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I conduct an online laboratory experiment with Prolific and Qualtrics to evaluate whether implementing an anonymous default grading setting on Canvas might promote grade equity. I report the average impact on grade gaps by race and gender and the underlying behaviors that drive those gaps. In particular, I measure information seeking, time spent grading, order effects, and self-reported ratings. Motivated by rational inattention theory consistent with a Bayesian learning model with costly signal extraction, this experiment provides experimental evidence on whether statistical discrimination and endogenous inattention can explain grade differences.
Presenter(s)
Tamara M. Ren, University of Oregon
Can blind grading on online platforms reduce grade gaps in education?
Category
Volunteer Session Abstract Submission
Description
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Session: [186] EXPERIMENT AND MACHINE LEARNING IN EDUCATION Date: 7/4/2023 Time: 2:30 PM to 4:15 PM