Table 5.
Propensity Score Matching Estimates (ATT) of the Effect of Marital Status at Birth and Marital History on Self-assessed Health at Age 40 among Women with a First Birth Prior to Age 25 (National Longitudinal Survey of Youth, 1979).
| Variable | Self-assessed Health at Age 40 |
|
|---|---|---|
| All Women |
Black Women |
|
| ATT | ATT | |
|
Panel A: Unmarried at birth and later married compared to married at birth | ||
| Unmarried at birth and married by age 40 | −.45*** | −.36** |
| (0 = married at birth) | (.12) | (.15) |
| Treatment observations | 260 | 208 |
| Control observations | 1,220 | 194 |
| Total n | 1,480 | 402 |
| Mean % bias | 3.4% | 3.6% |
| Gamma (Γ) | 1.8 | 1.3 |
|
Panel B: Unmarried at birth and never married compared to married at birth | ||
| Unmarried at birth and never married | −.22** | −.04 |
| (0 = married at birth) | (.08) | (.13) |
| Treatment observations | 701 | 407 |
| Control observations | 1,220 | 194 |
| Total n | 1,921 | 601 |
| Mean % bias | 2.7% | 5.7% |
| Gamma (Γ) | 1.3 | — |
|
Panel C: Unmarried at birth and never married compared to unmarried at birth and later married | ||
| Unmarried at birth and never married | .30** | .30** |
| (0 = unmarried at birth and later married) | (.11) | (.12) |
| Treatment observations | 721 | 420 |
| Control observations | 260 | 208 |
| Total n | 981 | 628 |
| Mean % bias | 4.8% | 4.3% |
| Gamma (Γ) | 1.5 | 1.4 |
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).