Table 5.
Simulation results: robustness checks.
Robustness checks | ||||
---|---|---|---|---|
Main specification |
Alternate 1 | Alternate 2 | Alternate 3 | |
Weight placed on Proxyi (i.e., θ) to fully restore URM share | 2.6 | 2.5 | 3.6 | 2.3 |
Predicted cumulative GPA in UT classes | 2.929 | 2.930 | 2.932 | 2.932 |
Change relative to passive affirmative action ban | −0.023 | −0.022 | −0.019 | −0.020 |
Change relative to traditional affirmative action | −0.015 | −0.014 | −0.011 | −0.012 |
Efficiency of proxy-based affirmative action | 99.2% | 99.3% | 99.3% | 99.3% |
Predicted likelihood of graduating from UT within six years | 74.4% | 74.4% | 74.5% | 74.5% |
Change relative to passive affirmative action ban | −0.75% | −0.72% | −0.65% | −0.65% |
Change relative to traditional affirmative action | −0.53% | −0.51% | −0.44% | −0.44% |
Efficiency of proxy-based affirmative action | 99.0% | 99.0% | 99.1% | 99.1% |
For every 10,000 enrollees, UT should expect this many fewer graduates | −75 | −72 | −65 | −65 |
Notes: Alternate 1: likelihood of being a URM computed as the sum of the likelihoods of being black, Hispanic, and American Indian.
Alternate 2: likelihood of being a URM predicted only using variables that have same sign effect on likelihood of graduation.
Alternate 3: likelihood of being a URM predicted using squared and cubed continuous variables and full set of interactions.
“Efficiency” is defined as college performance under proxy-based AA/college performance under passive AA ban.