From: Gender disparities in the education gradient in self-reported health across birth cohorts in China
Full Sample | Female Only | Male Only | |||||||||||||||||||
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Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | |||||||||||||||
Coef. | O.R. | P | Coef. | O.R. | P | Coef. | O.R. | P | Coef. | O.R. | P | Coef. | O.R. | P | Coef. | O.R. | P | Coef. | O.R. | P | |
Fixed Effect Component | |||||||||||||||||||||
For Intercept | |||||||||||||||||||||
Intercept Mean | 0.828 | 2.289 | *** | 0.697 | 2.008 | *** | 1.024 | 2.784 | *** | 1.162 | 3.195 | *** | −0.533 | 0.587 | * | −0.183 | 0.833 | −0.673 | 0.510 | + | |
Age (Centered at 22) | − 0.043 | 0.958 | *** | −0.041 | 0.959 | *** | −0.047 | 0.954 | *** | −0.046 | 0.955 | *** | − 0.040 | 0.961 | *** | − 0.053 | 0.948 | *** | −0.020 | 0.980 | * |
Age Squared | 0.001 | 1.001 | *** | 0.001 | 1.001 | *** | 0.001 | 1.001 | *** | 0.001 | 1.001 | *** | 0.001 | 1.001 | *** | 0.001 | 1.001 | *** | 0.001 | 1.001 | ** |
Male | 0.399 | 1.490 | *** | 0.446 | 1.561 | *** | 0.392 | 1.480 | *** | 0.392 | 1.479 | *** | 0.384 | 1.469 | *** | ||||||
Education (Years) | 0.091 | 1.095 | *** | 0.086 | 1.089 | *** | 0.085 | 1.088 | *** | 0.055 | 1.056 | *** | 0.038 | 1.039 | ** | 0.016 | 1.017 | 0.048 | 1.049 | ** | |
Male*Education | −0.016 | 0.984 | *** | −0.006 | 0.994 | −0.004 | 0.996 | −0.005 | 0.995 | ||||||||||||
Cohort (Old China: 1908–38) | |||||||||||||||||||||
New China:1939–46 | −0.109 | 0.897 | −0.171 | 0.843 | −0.131 | 0.877 | −0.147 | 0.863 | −0.145 | 0.865 | |||||||||||
Lost Generation: 1947–55 | −0.172 | 0.842 | −0.241 | 0.786 | + | −0.184 | 0.832 | −0.364 | 0.695 | + | 0.063 | 1.065 | |||||||||
Early Cultural Revolution: 1956–60 | −0.318 | 0.728 | + | −0.504 | 0.604 | ** | −0.435 | 0.648 | * | −0.724 | 0.485 | ** | 0.035 | 1.035 | |||||||
Late Cultural Revolution: 1961–66 | −0.416 | 0.659 | * | −0.476 | 0.621 | * | −0.357 | 0.700 | + | −0.739 | 0.478 | ** | 0.290 | 1.336 | |||||||
Economic Reform: 1967–76 | −0.420 | 0.657 | + | −0.709 | 0.492 | ** | −0.510 | 0.601 | * | −0.989 | 0.372 | ** | 0.242 | 1.274 | |||||||
Early Opening-Ups: 1977–83 | −0.366 | 0.693 | −0.702 | 0.496 | * | −0.388 | 0.678 | −1.021 | 0.360 | ** | 0.546 | 1.726 | |||||||||
Late Opening-Ups: 1984–94 | −0.131 | 0.877 | −0.127 | 0.881 | 0.246 | 1.279 | −0.279 | 0.756 | 0.804 | 2.234 | |||||||||||
Interaction: Education*Cohort | |||||||||||||||||||||
Education*New China | 0.016 | 1.016 | 0.021 | 1.022 | 0.038 | 1.038 | 0.025 | 1.025 | |||||||||||||
Education*Lost Generation | 0.013 | 1.013 | 0.017 | 1.017 | 0.040 | 1.040 | 0.004 | 1.004 | |||||||||||||
Education*Early Cultural Revolution | 0.038 | 1.038 | * | 0.045 | 1.046 | ** | 0.061 | 1.063 | * | 0.026 | 1.027 | ||||||||||
Education*Late Cultural Revolution | 0.018 | 1.018 | 0.022 | 1.023 | 0.038 | 1.039 | 0.002 | 1.002 | |||||||||||||
Education*Economic Reform | 0.057 | 1.058 | *** | 0.059 | 1.061 | *** | 0.084 | 1.088 | *** | 0.033 | 1.033 | ||||||||||
Education*Early Opening-Ups | 0.062 | 1.063 | *** | 0.058 | 1.059 | ** | 0.097 | 1.102 | *** | 0.022 | 1.022 | ||||||||||
