To measure effect size, we calculated mediation ratios for the mediator-specific indirect effects and the total indirect effects. Mediation ratios are one of the most common measures of effect size for mediation (MacKinnon, 2008). Here they represented the ratio of the indirect effect of PAS to the total effect of PAS for each outcome (MacKinnon, 2008).
