Table 3.
Variables | Rural to Urban Respondents | Urban to Urban Respondents | All Respondents | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AOR/ICC † | SE | p Value | 95%CI | AOR/ICC | SE | p Value | 95%CI | AOR/ICC | SE | p Value | 95%CI | |||||
Fixed effects (Level 1) | ||||||||||||||||
Enrolment with a local social health insurance program | No (reference) | |||||||||||||||
Yes * | 1.24 | 0.08 | <0.001 | 1.09 | 1.42 | 1.09 | 0.09 | 0.32 | 0.92 | 1.28 | 1.18 | 0.06 | <0.001 | 1.06 | 1.30 | |
Gender | Male (reference) | |||||||||||||||
Female | 1.06 | 0.04 | 0.10 | 0.99 | 1.13 | 1.15 | 0.07 | 0.03 | 1.02 | 1.30 | 1.08 | 0.03 | 0.01 | 1.02 | 1.14 | |
Age (Years) | 15–24 (reference) | |||||||||||||||
25–34 | 1.09 | 0.08 | 0.21 | 0.95 | 1.25 | 0.90 | 0.13 | 0.46 | 0.68 | 1.19 | 1.05 | 0.06 | 0.42 | 0.93 | 1.18 | |
35–44 | 1.05 | 0.08 | 0.47 | 0.91 | 1.22 | 0.82 | 0.13 | 0.21 | 0.61 | 1.12 | 1.00 | 0.07 | 0.98 | 0.87 | 1.14 | |
45–54 | 0.91 | 0.07 | 0.24 | 0.79 | 1.06 | 0.84 | 0.13 | 0.28 | 0.62 | 1.15 | 0.89 | 0.06 | 0.10 | 0.78 | 1.02 | |
55+ | 1.02 | 0.11 | 0.88 | 0.82 | 1.27 | 0.85 | 0.17 | 0.42 | 0.58 | 1.26 | 0.97 | 0.09 | 0.75 | 0.82 | 1.16 | |
Marital status | Never married/Single (reference) | |||||||||||||||
Married | 1.02 | 0.08 | 0.75 | 0.89 | 1.18 | 1.08 | 0.13 | 0.55 | 0.85 | 1.37 | 1.03 | 0.08 | 0.73 | 0.89 | 1.18 | |
Divorced | 1.03 | 0.14 | 0.83 | 0.78 | 1.36 | 1.13 | 0.28 | 0.63 | 0.70 | 1.83 | 1.04 | 0.13 | 0.78 | 0.81 | 1.32 | |
Widowed | 0.90 | 0.19 | 0.60 | 0.60 | 1.34 | 1.47 | 0.41 | 0.17 | 0.85 | 2.53 | 0.99 | 0.18 | 0.98 | 0.70 | 1.41 | |
Educational attainment | Illiterate (reference) | |||||||||||||||
Primary school | 1.05 | 0.10 | 0.61 | 0.87 | 1.27 | 0.64 | 0.19 | 0.13 | 0.36 | 1.14 | 1.01 | 0.10 | 0.94 | 0.84 | 1.21 | |
Junior middle school | 1.14 | 0.11 | 0.17 | 0.94 | 1.38 | 0.66 | 0.20 | 0.16 | 0.37 | 1.18 | 1.09 | 0.10 | 0.32 | 0.92 | 1.29 | |
Senior middle school | 1.09 | 0.15 | 0.52 | 0.84 | 1.43 | 0.72 | 0.21 | 0.27 | 0.41 | 1.29 | 1.06 | 0.12 | 0.61 | 0.85 | 1.31 | |
University/college | 1.12 | 0.13 | 0.37 | 0.88 | 1.41 | 0.74 | 0.23 | 0.32 | 0.40 | 1.34 | 1.07 | 0.10 | 0.46 | 0.89 | 1.29 | |
Employment | Unemployed (reference) | |||||||||||||||
Employed | 0.89 | 0.04 | 0.02 | 0.81 | 0.98 | 1.13 | 0.12 | 0.24 | 0.92 | 1.40 | 0.94 | 0.04 | 0.13 | 0.86 | 1.02 | |
Household income ranking | Lowest (<percentile 20, reference) | |||||||||||||||
