Causal Inference and Sensitivity Analysis Methods: A Field Guide for Science Education Researchers

Co-author · OSF preprint (2026). A field guide to causal inference and sensitivity analysis for science education researchers.
Preprint
Causal Inference
Sensitivity Analysis
Authors

H. Zhang

J. M. Rosenberg

K. A. Frank

Wei Wang

R. Xu

Preprint year

2026

OSF preprint · 2026

This entry describes a preprint, not an accepted journal article.

Overview

This field guide addresses causal inference and sensitivity analysis methods for science education researchers. It complements my work on the IES-funded konfound project, which develops tools for assessing the robustness of causal inferences.

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Citation

Zhang, H., Rosenberg, J. M., Frank, K. A., Wang, W., & Xu, R. (2026). Causal inference and sensitivity analysis methods: A field guide for science education researchers. OSF Preprints. https://doi.org/10.31234/osf.io/kn5qb_v2