APS

2024 APS Annual Convention · 2024

Assessing 2–2–1 Mediation with Plausible Values: Comparisons of Multilevel Mediation Modeling Methods and Confidence Intervals

San Francisco, CA · May 2024

Poster · Methodology

  • Yue Li
    University of California, Merced
  • Fan Jia
    University of California, Merced

Abstract

A 2–2–1 mediation design with plausible values is common in large-scale assessments. This simulation study examined the efficacy to estimate indirect effects of multilevel SEM, two-step analysis, and aggregation method under various conditions, along with three CI construction methods—delta, distribution of the product, and Monte Carlo.

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