Trends in Mediation Analysis in Nursing Research: Improving Current Practice.
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.
1 University of Nebraska Medical Center, Lincoln, NE, USA.
Melody
M
Hertzog
D003627:Data Interpretation, Statistical; D006801:Humans; D015233:Models, Statistical; D017008:Negotiating / Q000379:methods*; D015399:Nursing Research / Q000379:methods*; D012107:Research Design
mediation analysis; mediation model; methodological review; statistical mediation