APS
2026 APS Annual Convention · 2026
Why a*b + C' ≠ C ? Addressing Conservation Anomalies In Mediation Analysis through Simulations and an R Shiny Tool
- Jacky Chi Kit Ng
The Hong Kong Polytechnic University - Congqing He
Universiti Sains Malaysia
Abstract
This study identifies two anomalies of mediation analysis in psychological research, in which the total effects and explained variance are not conserved. To safeguard the validity of mediation results, a three‑step correction procedure is proposed, supported by analytical proof, validated through simulations, and supplemented by an R Shiny web application.