Table 5.
Propensity score matching estimation of the effects of living without parents at the ages of 0–6/7–12/13–15/16–18 on individual physical and mental health in adulthood, China, 2018.
| Method | Nearest neighbor | Radius | Kernel | Local linear regression | |
|---|---|---|---|---|---|
| 0–6 years | Physical health (ATT) | −0.215*** | −0.201*** | −0.192*** | −0.203*** |
| (−3.92) | (−4.04) | (−3.89) | (−3.19) | ||
| Mental health (ATT) | 0.264*** | 0.276*** | 0.277*** | 0.278*** | |
| (4.25) | (4.79) | (4.84) | (3.97) | ||
| 7–12 years | Physical health (ATT) | −0.145*** | −0.151*** | −0.142*** | −0.152*** |
| (−2.75) | (−3.15) | (−2.99) | (−2.46) | ||
| Mental health (ATT) | 0.259*** | 0.234*** | 0.233*** | 0.234*** | |
| (4.56) | (4.41) | (4.42) | (3.59) | ||
| 13–15 years | Physical health (ATT) | −0.132*** | −0.112*** | −0.110*** | −0.118** |
| (−2.89) | (−2.70) | (−2.67) | (−2.18) | ||
| Mental health (ATT) | 0.174*** | 0.164*** | 0.163*** | 0.170*** | |
| (3.56) | (3.59) | (3.61) | (3.06) | ||
| 16–18 years | Physical health (ATT) | −0.132*** | −0.112*** | −0.110*** | −0.118** |
| (−2.89) | (−2.70) | (−2.67) | (−2.18) | ||
| Mental health (ATT) | 0.174*** | 0.164*** | 0.163*** | 0.170*** | |
| (3.56) | (3.59) | (3.61) | (3.06) | ||
ATT means the average treatment effect on treatment. T-statistics are reported in parentheses. The element number of the nearest-neighbor matching with a caliper was 4, the radius was set to 0.01 in radius matching, and kernel matching and local-linear matching used default kernels and bandwidth.
p < 0.01,
p < 0.05.