NotesFAQContact Us
Collection
Advanced
Search Tips
Publication Date
In 20250
Since 20240
Since 2021 (last 5 years)1
Since 2016 (last 10 years)1
Since 2006 (last 20 years)1
Descriptor
Algorithms1
Artificial Intelligence1
Comparative Analysis1
Educational Research1
Hierarchical Linear Modeling1
Identification1
Randomized Controlled Trials1
Source
Society for Research on…1
Author
Jia Quan1
Walter Leite1
Wei Li1
Publication Type
Reports - Research1
Education Level
Audience
Location
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Showing one result Save | Export
Using Machine Learning Methods to Detect Heterogeneous Treatment Effects for Multilevel Randomized Controlled Trials: A Review and Empirical Comparison
Peer reviewed Peer reviewed
Direct linkDirect link
Wei Li; Walter Leite; Jia Quan – Society for Research on Educational Effectiveness, 2023
Background: Multilevel randomized controlled trials (MRCTs) have been widely used to evaluate the causal effects of educational interventions. Traditionally, educational researchers and policymakers focused on the average treatment effects (ATE) of the intervention. Recently there has been an increasing interest in evaluating the heterogeneity of…
Descriptors: Artificial Intelligence, Identification, Hierarchical Linear Modeling, Randomized Controlled Trials