Notes:Overall effect of Female rate on burnout (tau) = -1.734 (p 2e-91).
* This intervening variable did not meet inclusion criteria in the final random forest analysis.
† This product estimates the relative impact of the intervening variables if the entire workforce has the same impact as women on the intervening variables.
‡ Effect type:
• Mediation: the absolute overall effect |c| ( 1.734 ) is larger than the absolute direct effect |c′|.
• Suppression: |c′| is larger than |c| ( 1.734 ).
‖. Cofactors representing religion may have attenuated beta-coefficients due to the "tautological" overlapping concepts between predictors and outcome (Koenig and Carey 2025, PMID
39808227).