Variables | LMM | Quantile | ||||
---|---|---|---|---|---|---|
0.75 | 0.8 | 0.85 | 0.9 | 0.95 | ||
Insurances | ||||||
 URBMI | 0.660*** | 1.608*** | 1.578*** | 1.473*** | 1.403*** | 1.152*** |
(0.100) | (0.388) | (0.287) | (0.238) | (0.224) | (0.158) | |
 UEBMI | 0.180 | 0.095 | 0.629 | 1.196*** | 1.070*** | 0.736*** |
(0.140) | (0.258) | (0.397) | (0.382) | (0.239) | (0.220) | |
Demographic variables | ||||||
 Age | 0.009*** | 0.022*** | 0.034*** | 0.047*** | 0.055*** | 0.061*** |
(0.003) | (0.007) | (0.009) | (0.009) | (0.008) | (0.011) | |
 Gender | −0.058 | −0.069 | − 0.106 | − 0.039 | 0.105 | 0.071 |
(0.062) | (0.084) | (0.131) | (0.145) | (0.119) | (0.101) | |
 Education | 0.140* | 0.278** | 0.309* | 0.297 | 0.237 | 0.388** |
(0.074) | (0.105) | (0.158) | (0.239) | (0.154) | (0.185) | |
 Marital | 0.041 | 0.085 | 0.218* | 0.213 | 0.227 | 0.239** |
(0.075) | (0.093) | (0.118) | (0.130) | (0.168) | (0.110) | |
 Log(Income) | −0.008 | −0.003 | − 0.017 | − 0.020 | − 0.051*** | − 0.047**** |
(0.007) | (0.008) | (0.016) | (0.018) | (0.018) | (0.013) | |
Control variables | ||||||
 SRH | ||||||
Fair | −1.400*** | −3.284*** | −2.051*** | −1.580*** | −1.325*** | −0.854*** |
(0.076) | (0.337) | (0.297) | (0.159) | (0.111) | (0.092) | |
Good | −2.000*** | −3.605*** | −4.567*** | − 3.841*** | − 2.755*** | − 1.565*** |
(0.110) | (0.247) | (0.254) | (0.684) | (0.399) | (0.268) | |
Very good | −2.100*** | −3.566*** | −4.624*** | −5.380*** | − 3.310*** | −1.812*** |
(0.110) | (0.261) | (0.225) | (0.370) | (0.426) | (0.289) | |
Excellent | −2.100 | −3.493*** | −4.477*** | −5.393*** | −3.554*** | − 2.712*** |
(0.270) | (0.215) | (0.340) | (1.199) | (1.109) | (0.794) | |
 Demand | 1.400*** | 2.842*** | 1.978*** | 1.544*** | 1.025*** | 0.807*** |
(0.120) | (0.342) | (0.193) | (0.284) | (0.216) | (0.188) | |
 ADLs | 0.170*** | 0.448*** | 0.331*** | 0.267*** | 0.257*** | 0.176*** |
(0.036) | (0.121) | (0.101) | (0.090) | (0.060) | (0.059) | |
 IADLs | 0.021 | 0.124 | 0.175* | 0.185** | 0.047 | 0.082 |
(0.038) | (0.090) | (0.088) | (0.079) | (0.058) | (0.049) | |
 Hospitals | 0.080 | 0.097 | 0.202 | 0.382** | 0.378*** | 0.327** |
(0.062) | (0.083) | (0.121) | (0.153) | (0.121) | (0.136) | |
 Health centers | −0.002 | 0.129 | 0.140 | 0.140 | 0.167 | 0.197 |
(0.082) | (0.156) | (0.234) | (0.258) | (0.162) | (0.183) | |
 Clinics | −0.064 | 0.132 | 0.104 | 0.331* | 0.344 | 0.227 |
(0.092) | (0.139) | (0.196) | (0.197) | (0.206) | (0.202) | |
 Constant | 2.100*** | 2.663*** | 2.998*** | 2.893*** | 4.000*** | 3.872*** |
(0.260) | (0.413) | (0.583) | (0.665) | (0.563) | (0.603) | |
 Observations | 13,087 | 13,087 | 13,087 | 13,087 | 13,087 | 13,087 |
 AIC | 67,592 | 73,835 | 75,668 | 77,410 | 79,072 | 80,905 |
 Log-likelihood | −33,764 | −36,885 | −37,802 | −38,673 | −39,504 | −40,420 |