Literature DB >> 27509550

[Use of causal diagrams in Epidemiology: application to a situation with confounding].

Taísa Rodrigues Cortes1, Eduardo Faerstein1, Claudio José Struchiner1,2.   

Abstract

Epidemiological research still rarely uses causal diagrams, despite growing recognition of their explanatory potential. One possible reason is that many research programs involve themes in which there is a certain degree of uncertainty as to mechanisms in the processes that generate the data. In this study, the relationship between occupational stress and obesity is used as an example of the application of causal diagrams to questions related to confounding. The article presents the selection stages for variables in statistical adjustment and the derivation of a causal diagram's statistical implications. The main advantage of causal diagrams is that they explicitly reveal the respective model's underlying hypotheses, allowing critical analysis of the implications and thereby facilitating identification of sources of bias and uncertainty in the epidemiological study's results.

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Year:  2016        PMID: 27509550     DOI: 10.1590/0102-311X00103115

Source DB:  PubMed          Journal:  Cad Saude Publica        ISSN: 0102-311X            Impact factor:   1.632


  7 in total

1.  Use of Causal Diagrams for Nursing Research: a Tool for Application in Epidemiological Studies.

Authors:  Wilson Cañón Montañez; Alba Luz Rodríguez Acelas
Journal:  Invest Educ Enferm       Date:  2019-02

2.  Food consumption according to the level of processing and sleep quality during the COVID-19 pandemic.

Authors:  Luiz Antônio Alves de Menezes-Júnior; Amanda Cristina de Souza Andrade; Hillary Nascimento Coletro; Raquel de Deus Mendonça; Mariana Carvalho de Menezes; George Luiz Lins Machado-Coelho; Adriana Lúcia Meireles
Journal:  Clin Nutr ESPEN       Date:  2022-03-24

3.  Association between the Degree of Processing of Consumed Foods and Sleep Quality in Adolescents.

Authors:  Raíssa da Silva Sousa; Maylla Luanna Barbosa Martins Bragança; Bianca Rodrigues de Oliveira; Carla Cristine Nascimento da Silva Coelho; Antônio Augusto Moura da Silva
Journal:  Nutrients       Date:  2020-02-12       Impact factor: 5.717

4.  Birth by cesarean section and mood disorders among adolescents of a birth cohort study in northern Brazil.

Authors:  S J D C Coelho; V M F Simões; R F L Batista; C C C Ribeiro; Z C Lamy; F Lamy-Filho; C A Carvalho; P C A F Viola; R C S Queiroz; A A Ferraro; H Bettiol
Journal:  Braz J Med Biol Res       Date:  2021-01-22       Impact factor: 2.590

5.  Psychological Distress in Men during the COVID-19 Pandemic in Brazil: The Role of the Sociodemographic Variables, Uncertainty, and Social Support.

Authors:  Anderson Reis de Sousa; Jules Ramon Brito Teixeira; Emanuel Missias Silva Palma; Wanderson Carneiro Moreira; Milena Bitencourt Santos; Herica Emilia Félix de Carvalho; Éric Santos Almeida; Raíssa Millena Silva Florencio; Aline Macêdo de Queiroz; Magno Conceição das Merces; Tilson Nunes Mota; Isabella Félix Meira Araújo; Josielson Costa da Silva; Sélton Diniz Dos Santos; Emerson Lucas Silva Camargo; Luciano Garcia Lourenção; Richardson Augusto Rosendo da Silva; Evanilda Souza de Santana Carvalho; Iracema Lua; Sônia Barros; Tânia Maria de Araújo; Márcia Aparecida Ferreira de Oliveira; Álvaro Pereira; Wilson Abreu; Carlos Alberto da Cruz Sequeira
Journal:  Int J Environ Res Public Health       Date:  2021-12-29       Impact factor: 3.390

Review 6.  Theoretical report: reflections and considerations for authors, reviewers, and editors.

Authors:  Breno Augusto Bormann de Souza Filho; Érika Fernandes Tritany; Cláudio José Struchiner
Journal:  Rev Saude Publica       Date:  2022-04-22       Impact factor: 2.772

7.  Maternal plasma folate concentration is positively associated with serum total cholesterol and low-density lipoprotein across the three trimesters of pregnancy.

Authors:  Manoela T da Silva; Maria F Mujica-Coopman; Amanda C C Figueiredo; Daniela Hampel; Luna S Vieira; Dayana R Farias; Setareh Shahab-Ferdows; Lindsay H Allen; Alex Brito; Yvonne Lamers; Gilberto Kac; Juliana S Vaz
Journal:  Sci Rep       Date:  2020-11-19       Impact factor: 4.379

  7 in total

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