Table 6.
Determinants of provider choice for outpatient care for chronic conditions
Variable | None | Other | Pharmacist | Private | NDAP | |||||
---|---|---|---|---|---|---|---|---|---|---|
Odds Ratio | Standard Error | Odds Ratio | Standard Error | Odds Ratio | Standard Error | Odds Ratio | Standard Error | Odds Ratio | Standard Error | |
Female headed household (1/0) | 0.635 | 0.213 | 0.738a | 0.125 | 0.814a | 0.101 | 0.806 | 0.137 | 0.863 | 0.114 |
Female older than 55 years (1/0) | 1.478 | 0.633 | 0.810 | 0.193 | 0.951 | 0.170 | 0.812 | 0.200 | 1.209 | 0.218 |
Male aged 14–55 years (1/0) | 1.268 | 0.473 | 0.816 | 0.166 | 1.010 | 0.147 | 0.806 | 0.161 | 1.075 | 0.170 |
Male older than 55 years (1/0) | 2.157a | 0.929 | 0.893 | 0.225 | 1.006 | 0.192 | 0.844 | 0.220 | 1.164 | 0.232 |
Log of household size | 1.708 | 0.560 | 1.455a | 0.298 | 1.807c | 0.264 | 1.502b | 0.310 | 1.642c | 0.258 |
Self-assessed health measure Increasing in health (−1 to +1) | 1.307 | 0.592 | 0.439c | 0.101 | 0.434c | 0.075 | 0.328c | 0.073 | 0.588c | 0.110 |
Primary education (1/0) | 0.963 | 0.372 | 1.163 | 0.232 | 1.164 | 0.176 | 1.394 | 0.292 | 1.065 | 0.170 |
Secondary education (1/0) | 1.053 | 0.326 | 0.871 | 0.162 | 1.134 | 0.149 | 1.326 | 0.239 | 0.799 | 0.114 |
Higher secondary education (1/0) | 0.655 | 0.396 | 1.909b | 0.596 | 2.596c | 0.582 | 3.360c | 0.965 | 1.382 | 0.350 |
Log of annual per capita exp. (INR) | 2.034c | 0.558 | 1.174 | 0.228 | 1.560c | 0.203 | 1.126 | 0.218 | 1.212 | 0.175 |
Scheduled caste/tribe (1/0) | 1.306 | 0.343 | 0.996 | 0.140 | 0.848 | 0.090 | 0.968 | 0.139 | 1.144 | 0.125 |
Self-employed in non-agriculture (1/0) | 1.766 | 0.896 | 0.868 | 0.257 | 1.308 | 0.287 | 0.848 | 0.268 | 1.396 | 0.333 |
Other employment (1/0) | 2.847a | 1.651 | 1.576 | 0.513 | 1.370 | 0.393 | 2.261b | 0.753 | 1.999b | 0.572 |
Casual wage labourer (1/0) | 1.071 | 0.545 | 0.726 | 0.173 | 1.135 | 0.201 | 0.896 | 0.224 | 0.972 | 0.189 |
Not working (1/0) | 1.203 | 0.543 | 0.646 | 0.173 | 1.152 | 0.225 | 0.807 | 0.221 | 1.051 | 0.217 |
Doing housework (1/0) | 1.404 | 0.557 | 0.654b | 0.136 | 1.043 | 0.165 | 0.994 | 0.213 | 1.124 | 0.189 |
Students | 0.786 | 0.463 | 0.513b | 0.164 | 0.870 | 0.191 | 0.889 | 0.259 | 0.920 | 0.221 |
Kanpur Dehat | 1.358 | 0.460 | 0.247c | 0.061 | 0.491c | 0.068 | 0.841 | 0.168 | 1.159 | 0.179 |
Pratapgarh | 0.695 | 0.233 | 0.844 | 0.141 | 0.346c | 0.042 | 0.703b | 0.126 | 0.754b | 0.103 |
Chronic lungs/respiratory symptoms (1/0) | 2.153a | 0.909 | 0.608b | 0.145 | 1.520b | 0.255 | 0.979 | 0.231 | 1.217 | 0.205 |
Chronic gastrointestinal symptoms (1/0) | 3.616c | 1.450 | 1.326 | 0.266 | 1.725c | 0.295 | 0.839 | 0.205 | 1.632c | 0.272 |
Chronic allergic symptoms (1/0) | 1.321 | 0.638 | 0.632a | 0.157 | 1.185 | 0.219 | 1.021 | 0.244 | 0.701a | 0.141 |
Other chronic symptoms (1/0) | 1.924a | 0.713 | 0.602c | 0.110 | 1.616c | 0.230 | 1.264 | 0.229 | 0.837 | 0.122 |
Chronic symptoms related to Internal organs (1/0) | 2.304a | 1.006 | 0.617a | 0.163 | 1.647c | 0.308 | 1.033 | 0.260 | 0.819 | 0.167 |
Log cost | 0.841c | 0.030 | 0.841c | 0.030 | 0.841c | 0.030 | 0.841c | 0.030 | 0.841c | 0.030 |
Log time | 1.055 | 0.044 | 1.055 | 0.044 | 1.055 | 0.044 | 1.055 | 0.044 | 1.055 | 0.044 |
N = 3276 |
The table provides odds ratios based on a conditional logit model. The reference category is visiting a public provider. Models are estimated over the sample that reported a chronic illness. Sample excludes children below 13 years of age. The employment and occupation variables refer to the employment and occupation of the household head. a, b, c indicate significance at the 10, 5 and 1 % respectively