. Adding the second key, “Name of mother”, the resulted dropped to 112 pairs. By adding the third key, “Date of birth”, only two pairs were identified. CONCLUSION: Database linkage and its analysis are valid and valuable tools for health services in supporting health surveillance actions. Secretaria de Vigilância em Saúde - Ministério da Saúde do Brasil 2022-10-10 /pmc/articles/PMC9887966/ /pubmed/36287481 http://dx.doi.org/10.1590/S2237-96222022000300004 Text en https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Tools for Health Surveillance Management
Garcia, Klauss Kleydmann Sabino
de Miranda, Cristiano Barreto
de Sousa, Flávia Nogueira e Ferreira
Procedures for health data linkage: applications in health surveillance
title Procedures for health data linkage: applications in health surveillance
title_full Procedures for health data linkage: applications in health surveillance
title_fullStr Procedures for health data linkage: applications in health surveillance
title_full_unstemmed Procedures for health data linkage: applications in health surveillance
title_short Procedures for health data linkage: applications in health surveillance
title_sort procedures for health data linkage: applications in health surveillance
topic Tools for Health Surveillance Management
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9887966/
https://www.ncbi.nlm.nih.gov/pubmed/36287481
http://dx.doi.org/10.1590/S2237-96222022000300004
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