Matching on observables
| Ex ante - 2008–12 | |||||||
|---|---|---|---|---|---|---|---|
| Variables | Sample | Treated | Controls | Difference | S.E. | T-stat | p-value |
| Age | Unmatched | 40.73 | 45.93 | −5.20 | 0.14 | −35.91 | 0.00 |
| ATT | 40.73 | 38.73 | 2.00 | 1.23 | 1.63 | 0.10 | |
| Education | Unmatched | 16.38 | 15.82 | 0.55 | 0.04 | 15.00 | 0.00 |
| ATT | 16.38 | 16.33 | 0.05 | 0.30 | 0.15 | 0.88 | |
| Experience | Unmatched | 24.36 | 30.11 | −5.75 | 0.16 | −36.03 | 0.00 |
| ATT | 24.36 | 22.40 | 1.96 | 1.31 | 1.50 | 0.13 | |
| Gender | Unmatched | 0.96 | 0.75 | 0.21 | 0.00 | 62.42 | 0.00 |
| ATT | 0.96 | 0.96 | 0.00 | 0.04 | −0.01 | 0.99 | |
| Race | Unmatched | 0.51 | 0.52 | −0.02 | 0.01 | −2.12 | 0.03 |
| ATT | 0.51 | 0.52 | −0.01 | 0.04 | −0.33 | 0.74 | |
| Ex ante - 2008–12 | |||||||
|---|---|---|---|---|---|---|---|
| Variables | Sample | Treated | Controls | Difference | S.E. | T-stat | |
| Age | Unmatched | 40.73 | 45.93 | −5.20 | 0.14 | −35.91 | 0.00 |
| ATT | 40.73 | 38.73 | 2.00 | 1.23 | 1.63 | 0.10 | |
| Education | Unmatched | 16.38 | 15.82 | 0.55 | 0.04 | 15.00 | 0.00 |
| ATT | 16.38 | 16.33 | 0.05 | 0.30 | 0.15 | 0.88 | |
| Experience | Unmatched | 24.36 | 30.11 | −5.75 | 0.16 | −36.03 | 0.00 |
| ATT | 24.36 | 22.40 | 1.96 | 1.31 | 1.50 | 0.13 | |
| Gender | Unmatched | 0.96 | 0.75 | 0.21 | 0.00 | 62.42 | 0.00 |
| ATT | 0.96 | 0.96 | 0.00 | 0.04 | −0.01 | 0.99 | |
| Race | Unmatched | 0.51 | 0.52 | −0.02 | 0.01 | −2.12 | 0.03 |
| ATT | 0.51 | 0.52 | −0.01 | 0.04 | −0.33 | 0.74 | |
Source:
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