APS

2026 APS Annual Convention · 2026

Why a*b + C' ≠ C ? Addressing Conservation Anomalies In Mediation Analysis through Simulations and an R Shiny Tool

Barcelona, Spain · May 2026

Posters · How We Know: Methods, Measurement & Open Science

  • 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.

← Poster Session XI