Table 3.
Propensity Score Matching Results (ATT) Estimating the Effect of Age at First Birth on Age 40 Self-assessed Health among Women with a First Birth between Ages 15 and 19 (National Longitudinal Survey of Youth, 1979).
| Variable | Self-assessed Health at Age 40 |
||
|---|---|---|---|
| Black Women |
White Women |
Hispanic Women |
|
| ATT | ATT | ATT | |
|
Panel A: First birth ages 15–19 compared to ages 25–35 | |||
| First birth ages 15–19 | −.35** | −.14 | −.05 |
| (0 = first birth ages 25–35) | (.11) | (.09) | (.18) |
| Treatment observations | 431 | 347 | 254 |
| Control observations | 207 | 758 | 182 |
| Total n | 638 | 1,105 | 436 |
| Mean % bias | 4.0% | 5.3% | 4.7% |
| Gamma (Γ) | 1.2 | — | — |
|
Panel B: First birth ages 20–24 compared to ages 25–35 | |||
| First birth ages 20–24 | −.25* | −.18* | −.08 |
| (0 = first birth ages 25–35) | (.11) | (.08) | (.15) |
| Treatment observations | 323 | 512 | 242 |
| Control observations | 207 | 758 | 182 |
| Total n | 523 | 1,270 | 424 |
| Mean % bias | 5.2% | 4.3% | 5.3% |
| Gamma (Γ) | 1.5 | 1.2 | — |
|
Panel C: First birth ages 20–24 compared to ages 15–19 | |||
| First birth age 20–24 | .10 | −.00 | .03 |
| (0 = first birth ages 15–19) | (.10) | (.09) | (.13) |
| Treatment observations | 322 | 502 | 241 |
| Control observations | 491 | 363 | 261 |
| Total n | 813 | 865 | 502 |
| Mean % bias | 4.1% | 4.1% | 3.7% |
Note: Standard errors in parentheses. ATT = average treatment effect for the treated. Mean % bias is the average bias in covariate balance after matching. Gamma (Γ) is the factor by which an unobserved covariate must cause the odds ratio of treatment assignment to differ between treatment and control cases in order for the estimated treatment effect to no longer be statistically significant.
p <.05
p <.01
p <.001 (two-tailed tests).