Table 4 Logit regression results of the impact of different medical insurance system on the utilization of health services by the floating elderly population
Variables | (1) | (2) | (3) | (4) | |||||
|---|---|---|---|---|---|---|---|---|---|
the Average Marginal Effect | the Average Marginal Effect | the Average Marginal Effect | the Average Marginal Effect | ||||||
Medical insurance | − 0.157* | − 0.0383* | − 0.147* | − 0.0355* | − 0.0912 | − 0.0215 | |||
(0.0810) | (0.0197) | (0.0823) | (0.0199) | (0.0849) | (0.0200) | ||||
No medical insurance | 0.0629 | 0.0148 | |||||||
(0.0883) | (0.0208) | ||||||||
BMISUE | −0.124 | −0.0292 | |||||||
(0.102) | (0.0239) | ||||||||
Gender | −0.124* | −0.0299* | − 0.105 | − 0.0248 | − 0.103 | − 0.0243 | |||
(0.0644) | (0.0156) | (0.0677) | 0.0160 | (0.0678) | (0.0160) | ||||
Age | 0.00957* | 0.00232* | 0.00718 | 0.00169 | 0.00737 | 0.00174 | |||
(0.00553) | (0.00134) | (0.00602) | 0.00142 | (0.00603) | (0.00142) | ||||
Ethnicity | −0.142 | −0.0343 | −0.0845 | −0.0199 | − 0.0838 | − 0.0198 | |||
(0.106) | (0.0256) | (0.109) | (0.0256) | (0.109) | (0.0257) | ||||
Household registration type (Hukou) | Rural hukou | −0.0949 | −0.0230 | 0.0479 | 0.0113 | 0.0128 | 0.00301 | ||
(0.0733) | (0.0177) | (0.0873) | (0.0206) | (0.0919) | (0.0217) | ||||
Rural to resident hukou | −0.0500 | −0.0121 | −0.0285 | −0.00671 | − 0.0705 | −0.0166 | |||
(0.279) | (0.0676) | (0.284) | 0.0670 | (0.288) | (0.0680) | ||||
Nonrural to resident hukou | 0.487 | 0.118 | 0.306 | 0.0721 | 0.334 | 0.0787 | |||
(0.382) | (0.0924) | (0.393) | (0.0926) | (0.394) | (0.0928) | ||||
Marital Status | Single | −0.359 | − 0.0869 | − 0.210 | − 0.0495 | −0.217 | − 0.0511 | ||
(0.331) | (0.0799) | (0.337) | (0.0794) | (0.337) | (0.0794) | ||||
Married | −0.202** | −0.0490** | −0.187** | − 0.0440** | −0.184** | − 0.0434** | |||
(0.0812) | (0.0196) | (0.0825) | (0.0194) | (0.0826) | (0.0194) | ||||
Education Level | 0.0674** | 0.0163** | 0.0679** | 0.0160** | 0.0730** | 0.0172** | |||
(0.0322) | (0.00779) | (0.0337) | (0.00792) | (0.0339) | (0.00798) | ||||
Range of Migration | Interprovince | 0.317*** | 0.0748*** | 0.315*** | 0.0742*** | ||||
(0.0811) | (0.0190) | (0.0810) | (0.0190) | ||||||
Intercity | 0.0353 | 0.00833 | 0.0366 | 0.00862 | |||||
(0.0827) | (0.0195) | (0.0827) | (0.0195) | ||||||
Monthly household income | 2.15e-05*** | 5.08e-06*** | 2.15e-05*** | 5.06e-06*** | |||||
(7.06e-06) | 1.66e-06 | (7.00e-06) | (1.64e-06) | ||||||
Main Source of Income | Income from employment | −0.258*** | −0.0609*** | −0.258*** | −0.0609*** | ||||
(0.0959) | (0.0226) | (0.0959) | (0.0225) | ||||||
Pension/savings | 0.0538 | 0.0127 | 0.0901 | 0.0212 | |||||
(0.0984) | (0.0232) | (0.102) | (0.0241) | ||||||
Others | −0.0518 | − 0.0122 | − 0.0537 | − 0.0127 | |||||
(0.162) | (0.0381) | (0.162) | (0.0381) | ||||||
No. of friends of residence | 0.00381 | 0.000899 | 0.00390 | 0.000920 | |||||
(0.00285) | (0.000672) | (0.00285) | (0.000672) | ||||||
Daily exercise time | −0.000841 | −0.000198 | −0.000800 | −0.000188 | |||||
(0.000723) | (0.000170) | (0.000723) | (0.000170) | ||||||
Physical examination | 0.223*** | 0.0527*** | 0.225*** | 0.0530*** | |||||
(0.0657) | (0.0154) | (0.0657) | (0.0154) | ||||||
Self-rated health | 0.0624 | 0.0147 | 0.0626 | 0.0148 | |||||
(0.0496) | (0.0117) | (0.0496) | (0.0117) | ||||||
Province of residence | 0.0130*** | 0.00307*** | 0.0130*** | 0.00307*** | |||||
(0.00185) | (0.000426) | (0.00185) | (0.000426) | ||||||
Constant | −0.185** | −0.185** | −0.580 | −0.580 | −1.567*** | −1.567*** | −1.651*** | −1.651*** | |
(0.0739) | (0.0739) | (0.431) | (0.431) | (0.521) | (0.521) | (0.519) | (0.519) | ||
Observations | 4484 | 4484 | 4484 | 4481 | 4481 | ||||
Pseudo-R2 | 0.0006 | 0.0058 | 0.0247 | 0.0249 | |||||