Assessing the Potential Impact of a Nationwide Class-Based Affirmative Action System
Alice Xiang, Donald B. Rubin

TL;DR
This study uses simulation to compare race-based and class-based affirmative action in law school admissions, finding that shifting to socioeconomic criteria reduces racial diversity without harming academic outcomes.
Contribution
It provides the first simulation-based analysis of the potential impact of replacing race-based affirmative action with socioeconomic-based policies in law school admissions.
Findings
Significant decrease in black students in top law school tiers.
No statistically significant change in graduation or bar passage rates.
Class-based affirmative action alone may not sustain racial diversity.
Abstract
We examine the possible consequences of a change in law school admissions in the United States from an affirmative action system based on race to one based on socioeconomic class. Using data from the 1991-1996 Law School Admission Council Bar Passage Study, students were reassigned attendance by simulation to law school tiers by transferring the affirmative action advantage for black students to students from low socioeconomic backgrounds. The hypothetical academic outcomes for the students were then multiply-imputed to quantify the uncertainty of the resulting estimates. The analysis predicts dramatic decreases in the numbers of black students in top law school tiers, suggesting that class-based affirmative action is insufficient to maintain racial diversity in prestigious law schools. Furthermore, there appear to be no statistically significant changes in the graduation and bar…
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