APS

2024 APS Annual Convention

Methodological Innovations in Multilevel Modeling

Sunday, May 26, 2024 · San Francisco, CA

Oral · General

Multilevel modeling is increasingly used in psychology research with nested data. This symposium brings together four state-of-the-art developments in multilevel modeling: addressing cross-classification, reporting standards, accelerated longitudinal designs, and sample size planning for multilevel models. These talks address common issues encountered by researchers implementing multilevel models in complex designs.

Chairs & Discussants

  • Amanda MontoyaChair
    University of California, Los Angeles

Presentations

  1. Methods to Avoid Conflation of Level-Specific Effects in Cross-Classified Multilevel ModelsYingchi Guo
  2. Reconsidering Reporting Standards for Multilevel Modeling in PsychologyJoao Guassi Moreira
  3. Detecting Cohort Effects in Accelerated Longitudinal Designs Using Multilevel ModelsSimran Johal
  4. Sample Size Planning for Complex Multilevel ModelsStefany Mena