Guanglei Hong
Scholar

Guanglei Hong

Google Scholar ID: SI5C1ooAAAAJ
Associate Professor of Comparative Human Development, University of Chicago
causal inferencemultilevel modelinglongitudinal data analysiseducationprogram evaluation
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Citations & Impact
All-time
Citations
1,244
 
H-index
18
 
i10-index
24
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
3 items
Ratio of Mediator Probability Weighting for Estimating Natural Direct and Indirect Effects
2025
Cited
68
Two-Phase Treatment with Noncompliance: Identifying the Cumulative Average Treatment Effect via Multisite Instrumental Variables
2025
Cited
0
Evaluating Organizational Effectiveness: A New Strategy to Leverage Multisite Randomized Trials for Valid Assessment
2024
Cited
0
Resume
Academic Achievements
  • - Book: Causality in a Social World: Moderation, Mediation, and Spill-over
  • - Paper: Ratio-of-mediator-probability weighting for causal mediation analysis in the presence of treatment-by-mediator interaction
  • - Paper: Causal mediation analysis in multi-site trials: An application of ratio-of-mediator-probability weighting to the Head Start Impact Study
  • - Paper: Mediation and spillover effects in group-randomized trials: A case study of the 4R’s educational intervention
  • - Paper: Covariate-informed parallel design: Discussion of “experimental designs for identifying causal mechanisms”
Research Experience
  • - Research work after completing Ph.D. at the University of Michigan
  • - Associate Professor with tenure at the University of Chicago
Education
  • - Ph.D., University of Michigan, 2004
Background
  • - Quantitative research methodology
  • - Causal inference theories and methods
  • - Experimental and quasi-experimental designs
  • - Multi-level modeling
  • - Longitudinal data analysis
  • - Policy and program evaluation
  • - Causal mediation analysis
  • - Instructional effectiveness