Evidence map›Paper›PMID 36287481›Full record

ReviewEpidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil2022

Procedures for health data linkage: applications in health surveillance.

Klauss Kleydmann Sabino Garcia, Cristiano Barreto de Miranda, Flávia Nogueira E Ferreira de Sousa

Abstract readReview
In one paragraph

Review in Epidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Record linkage in tuberculosis epidemiological surveillance in Brazil: systematic methodological literature review.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2026
    Pooled it
  2. Article
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  7. Review
  8. Record linkage in public health datasets: a practical experience in a fast in-process analytical database.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2025
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  15. Occupational Health Surveillance Perspectives on e-SUS Linha da Vida Program.Epidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil · 2023
    Article
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  17. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Klauss Kleydmann Sabino GarciaUniversidade de Brasília, Núcleo de Medicina Tropical, Brasília, DF, Brasil.ORCID 0000-0003-2268-8742
Cristiano Barreto de MirandaUniversidade de São Paulo, Faculdade de Saúde Pública, São Paulo, SP, Brasil.ORCID 0000-0001-8219-2613
Flávia Nogueira E Ferreira de SousaUniversidade de Brasília, Núcleo de Medicina Tropical, Brasília, DF, Brasil.ORCID 0000-0003-0183-9361

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo present a standardized methodology for linking different public health databases.

methodsThis 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.

resultsThe 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.

conclusionDatabase linkage and its analysis are valid and valuable tools for health services in supporting health surveillance actions.

Indexed as

Information Storage and RetrievalMedical Record LinkageBrazilDatabases, FactualHumansSoftware

Identifiers

PMID36287481
PMCPMC9887966

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.