Table 7.
First and second stage regressions to explore selection issue
| I. First stage regression, binomial probit of worked and worked full-time while pregnant: | ||
|---|---|---|
| Worked | Worked full-time | |
| Disabled before first birth | −0.5315c (0.0808) | −0.5400c (0.0823) |
| Black, non-Hispanic | −0.3078c (0.0354) | −0.2345c (0.0350) |
| Hispanic | −0.5771c (0.0353) | −0.4789c (0.0356) |
| Other race, non-Hispanic | −0.4552c (0.0462) | −0.3872c (0.0454) |
| Married, spouse present | −0.0575b (0.0271) | −0.0496a (0.0265) |
| Potential experience | 0.0353c (0.0065) | 0.0408c (0.0064) |
| Education: less than high school degree | −0.6039c (0.0458) | −0.5678c (0.0468) |
| Education: some college | 0.3314c (0.0315) | 0.2897c (0.0308) |
| Education: college degree or higher | 0.5590c (0.0462) | 0.4605cc (0.0442) |
| Had first birth before completing schooling | −0.1373c (0.0294) | −0.1617c (0.0287) |
| Lagged employment to population ratio, males aged 25–64 | −0.0028 (0.0101) | −0.0076 (0.0097) |
| Employment to population ratio, males aged 25–64 | 0.0340c (0.0115) | 0.0310c (0.0111) |
| (0.1923) | (0.1845) | |
| Constant | −2.3660b (1.1886) | −1.9304a (1.1609) |
| Observations | 14008 | 14008 |
| Log likelihood | −7,670 | −8,255 |
| II. Second stage regression, multinomial probit estimates | ||||||
|---|---|---|---|---|---|---|
| Part-time vs. Full-time | Stay home vs. Full-time | |||||
| No selection term |
Worked | Worked full-time |
No selection term |
Worked | Worked full-time |
|
| Inverse Mills ratio | 1.7868b (0.7797) | 1.9021c (0.7370) | 0.5958 (0.7078) | 0.7431 (0.6954) | ||
| FMLA in effect | 0.4163b (0.2069) | 0.4249b (0.2070) | 0.4251b (0.2070) | 0.2864 (0.1904) | 0.2893 (0.1904) | 0.2898 (0.1904) |
| FMLA time trend (1993–2002) | −0.0462 (0.0703) | −0.0508 (0.0704) | −0.0519 (0.0704) | −0.0699 (0.0665) | −0.0715 (0.0666) | −0.0720 (0.0666) |
| Square of FMLA time trend (1993–2002) | 0.0106a (0.0058) | 0.0109a (0.0058) | 0.0110a (0.0058) | 0.0146c (0.0055) | 0.0147c (0.0055) | 0.0147c (0.0055) |
| State law in effect | 0.3267c (0.0757) | 0.3243c (0.0757) | 0.3244c (0.0757) | 0.1820b (0.0739) | 0.1808b (0.0739) | 0.1807b (0.0739) |
| Log likelihood | −6,629 | −6,626 | −6,626 | −6,629 | −6,626 | −6,626 |
Note: Regression includes controls for birth cohort and age at birth
Standard errors in parentheses
significant at 10%;
significant at 5%;
significant at 1%
Note: Includes same controls as Table 4, model 1(c)