Table 3.
OLS analysis and quantile regression estimation for model 2 (Internet usage)
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 | −0.168 | −0.163 | −0.264 | −0.138 | −0.118 | −0.143 |
(0.132) | (0.149) | (0.163) | (0.188) | (0.238) | (0.310) | |
SRH-16 | −0.437*** | −0.443*** | − 0.451*** | −0.526*** | − 0.640*** | −0.666*** |
(0.055) | (0.062) | (0.070) | (0.083) | (0.099) | (0.128) | |
Education | −0.734*** | −0.722*** | − 0.874*** | −1.120*** | −1.660*** | −0.803* |
(0.175) | (0.238) | (0.255) | (0.376) | (0.311) | (0.421) | |
Income | −0.685*** | −0.642*** | − 0.752*** | −0.894*** | −1.130*** | −1.300*** |
(0.048) | (0.057) | (0.061) | (0.077) | (0.090) | (0.114) | |
Hukou | −0.137 | −0.154 | −0.238 | − 0.266 | −0.082 | 0.256 |
(0.181) | (0.201) | (0.215) | (0.242) | (0.329) | (0.407) | |
Digital technology usage | ||||||
Internet usage | −5.800** | −3.500* | −4.690*** | −9.620*** | −9.370** | −12.40*** |
(2.890) | (2.070) | (1.680) | (2.910) | (4.140) | (3.890) | |
Other | ||||||
Age | 0.014* | 0.008 | 0.011 | 0.009 | 0.013 | 0.033* |
(0.007) | (0.008) | (0.009) | (0.011) | (0.013) | (0.017) | |
Gender | −1.330*** | −1.290*** | −1.360*** | −1.970*** | −2.190*** | −2.790*** |
(0.133) | (0.158) | (0.175) | (0.213) | (0.250) | (0.315) | |
Marital | −1.410*** | −1.400*** | − 1.610*** | −1.970*** | −2.050*** | − 2.520*** |
(0.161) | (0.212) | (0.235) | (0.307) | (0.290) | (0.414) | |
Interaction effect | ||||||
Internet usage * education | 0.556 | −1.460*** | −0.142 | 0.765 | 4.570*** | 4.640* |
(2.400) | (0.546) | (0.719) | (1.230) | (1.450) | (2.620) | |
Internet usage * income | 0.502** | 0.472** | 0.431** | 0.816*** | 0.473 | 0.824* |
(0.206) | (0.211) | (0.179) | (0.271) | (0.439) | (0.449) | |
Internet usage * hukou | −0.760* | −0.550 | −0.440 | −0.369 | −1.020 | −2.680** |
(0.454) | (0.449) | (0.375) | (0.625) | (0.798) | (1.100) | |
Constant | 16.500*** | 15.200*** | 18.000*** | 22.100*** | 27.200*** | 31.200*** |
(0.753) | (0.900) | (0.951) | (1.210) | (1.400) | (1.760) | |
Observations | 8853 | 8853 | 8853 | 8853 | 8853 | 8853 |
R2 | 0.110 | |||||
Pseudo R2 | 0.595 | 0.596 | 0.595 | 0.607 | 0.601 |
a standardize coefficients are reported; standard errors in parentheses
b ***p < 0.01, **p < 0.05, *p < 0.1