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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Secretaria de Vigilância em Saúde - Ministério da Saúde do Brasil
2022
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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. |
format | Online Article Text |
id | pubmed-9887966 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Secretaria de Vigilância em Saúde - Ministério da Saúde do Brasil |
record_format | MEDLINE/PubMed |
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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