Table 4.
Inpatient |
Outpatient |
Total OOP |
||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Probability of any OOP | OOP Level (INR) | OOP Share | Probability of Catastrophic | Probability of any OOP | OOP Level (INR) | OOP Share | Probability of Catastrophic | Probability of any OOP | OOP Level (INR) | OOP Share | Probability of Catastrophic | |
‘treat1’ Districts | ||||||||||||
t2_treat1 | 1.033 | 0.039 | 0.009* | 1.420 | 0.815 | 0.092 | 0.003 | 0.922 | 0.850 | 0.018 | 0.003 | 0.985 |
SE | 0.2519 | 0.182 | 0.0055 | 0.404 | 0.0991 | 0.060 | 0.0027 | 0.143 | 0.100 | 0.071 | 0.0029 | 0.1526 |
t3_treat1 | 1.262 | 0.045 | 0.002 | 1.055 | 0.999 | 0.043 | 0.000 | 0.821 | 1.104 | −0.014 | −0.001 | 0.878 |
SE | 0.3102 | 0.158 | 0.0068 | 0.266 | 0.1601 | 0.061 | 0.0027 | 0.122 | 0.181 | 0.066 | 0.0027 | 0.1109 |
Ratio of odds ratios or differences in pre- and post-intervention DID coefficients | ||||||||||||
t3_treat1- t2_treat1 |
1.223 | 0.005 | −0.007 | 0.743 | 1.226* | −0.049 | −0.004 | 0.891 | 1.298* | −0.032 | −0.004 | 0.891 |
SE | 0.2777 | 0.2120 | 0.0079 | 0.2272 | 0.1806 | 0.0580 | 0.0028 | 0.1425 | 0.2013 | 0.0576 | 0.0029 | 0.1322 |
‘treat2’ Districts | ||||||||||||
t2_treat2 | 0.792 | 0.410** | 0.012** | 1.726 | 0.826 | 0.157** | 0.005 | 1.032 | 0.811 | 0.140 | 0.006 | 1.154 |
SE | 0.2178 | 0.182 | 0.0055 | 0.5667 | 0.1056 | 0.073 | 0.0033 | 0.211 | 0.104 | 0.083 | 0.0034 | 0.2301 |
t3_treat2 | 1.014 | 0.247 | 0.004 | 1.572 | 0.903 | 0.006 | 0.002 | 1.036 | 0.894 | 0.027 | 0.003 | 1.171 |
SE | 0.2699 | 0.163 | 0.0070 | 0.4949 | 0.1510 | 0.069 | 0.0030 | 0.195 | 0.154 | 0.074 | 0.0030 | 0.1937 |
Ratio of odds ratios or differences in pre- and post-intervention DID coefficients | ||||||||||||
t3_treat1- t2_treat1 |
1.281 | −0.164 | −0.008 | 0.911 | 1.093 | −0.151 | −0.004 | 1.003 | 1.102 | −0.113* | −0.004 | 1.016 |
SE | 0.3201 | 0. .2175 | 0.0081 | 0.3162 | 0.1737 | 0.0735 | 0.0033 | 0.1972 | 0.1788 | 0.0738 | 0.0035 | 0.1879 |
R-2/pseudo-R2 | 0.077 | 0.33 | 0.154 | 0.069 | 0.095 | 0.140 | 0.075 | 0.054 | 0.086 | 0.155 | 0.084 | 0.066 |
Observations | 83,976 | 10,689 | 10,689 | 83,976 | 83,976 | 53,123 | 53,123 | 83,976 | 83,976 | 57,435 | 57,435 | 83,976 |
Notes: 1. * significant at 10% level; ** significant at 5% level; *** significant at 1% level; 2. standard errors in are mentioned in the second row against each co-efficient/odds ratio; 3. Standard errors clustered at village level; 4. Values in the probability columns are odds ratios of the probabilities of incurring any OOP and catastrophic payments and under OOP level and OOP share are coefficients of per person monthly OOP and OOP expenditure as a share of households’ total consumption expenditure respectively. 5. Values under OOP share should be multiplied with 100 to read in percentage terms.