Lower (percentile 20–39.9) | 1.02 | 0.05 | 0.74 | 0.93 | 1.11 | 1.14 | 0.13 | 0.24 | 0.92 | 1.42 | 1.03 | 0.05 | 0.49 | 0.95 | 1.12 | |
Middle (percentile 40–59.9) | 1.00 | 0.06 | 0.95 | 0.90 | 1.12 | 1.15 | 0.14 | 0.24 | 0.91 | 1.46 | 1.03 | 0.05 | 0.63 | 0.93 | 1.14 | |
Higher (percentile 60–79.9) | 1.02 | 0.05 | 0.65 | 0.93 | 1.13 | 1.03 | 0.11 | 0.78 | 0.84 | 1.26 | 1.01 | 0.05 | 0.82 | 0.92 | 1.11 | |
Highest (≥percentile 80) | 1.07 | 0.08 | 0.42 | 0.92 | 1.24 | 0.96 | 0.12 | 0.77 | 0.76 | 1.23 | 1.01 | 0.07 | 0.84 | 0.88 | 1.17 | |
Type of social health insurance | BMIUR/RNCMS (reference) | |||||||||||||||
BMIUE | 0.83 | 0.07 | 0.02 | 0.71 | 0.97 | 0.95 | 0.09 | 0.62 | 0.80 | 1.14 | 0.85 | 0.05 | <0.001 | 0.76 | 0.95 | |
Others | 6.43 | 4.49 | 0.01 | 1.63 | 25.29 | 1.06 | 0.24 | 0.81 | 0.68 | 1.64 | 1.19 | 0.23 | 0.36 | 0.82 | 1.75 | |
Self-rating of health | Good (reference) | |||||||||||||||
General | 1.15 | 0.06 | 0.01 | 1.04 | 1.27 | 1.16 | 0.10 | 0.10 | 0.97 | 1.39 | 1.14 | 0.05 | <0.001 | 1.05 | 1.25 | |
Poor | 1.81 | 0.18 | <0.001 | 1.49 | 2.20 | 1.87 | 0.45 | 0.01 | 1.16 | 3.01 | 1.80 | 0.19 | <0.001 | 1.47 | 2.20 | |
Two-week morbidity | No (reference) | |||||||||||||||
Yes | 1.21 | 0.06 | <0.001 | 1.10 | 1.34 | 1.20 | 0.11 | 0.05 | 1.00 | 1.45 | 1.21 | 0.06 | <0.001 | 1.10 | 1.32 | |
Chronic morbidity | No (reference) | |||||||||||||||
Yes | 1.30 | 0.10 | <0.001 | 1.12 | 1.51 | 1.39 | 0.18 | 0.01 | 1.08 | 1.80 | 1.33 | 0.09 | <0.001 | 1.16 | 1.52 | |
Radom effects (Level 2) | ||||||||||||||||
Variance (enrolment with local social health insurance) | 0.36 | 0.07 | 0.25 | 0.52 | 0.21 | 0.07 | 0.11 | 0.41 | 0.26 | 0.04 | 0.19 | 0.36 | ||||
Variance (intercept) | 0.37 | 0.04 | 0.31 | 0.45 | 0.39 | 0.06 | 0.29 | 0.53 | 0.38 | 0.03 | 0.32 | 0.45 | ||||
ICC | ||||||||||||||||
Empty model | 0.10 | 0.01 | 0.09 | 0.12 | 0.10 | 0.01 | 0.08 | 0.13 | 0.10 | 0.01 | 0.09 | 0.12 | ||||
Full model | 0.10 | 0.01 | 0.09 | 0.12 | 0.11 | 0.01 | 0.08 | 0.14 | 0.10 | 0.01 | 0.09 | 0.12 | ||||
Wald Chi Square test | ||||||||||||||||
Chi-Square | 178.31 | 84.32 | 216.78 | |||||||||||||
p value | <0.001 | <0.001 | <0.001 |
Note: * Average marginal effects (AME) of location of social health insurance funds: 4.8% (1.8%, 7.7%) for rural-to-urban respondents; 1.9% (−1.8%, 5.6%) for urban-to-urban respondents; 3.5% (1.3%, 5.8%) for all respondents. † ICC: intraclass correlation coefficient; AOR: adjusted odds ratio; SE: standard error; CI: confidence interval.