Literature DB >> 28322652

Trends in Mediation Analysis in Nursing Research: Improving Current Practice.

Melody Hertzog1.   

Abstract

The purpose of this study was to describe common approaches used by nursing researchers to test mediation models and evaluate them within the context of current methodological advances. MEDLINE was used to locate studies testing a mediation model and published from 2004 to 2015 in nursing journals. Design (experimental/correlation, cross-sectional/longitudinal, model complexity) and analysis (method, inclusion of test of mediated effect, violations/discussion of assumptions, sample size/power) characteristics were coded for 456 studies. General trends were identified using descriptive statistics. Consistent with findings of reviews in other disciplines, evidence was found that nursing researchers may not be aware of the strong assumptions and serious limitations of their analyses. Suggestions for strengthening the rigor of such studies and an overview of current methods for testing more complex models, including longitudinal mediation processes, are presented.

Keywords:  mediation analysis; mediation model; methodological review; statistical mediation

Mesh:

Year:  2017        PMID: 28322652     DOI: 10.1177/0193945916687782

Source DB:  PubMed          Journal:  West J Nurs Res        ISSN: 0193-9459            Impact factor:   1.967


  3 in total

1.  Development of A Guideline for Reporting Mediation Analyses (AGReMA).

Authors:  Aidan G Cashin; James H McAuley; Sarah E Lamb; Sally Hopewell; Steven J Kamper; Christopher M Williams; Nicholas Henschke; Hopin Lee
Journal:  BMC Med Res Methodol       Date:  2020-02-03       Impact factor: 4.615

Review 2.  Mediation analysis methods used in observational research: a scoping review and recommendations.

Authors:  Judith J M Rijnhart; Sophia J Lamp; Matthew J Valente; David P MacKinnon; Jos W R Twisk; Martijn W Heymans
Journal:  BMC Med Res Methodol       Date:  2021-10-25       Impact factor: 4.615

Review 3.  A Systematic Review of the Reporting Quality of Observational Studies That Use Mediation Analyses.

Authors:  Rodrigo R N Rizzo; Aidan G Cashin; Matthew K Bagg; Sylvia M Gustin; Hopin Lee; James H McAuley
Journal:  Prev Sci       Date:  2022-02-15
  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.