Table 2 OLS analysis and quantile regression estimation for model 1
Variables | Dependent variable: depression (sample n = 8853) | |||||
|---|---|---|---|---|---|---|
OLS | Quantile regression | |||||
0.5 | 0.6 | 0.7 | 0.8 | 0.9 | ||
(1) | (2) | (3) | (4) | (5) | (6) | |
Individual socioeconomic status | ||||||
 Father’s education | −0.197 | −0.181 | −0.344** | −0.175 | −0.093 | − 0.098 |
(0.132) | (0.145) | (0.170) | (0.194) | (0.243) | (0.294) | |
 SHR-16 | −0.444*** | − 0.460*** | − 0.486*** | −0.521*** | − 0.649*** | − 0.676*** |
(0.055) | (0.061) | (0.073) | (0.086) | (0.102) | (0.121) | |
 Education | −0.739*** | −0.730*** | − 0.873*** | −1.080*** | −1.670*** | −0.776* |
(0.174) | (0.250) | (0.253) | (0.373) | (0.320) | (0.413) | |
 Income | −0.665*** | −0.628*** | − 0.753*** | −0.865*** | − 1.100*** | −1.280*** |
(0.046) | (0.055) | (0.060) | (0.075) | (0.090) | (0.106) | |
 Hukou | −0.348** | − 0.310* | − 0.347* | − 0.505** | −0.283 | − 0.365 |
(0.164) | (0.164) | (0.198) | (0.220) | (0.293) | (0.344) | |
Other | ||||||
 Age | 0.018** | 0.011 | 0.015 | 0.013 | 0.017 | 0.041** |
(0.007) | (0.008) | (0.009) | (0.011) | (0.013) | (0.016) | |
 Gender | −1.330*** | −1.290*** | −1.400*** | − 1.980*** | −2.230*** | −2.660*** |
(0.133) | (0.157) | (0.181) | (0.222) | (0.249) | (0.299) | |
 Marital | −1.400*** | −1.380*** | − 1.490*** | −1.920*** | − 2.000*** | − 2.680*** |
(0.161) | (0.218) | (0.235) | (0.308) | (0.294) | (0.409) | |
 Constant | 16.100*** | 15.000*** | 17.800*** | 21.600*** | 26.700*** | 30.700*** |
(0.744) | (0.874) | (0.969) | (1.210) | (1.410) | (1.680) | |
 Observations | 8853 | 8853 | 8853 | 8853 | 8853 | 8853 |
 R2 | 0.110 |  |  |  |  |  |
 Pseudo R2 |  | 0.595 | 0.596 | 0.595 | 0.606 | 0.601 |