Education*Late Opening-Ups | 0.024 | 1.024 | 0.019 | 1.020 | 0.039 | 1.040 | 0.027 | 1.027 | |||||||||||||
Family Income | 0.157 | 1.170 | *** | 0.158 | 1.172 | *** | 0.155 | 1.168 | *** | ||||||||||||
Employed | 0.262 | 1.299 | *** | 0.166 | 1.180 | *** | 0.393 | 1.481 | *** | ||||||||||||
Physical Exercise | 0.050 | 1.051 | *** | 0.051 | 1.052 | *** | 0.049 | 1.051 | ** | ||||||||||||
For Linear Growth Rates or Slope (Timestamp = Survey Waves 2010–2016) | |||||||||||||||||||||
Slope Mean | − 0.009 | 2.289 | −0.016 | 0.984 | *** | −0.059 | 0.943 | + | −0.057 | 0.945 | 0.048 | 1.049 | 0.016 | 1.016 | 0.113 | 1.119 | + | ||||
Age (Centered at 22) | −0.001 | 0.999 | 0.001 | 1.001 | 0.001 | 1.001 | 0.000 | 1.000 | 0.002 | 1.002 | −0.002 | 0.998 | |||||||||
Male | −0.002 | 0.998 | 0.016 | 1.016 | 0.016 | 1.016 | 0.017 | 1.017 | |||||||||||||
Education (Years) | −0.001 | 0.999 | 0.001 | 1.001 | 0.001 | 1.001 | 0.002 | 1.002 | 0.005 | 1.005 | −0.003 | 0.997 | |||||||||
Male*Education | −0.003 | 0.997 | * | −0.003 | 0.997 | * | −0.003 | 0.997 | * | ||||||||||||
Cohort (Old China: 1908–38) | |||||||||||||||||||||
New China:1939–46 | 0.004 | 1.004 | 0.014 | 1.014 | 0.005 | 1.005 | 0.012 | 1.012 | −0.002 | 0.998 | |||||||||||
Lost Generation: 1947–55 | 0.017 | 1.017 | 0.004 | 1.004 | −0.014 | 0.986 | 0.011 | 1.011 | −0.048 | 0.953 | |||||||||||
Early Cultural Revolution: 1956–60 | 0.035 | 1.036 | 0.044 | 1.045 | 0.020 | 1.020 | 0.072 | 1.075 | −0.077 | 0.926 | |||||||||||
Late Cultural Revolution: 1961–66 | 0.051 | 1.052 | 0.031 | 1.032 | + | −0.002 | 0.998 | 0.036 | 1.037 | −0.048 | 0.953 | ||||||||||
Economic Reform: 1967–76 | 0.076 | 1.079 | + | 0.084 | 1.087 | 0.040 | 1.041 | 0.099 | 1.104 | −0.048 | 0.953 | ||||||||||
Early Opening-Ups: 1977–83 | 0.085 | 1.089 | 0.093 | 1.098 | 0.034 | 1.034 | 0.092 | 1.096 | −0.060 | 0.942 | |||||||||||
Late Opening-Ups: 1984–94 | 0.022 | 1.023 | 0.048 | 1.050 | −0.019 | 0.981 | −0.024 | 0.976 | 0.054 | 1.055 | |||||||||||
Interaction: Education*Cohort | |||||||||||||||||||||
Education*New China | −0.003 | 0.997 | −0.003 | 0.997 | −0.005 | 0.995 | −0.003 | 0.997 | |||||||||||||
Education*Lost Generation | 0.003 | 1.003 | 0.003 | 1.003 | 0.000 | 1.000 | 0.003 | 1.003 | |||||||||||||
Education*Early Cultural Revolution | −0.002 | 0.998 | −0.003 | 0.997 | −0.006 | 0.994 | 0.002 | 1.002 | |||||||||||||
Education*Late Cultural Revolution | 0.003 | 1.003 | 0.002 | 1.002 | −0.001 | 0.999 | 0.001 | 1.001 | |||||||||||||
Education*Economic Reform | −0.002 | 0.998 | −0.002 | 0.998 | −0.007 | 0.993 | 0.000 | 1.000 | |||||||||||||
Education*Early Opening-Ups | −0.002 | 0.998 | − 0.002 | 0.998 | −0.001 | 0.999 | −0.004 | 0.996 | |||||||||||||
Education*Late Opening-Ups | −0.003 | 0.997 | −0.004 | 0.996 | 0.000 | 1.000 | −0.018 | 0.982 | * | ||||||||||||
Family Income | −0.006 | 0.994 | −0.007 | 0.993 | + | −0.004 | 0.996 | ||||||||||||||
Employed | −0.009 | 0.991 | * | − 0.006 | 0.994 | −0.014 | 0.986 | ||||||||||||||
Physical Exercise | −0.008 | 0.992 | − 0.008 | 0.992 | ** | −0.007 | 0.993 | * | |||||||||||||
Total Variance | 1.617 | 1.677*** | 1.679*** | 1.679*** | 1.658*** | 1.605*** | 1.723*** | ||||||||||||||
Sample Size | 100,608 | 51,395 | 49,213 |