A tutorial on Bayesian item response theory: An illustration using the Teacher Stress Inventory-Short Form

2025/01/10 by Sonja D. Winter, Colleen L. Eddy, Wenxi Yang +1 · 1 voice
Psychology · Social Sciences · #Early Childhood Education and Development #Educational and Psychological Assessments #Resilience and Mental Health

paper · doi:10.1016/j.jsp.2024.101427

openalex publication_date 2025/01/10 · crossref created 2025/01/10 · crossref issued 2025/04/01 · crossref published 2025/04/01 · crossref published-print 2025/04/01 · crossref deposited 2025/04/16 · openalex created_date 2025/10/10 · crossref indexed 2026/03/23 · openalex updated_date 2026/03/23

Citations

• Marginal Maximum Likelihood Estimation of Item Parameters: Application of an EM Algorithm
• Generating random correlation matrices based on vines and extended onion method
• Teacher Stress: Directions for future research
• The Prosocial Classroom: Teacher Social and Emotional Competence in Relation to Student and Classroom Outcomes

Discussions

• A recent tutorial paper by @wesbonifay.bsky.social et al on Bayesian IRT with brms called for the creation of an R package make it easier for researchers to run this type of analysis. While my package [bsky, 4 points, 1 comments]