In Event: AERA Poster Session Wednesday 3:45pm

SIG-Systematic Review and Meta-Analysis

19. Boosting Screening Efficiency in Research Synthesis with Text Mining and Machine Learning (Poster 19) - Xiyu Wang, Purdue University; Yukiko Maeda, Purdue University

20. Enhancing Research Synthesis Efficiency through Transparent AI-Powered Data Extraction (Poster 20) - Xiyu Wang, Purdue University; Yukiko Maeda, Purdue University; Hua-Hua Chang, Purdue University

21. Current Landscape of Professional Development of Teachers’ Capacity for Computing Education: A Systematic Literature Review (Poster 21) - Xiaoxia A. Newton, University of North Carolina - Charlotte; Zhi Li, University of Illinois College of Medicine Rockford; Yi Wang, Purdue University; Beth Auten, University of North Carolina - Charlotte

22. Enhancing Meta-Analyses with LLM-Assisted Literature Screening: A Case Study on AI-STEM Education and Critical Thinking (Poster 22) - Xuechun Wang, The Chinese University of Hong Kong; Alan C. K. Cheung, The Chinese University of Hong Kong

23. Individual Participant Data Meta-Analysis of Single-Case Experimental Design Data: A Monte Carlo Simulation Study (Poster 23) - Yukang Xue, University at Albany - SUNY; Mariola Moeyaert, University at Albany - SUNY

24. Knowledge, Equity, and Evolution in Educational Administration Research: A Review of 22,000 Articles (1920-2025) (Poster 24) - Aziz Awaludin, University of Wisconsin - Madison; Saiful Falah, Institut Ummul Quro Al-Islami Bogor

25. The Hidden Variable: Socioeconomic Status as a Predictor of Standardized Admissions Assessment Performance - A Meta-Analysis (Poster 25) - Kiya Ma, University of Kansas

26. Designing for Self-Regulation: A Systematic Literature Review of Metacognitive Prompts in Technology-enhanced Learning (Poster 26) - Shiyang Zhang, University of Pennsylvania; Xianghui Meng, Columbia University