Model Criticism of Bayesian Networks in Educational Assessment: A Systematic Review

Authors

Irina Uglanova, HSE UniversityFollow

DOI

https://doi.org/10.7275/21220899

Abstract

There is increased use of Bayesian networks (BN) in educational assessment. In psychometrics, BN serves as a measurement model with high flexibility, suitable to model educational assessment data with a complex structure. BN is a novel psychometric approach and not all aspects of its application are well-known. The article aims to provide the systematization of BN model criticism methods in the field of educational assessment. The review revealed the diversity of model criticism methods and the shortages of specific research. The results demonstrate the state-of-the-art and help to navigate practitioners and researchers.

Recommended Citation

Uglanova, Irina (2021) "Model Criticism of Bayesian Networks in Educational Assessment: A Systematic Review," Practical Assessment, Research, and Evaluation: Vol. 26, Article 22.
DOI: https://doi.org/10.7275/21220899
Available at: https://scholarworks.umass.edu/pare/vol26/iss1/22