In Event: AERA Poster Session Wednesday 3:45pm

SIG-Systematic Review and Meta-Analysis

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

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

Current Landscape of Professional Development of Teachers’ Capacity for Computing Education: A Systematic Literature Review - 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

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

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

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

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

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