R2 effect-size measures for mediation analysis.
R(2) effect-size measures are presented to assess variance accounted for in mediation models. The measures offer a means to evaluate both component paths and the overall mediated effect in mediation models. Statistical simulation results indicate acceptable bias across varying parameter and sample-size combinations. The measures are applied to a real-world example using data from a team-based health promotion program to improve the nutrition and exercise habits of firefighters. SAS and SPSS computer code are also provided for researchers to compute the measures in their own data.
Fairchild
Amanda J
AJ
University of South Carolina, Columbia, South Carolina 29208, USA. afairchi@mailbox.sc.edu
Mackinnon
David P
DP
Taborga
Marcia P
MP
Taylor
Aaron B
AB
D000465:Algorithms; D035841:Behavioral Research / Q000379:methods* / Q000706:statistics & numerical data; D006293:Health Promotion; D006801:Humans; D015233:Models, Statistical; D017008:Negotiating; D011153:Population