From: An assessment of the effect of user fee policy reform on facility-based deliveries in rural Zambia
 | Model 1 | Model 2 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Home | Private | Public | Home | Private | Public | |||||||
Estimate | S.E | Estimate | S.E | Estimate | S.E | Estimate | S.E | Estimate | S.E | Estimate | S.E | |
Individual level variables | ||||||||||||
Delivery post abolition of user fees | −0.091 | 0.222 | −0.537 | 0.540 | 0.216 | 0.206 | −0.090 | 0.224 | −0.674 | 0.556 | 0.226 | 0.208 |
Lives in one of the district with policy change | −0.053 | 0.198 | 0.872 | 0.701 | 0.000 | 0.204 | −0.131 | 0.214 | 0.830 | 0.821 | 0.203 | 0.220 |
DID estimator | 0.117 | 0.261 | 1.534** | 0.660 | −0.321 | 0.245 | 0.125 | 0.263 | 1.568** | 0.671 | −0.337 | 0.247 |
Parity (ref = 1) | ||||||||||||
 2–4 | 0.701*** | 0.202 | −0.111 | 0.473 | −0.552*** | 0.190 | 0.744*** | 0.202 | −0.159 | 0.470 | −0.581*** | 0.190 |
 5+ | 0.860*** | 0.212 | 0.438 | 0.519 | −0.783*** | 0.202 | 0.915*** | 0.213 | 0.395 | 0.516 | −0.811*** | 0.202 |
ANC utilisation | ||||||||||||
 Four or more visits | −0.313** | 0.123 | 0.221 | 0.338 | 0.243** | 0.120 | −0.329*** | 0.124 | 0.194 | 0.338 | 0.262** | 0.120 |
Religion (ref = Catholic) | ||||||||||||
 Protestant | 0.020 | 0.162 | 0.000 | 0.441 | −0.071 | 0.158 | 0.006 | 0.161 | −0.077 | 0.438 | −0.056 | 0.157 |
 Other | 0.708 | 0.794 | 2.961* | 1.554 | −0.770 | 0.729 | 0.675 | 0.787 | 3.098** | 1.534 | −0.831 | 0.726 |
Household childcare burden | ||||||||||||
 Number of children under five in HH | 0.067 | 0.070 | 0.094 | 0.195 | −0.069 | 0.068 | 0.059 | 0.071 | 0.091 | 0.195 | −0.063 | 0.069 |
Woman’s employment status (ref = unemployed) | ||||||||||||
 Employed | −0.327*** | 0.126 | 0.782** | 0.344 | 0.179 | 0.121 | −0.328*** | 0.126 | 0.710** | 0.343 | 0.190 | 0.121 |
Woman’s education (ref = no education) | ||||||||||||
 Primary | −0.494*** | 0.177 | −0.038 | 0.604 | 0.522*** | 0.178 | −0.492*** | 0.177 | 0.039 | 0.601 | 0.533*** | 0.178 |
 Secondary and above | −0.744*** | 0.234 | 0.308 | 0.719 | 0.594*** | 0.229 | −0.734*** | 0.234 | 0.348 | 0.718 | 0.601*** | 0.229 |
Partner’s education (ref = no education) | ||||||||||||
 Primary | 0.103 | 0.219 | −0.867 | 0.646 | −0.010 | 0.218 | 0.142 | 0.218 | −0.926 | 0.635 | −0.041 | 0.217 |
 Secondary and above | 0.021 | 0.240 | −1.241* | 0.689 | 0.060 | 0.238 | 0.087 | 0.240 | −1.229* | 0.677 | 0.016 | 0.238 |
 Index for actual quality of ANC received | 0.397*** | 0.060 | −0.340* | 0.205 | −0.325*** | 0.059 | 0.367*** | 0.060 | −0.375* | 0.204 | −0.299*** | 0.058 |
Household wealth (ref = poorest) | ||||||||||||
 Middle | −0.325** | 0.137 | −0.268 | 0.462 | 0.347** | 0.140 | −0.206 | 0.143 | −0.239 | 0.474 | 0.260* | 0.144 |
 Rich | −2.615*** | 0.300 | 0.970 | 0.798 | 1.917*** | 0.270 | −1.887*** | 0.377 | 1.399 | 0.996 | 1.146*** | 0.336 |
Duration of residence (ref = previous res, rural) | ||||||||||||
 0–4 (previous residence, urban) | −0.207 | 0.246 | 0.566 | 0.660 | −0.026 | 0.225 | −0.210 | 0.248 | 0.620 | 0.658 | −0.059 | 0.225 |
 5+ | 0.413*** | 0.144 | 1.087** | 0.552 | −0.501*** | 0.143 | 0.403*** | 0.144 | 1.132** | 0.553 | −0.505*** | 0.143 |
Community level variables | ||||||||||||
 Area type (ref = rural) | ||||||||||||
  Urban |  |  |  |  |  |  | −1.004*** | 0.242 | −0.660 | 0.852 | 1.032*** | 0.247 |
  Material deprivation index |  |  |  |  |  |  | −0.034 | 0.652 | 3.382 | 2.464 | −0.530 | 0.687 |
  Distance to nearest facility |  |  |  |  |  |  | 0.208** | 0.095 | 0.040 | 0.297 | −0.175* | 0.096 |
  Density of health facilities |  |  |  |  |  |  | −0.024* | 0.013 | 0.035 | 0.050 | 0.023 | 0.014 |
  Prenatal care uptake |  |  |  |  |  |  | −0.189 | 0.266 | 2.531*** | 0.884 | −0.197 | 0.270 |
  TBA per 1000 of pop. |  |  |  |  |  |  | 0.000 | 0.001 | −0.001 | 0.002 | 0.001 | 0.001 |
  Proportion of drugs available |  |  |  |  |  |  | 0.992*** | 0.311 | 0.431 | 1.117 | −0.914*** | 0.327 |
  Constant | 0.165 | 0.393 | −6.224*** | 1.399 | −0.180 | 0.393 | 0.139 | 1.004 | −15.704*** | 3.764 | 1.054 | 1.033 |
  Rho | 0.122 |  | 0.674 |  | 0.18 |  | 0.097 |  | 0.625 |  | 0.146 |  |
  LR test (Chi2 value) | 25.28*** |  | 94.1*** |  | 54.3*** |  | 18.01*** |  | 64.3 |  | 38.5*** |  |
  Log likelihood | −1010.1 |  | −261.5 |  | −1126.9 |  | −985.67 |  | −249.21 |  | −1099.34 |  |
  AIC | 2062.2 |  | 564.9 |  | 2295.8 |  | 2027.33 |  | 554.41 |  | 2254.68 |  |
  BIC | 2178.9 |  | 669.7 |  | 2413.5 |  | 2182.81 |  | 694.04 |  | 2411.59 |  |
  Observations | 1912 |  | 1086 |  | 2013 |  | 1906 |  | 1082 |  | 2006 |  |