From: Making health insurance pro-poor: evidence from a household panel in rural China
 | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) |
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Model | Probit | Probit | Ols | Ols | Tobit | Tobit | Ols | Ols | Tobit | Tobit |
Dependent variable: Reimbursement […] | Dummy | Dummy | Amount (ln) | Amount (ln) | Amount (ln) | Amount (ln) | Rate | Rate | Rate | Rate |
Period | Pre-reform | Post-reform | Pre-reform | Post-reform | Pre-reform | Post-reform | Pre-reform | Post-reform | Pre-reform | Post-reform |
Years | 2006 | 2009,2011 | 2006 | 2009,2011 | 2006 | 2009,2011 | 2006 | 2009,2011 | 2006 | 2009,2011 |
Non-transfer income (ln) a | 0.170c | −0.003 | 0.169 | −0.056e | 1.063c | −0.053 | 0.038e | −0.004 | 0.118c | −0.003 |
 | −3.504 | (−0.157) | −1.545 | (−1.834) | −3.682 | (−0.660) | −1.964 | (−0.883) | −4 | (−0.355) |
Transfer incomea | 0.074c | 0.018 | −0.013 | −0.003 | 0.407d | 0.066 | −0.006 | 0.005d | 0.041d | 0.011d |
 | −2.66 | −1.608 | (−0.227) | (−0.194) | −2.496 | −1.499 | (−0.597) | −2.12 | −2.504 | −2.168 |
Chronic disease | −0.205e | 0.191c | 0.415e | 0.569c | −1.035 | 1.162c | −0.02 | −0.004 | −0.130e | 0.089c |
 | (−1.757) | −2.98 | −1.74 | −5.708 | (−1.532) | −4.585 | (−0.461) | (−0.288) | (−1.869) | −2.944 |
Debt from last year | −0.006 | −0.147c | −0.286 | −0.117 | −0.045 | −0.660c | −0.014 | 0.006 | −0.003 | −0.065c |
 | (−0.063) | (−2.893) | (−1.405) | (−1.501) | (−0.084) | (−3.293) | (−0.375) | −0.609 | (−0.057) | (−2.697) |
NCMS member dummy | 1.879c | 0.612c | Â | Â | 11.459c | 2.523c | Â | Â | 1.163c | 0.311c |
 | −4.74 | −4.082 |  |  | −4.88 | −4.07 |  |  | −4.763 | −4.188 |
2011 dummy |  | −0.279c |  | 0.449c |  | −0.831c |  | −0.012 |  | −0.138c |
 |  | (−5.520) |  | −5.565 |  | (−4.113) |  | (−1.097) |  | (−5.719) |
SRHS = 2 dummy | 0.043 | 0.019 | 0.356 | 0.111 | 0.39 | 0.104 | 0.007 | 0.006 | 0.021 | 0.01 |
 | −0.306 | −0.311 | −1.094 | −1.176 | −0.471 | −0.436 | −0.115 | −0.479 | −0.253 | −0.334 |
SRHS = 3 dummy | 0.458c | 0.158d | 0.703d | 0.588c | 2.940c | 0.983c | −0.034 | 0.015 | 0.244c | 0.080d |
 | −3.029 | −2.367 | −2.164 | −5.876 | −3.34 | −3.764 | (−0.583) | −1.126 | −2.711 | −2.548 |
SRHS = 4 dummy | 0.058 | 0.788d | −0.476e | 0.806e | 0.115 | 3.484c | −0.109d | 0.063 | −0.006 | 0.407c |
 | −0.449 | −2.267 | (−1.664) | −1.716 | −0.153 | −2.652 | (−2.137) | −0.995 | (−0.080) | −2.598 |
N | 1467.000 | 3159.000 | 226.000 | 1495.000 | 1467.000 | 3159.000 | 226.000 | 1495.000 | 1467.000 | 3159.000 |
Chi-squared b | 202.971 | 359.521 | Â | Â | 226.073 | 467.421 | Â | Â | 192.599 | 356.474 |
R-squared b | Â | Â | 0.472 | 0.334 | Â | Â | 0.178 | 0.024 | Â | Â |
P-stat b | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.082 | 0.000 | 0.000 |