Missing School-Based Data due to COVID-19: Some Guidelines

In the wake of a global pandemic, most school buildings closed for the 2019-2020 school year two or three months early, while universities and research firms forced all in-person data collection to stop. Education scientists testing the efficacy or effectiveness of particular interventions were forced to abruptly stop data collection prior to collecting the critical data on children’s end-of school year progress. Methodological researchers have spent years developing ways to accommodate missing data into research strategies, both retrospectively and prospectively. In this research note, I discuss the potential educational research scenarios, and how missing data theory and methods can be applied to data collected during COVID-19 school year, allowing researchers to maximize the time, effort, and resources invested in their previously collected data.
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