Missing data and bias in physics education research: A case for using multiple imputation

[This paper is part of the Focused Collection on Quantitative Methods in PER: A Critical Examination.] Physics education researchers (PER) commonly use complete-case analysis to address missing data. For complete-case analysis, researchers discard all data from any student who is missing any data. D...

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Bibliographic Details
Main Authors: Jayson Nissen, Robin Donatello, Ben Van Dusen
Format: Article
Language:English
Published: American Physical Society 2019-07-01
Series:Physical Review Physics Education Research
Online Access:http://doi.org/10.1103/PhysRevPhysEducRes.15.020106