Promise Effects on Enrollment
| Method | OLS | RF | IV |
|---|---|---|---|
| (1) | (2) | (3) | |
| Panel A: Enrollment within Six Months | |||
| (Mean of DV | After =0, Elig. =1) =0.612 | |||
| After × Eligible | 0.083** | 0.049 | 0.071 |
| [0.042] | [0.039] | [0.057] | |
| R2 | 0.150 | 0.150 | 0.150 |
| p-value of difference between (1) and (3) | 0.853 | ||
| Panel B: Enrollment within 12 Months | |||
| (Mean of DV | After =0, Elig. =1) =0.673 | |||
| After × Eligible | 0.059 | 0.016 | 0.023 |
| [0.041] | [0.038] | [0.055] | |
| R2 | 0.164 | 0.162 | 0.162 |
| p-value of difference between (1) and (3) | 0.533 | ||
| Panel C: Enrollment at Four-Year within Six Months | |||
| (Mean of DV | After =0, Elig. =1) =0.402 | |||
| After × Eligible | 0.094** | 0.049 | 0.071 |
| [0.038] | [0.037] | [0.053] | |
| R2 | 0.184 | 0.182 | 0.182 |
| p-value of difference between (1) and (3) | 0.745 | ||
| Panel D: Enrollment at Four-Year within 12 Months | |||
| (Mean of DV | After = 0, Elig. =1) = 0.411 | |||
| After × Eligible | 0.089** | 0.042 | 0.060 |
| [0.039] | [0.037] | [0.054] | |
| R2 | 0.187 | 0.185 | 0.185 |
| p-value of difference between (1) and (3) | 0.695 | ||
↵Notes: Standard errors robust to heteroskedasticity are in brackets. *p < 0.10, **p < 0.05, ***p < 0.01. Outcome timing is since high school graduation. Regressions include dummies for after the Promise, individual (pseudo-)eligibility, sex, race/ethnicity, free/reduced-price lunch status, and high school of graduation- by-graduation year. In Column 1, prior to 2006, eligibility is based on Promise rules had the Promise been in effect (rules-based eligibility). After 2006, eligibility is taken from administrative records from the Promise (observed eligibility). Column 2 always uses rules-based eligibility. Column 3 rescales the Column 2 coefficient by the first-stage coefficient. This first-stage coefficient is obtained, for the post-Promise period, by regressing observed eligibility on rules-based eligibility (and the same covariates as above) and is equal to 0.694; see Appendix Table A.5, Column 1. The first-stage F-test statistic is 1,266. The mean of the dependent variable is for eligible population in the pre-Promise period. The p-values are from a Hausman test of equality of the OLS and IV estimate. Sample size is 5,415.