Logistic Regression Estimates | Decomposition Estimates | ||||||
---|---|---|---|---|---|---|---|
Without Health & Behavioral Variables | With Health & Behavioral Variables | ||||||
OR | SE | ρ | Absolute Difference | Relative Proportion | Absolute Difference | Relative Proportion | |
South Korea | 0.327 | 0.042 | < 0.001 | ||||
Age | 0.000 | 0.027 | 0.000 | 0.018 | |||
65–74 (ref) | 0.000 | 0.000 | |||||
75–84 | 1.37 | 0.143 | 0.003 | 0.000 | 0.000 | ||
85 + | 2.295 | 0.274 | < 0.001 | 0.000 | 0.000 | ||
Gender (female) | 1.172 | 0.121 | 0.124 | 0.000 | 0.037 | 0.000 | 0.012 |
Education | 0.010 | 2.802 | 0.012 | 3.318 | |||
Less than high school (ref) | 0.014 | 0.016 | |||||
High school graduate | 1.257 | 0.140 | 0.0398 | -0.004 | -0.004 | ||
College and above | 1.581 | 0.191 | < 0.001 | 0.000 | 0.000 | ||
Marital Status | 0.001 | 0.153 | 0.001 | 0.155 | |||
Married (ref) | 0.001 | 0.001 | |||||
Not married | 1.460 | 0.148 | < 0.001 | 0.000 | 0.000 | ||
Number of living children | 0.963 | 0.020 | 0.064 | 0.000 | 0.024 | 0.000 | 0.021 |
Income Quartiles | -0.008 | -2.038 | -0.007 | -1.931 | |||
25% (ref) | -0.008 | -0.007 | |||||
50% | 0.363 | 0.037 | < 0.001 | 0.000 | 0.000 | ||
75% | 0.117 | 0.022 | < 0.001 | 0.000 | 0.000 | ||
100% | 0.043 | 0.016 | < 0.001 | 0.000 | 0.000 | ||
Self-rated Health | -0.011 | -3.076 | |||||
Excellent (ref) | -0.003 | ||||||
Very good | 1.145 | 0.374 | 0.678 | 0.000 | |||
Good | 1.817 | 0.564 | 0.054 | -0.001 | |||
Fair | 3.377 | 1.037 | < 0.001 | 0.000 | |||
Poor | 5.964 | 1.861 | < 0.001 | -0.007 | |||
BMI | 0.985 | 0.008 | 0.059 | 0.011 | 2.901 | ||
Smoking history | 1.088 | 0.099 | 0.355 | -0.002 | -0.414 | ||
Total explained | 0.004 | 0.004 | |||||
Unexplained* | 0.023 | 0.023 | |||||
Total difference* | 0.027 | 1.000 | 0.026 | 1.000 | |||
R Squared | 0.1750 |