Table 2.
Multinomial logit regression model of health insurance schemes.
Model |
I |
II |
III |
||||
---|---|---|---|---|---|---|---|
Independent variables | Scheme B | Scheme C | Scheme B | Scheme C | Scheme B | Scheme C | |
Age | RRR | 5.10∗∗∗ | 6.44∗∗∗ | 6.31∗∗∗ | 7.50∗∗∗ | 5.98∗∗∗ | 4.39∗∗∗ |
SE | 0.70 | 0.78 | 0.81 | 0.84 | 0.63 | 0.40 | |
Education level | RRR | 0.53∗∗∗ | 0.41∗∗∗ | 0.54∗∗∗ | 0.39∗∗∗ | 0.52∗∗∗ | 0.40∗∗∗ |
SE | 0.05 | 0.03 | 0.05 | 0.03 | 0.04 | 0.03 | |
Working sector | RRR | 0.24∗∗∗ | 0.76∗∗∗ | 0.28∗∗∗ | 0.92 | 0.35∗∗∗ | 0.99 |
SE | 0.02 | 0.06 | 0.02 | 0.06 | 0.02 | 0.06 | |
Household income | RRR | 0.10∗∗∗ | 0.54∗∗∗ | 0.12∗∗∗ | 0.68∗∗∗ | 0.14∗∗∗ | 0.63∗∗∗ |
SE | 0.01 | 0.04 | 0.01 | 0.05 | 0.01 | 0.04 | |
Household children | RRR | 3.94∗∗∗ | 2.73∗∗∗ | 5.55∗∗∗ | 3.80∗∗∗ | 14.74∗∗∗ | 4.69∗∗ |
SE | 0.62 | 0.40 | 0.81 | 0.51 | 1.69 | 0.48 | |
Chronic illness | RRR | 2.96∗∗∗ | 1.01 | 2.48∗∗∗ | 0.83 | 5.79∗∗∗ | 1.63∗∗∗ |
SE | 0.60 | 0.20 | 0.45 | 0.15 | 0.95 | 0.26 | |
Family size | RRR | 5.75∗∗∗ | 1.14 | 4.94∗∗∗ | 0.99 | ||
SE | 0.86 | 0.16 | 0.70 | 0.13 | |||
Family health status | RRR | 0.31∗∗∗ | 0.35∗∗∗ | 0.27∗∗∗ | 0.32∗∗∗ | ||
SE | 0.05 | 0.05 | 0.04 | 0.04 | |||
Health expenditure | RRR | 0.46∗∗∗ | 0.47∗∗∗ | 0.83∗ | 0.85∗ | ||
SE | 0.04 | 0.04 | 0.06 | 0.06 | |||
Marital status | RRR | 0.25∗∗∗ | 0.26∗∗∗ | 0.31∗∗∗ | 0.31∗∗∗ | ||
SE | 0.02 | 0.02 | 0.03 | 0.02 | |||
Acute illness | RRR | 4.50∗∗∗ | 4.71∗∗∗ | ||||
SE | 0.96 | 0.90 | |||||
Be aware of health insurance | RRR | 0.57∗∗∗ | 0.43∗∗∗ | ||||
SE | 0.08 | 0.05 | |||||
Urban district | RRR | 0.69∗∗ | 0.79∗ | ||||
SE | 0.09 | 0.09 | |||||
Health priority | RRR | 6.52∗∗∗ | 5.35∗∗∗ | ||||
SE | 0.99 | 0.70 | |||||
_cons | RRR | 762.92∗∗∗ | 47.96∗∗∗ | 4804.61∗∗∗ | 247.28∗∗∗ | 150.09∗∗∗ | 15.36∗∗∗ |
SE | 368.78 | 21.67 | 2164.38 | 103.22 | 48.01 | 4.60 | |
Prob > chi2 | 0.000 | 0.000 | 0.000 | ||||
Pseudo R2 | 0.44 | 0.40 | 0.34 | ||||
AIC | 7084.65 | 7455.29 | 8201.60 | ||||
BIC | 7287.09 | 7603.75 | 8296.08 | ||||
LR Test model I vs model II (LR chi2 = 386.64, p = 0.000) | |||||||
LR Test model I vs model III (LR chi2 = 1148.96, p = 0.000) | |||||||
LR Test model II vs model III (LR chi2 = 762.31, p = 0.000) |
∗, ∗∗, and ∗∗∗ indicate p < 0.05, p < 0.01, p < 0.001 significant levels, and non-significant, respectively (Z-test).
B (Compulsory scheme) and C (voluntary scheme), RRR (relative risk ratios), SE (standard error), AIC (Akaike's information criterion), and BIC (Bayesian information criterion).
Note: Out-of-pocket was select as the base outcome.