From: An assessment of the effect of user fee policy reform on facility-based deliveries in rural Zambia
Variable | Comparison group (NÂ =Â 2118) | Treatment group (NÂ =Â 1500) | ||||
---|---|---|---|---|---|---|
Pre-reform | Post-reform | Diff (post–pre) | Pre-reform | Post-reform | Diff (post–pre) | |
Dependent variables | ||||||
 Delivery at home | 0.312 | 0.354 | 0.042*** | 0.566 | 0.607 | 0.041** |
 Delivery at a public health facility | 0.646 | 0.612 | −0.034* | 0.373 | 0.340 | −0.033* |
 Delivery at a private health facility | 0.042 | 0.034 | −0.0081 | 0.061 | 0.053 | −0.0078 |
Independent variables | ||||||
Individual level variables | ||||||
 Parity | ||||||
  1 | 0.242 | 0.266 | 0.024 | 0.173 | 0.162 | −0.011 |
  2–4 | 0.486 | 0.454 | −0.033 | 0.461 | 0.488 | 0.027 |
  5+ | 0.271 | 0.280 | 0.009 | 0.367 | 0.350 | −0.016 |
 ANC utilisation | ||||||
  Four or more visits | 0.669 | 0.524 | −0.144*** | 0.674 | 0.564 | −0.110*** |
 Religion | ||||||
  Catholic | 0.202 | 0.204 | 0.002 | 0.162 | 0.167 | 0.005 |
  Protestant | 0.786 | 0.787 | 0.000 | 0.822 | 0.815 | −0.007 |
  Other | 0.011 | 0.009 | −0.002 | 0.016 | 0.018 | 0.002 |
 Household childcare burden | ||||||
  Number of children under five in HH | 1.467 | 1.877 | 0.410*** | 1.580 | 2.045 | 0.466*** |
 Woman’s employment status | ||||||
  Employed | 0.521 | 0.438 | −0.084*** | 0.554 | 0.467 | −0.087*** |
 Woman’s education | ||||||
  No education | 0.075 | 0.080 | 0.005 | 0.143 | 0.162 | 0.018 |
  Primary | 0.502 | 0.564 | 0.062** | 0.649 | 0.632 | −0.017 |
  Secondary and above | 0.423 | 0.356 | −0.067*** | 0.207 | 0.206 | −0.001 |
 Partner’s education | ||||||
  No education | 0.164 | 0.146 | −0.018 | 0.160 | 0.183 | 0.023* |
  Primary | 0.318 | 0.383 | 0.066*** | 0.482 | 0.491 | 0.009 |
  Secondary and above | 0.518 | 0.470 | −0.048** | 0.357 | 0.326 | −0.031* |
  Index for actual quality of ANC received | 1.568 | 0.884 | −0.683*** | −0.591 | −1.014 | −0.423** |
 Household wealth | ||||||
  Poorest | 0.195 | 0.226 | 0.031* | 0.518 | 0.561 | 0.043** |
  Middle | 0.150 | 0.179 | 0.029* | 0.272 | 0.274 | 0.002 |
  Rich | 0.655 | 0.595 | −0.060*** | 0.210 | 0.165 | −0.045*** |
 Duration of residence | ||||||
  0–4 (previous residence, rural) | 0.167 | 0.204 | 0.037** | 0.224 | 0.268 | 0.044*** |
  0–4 (previous residence, urban) | 0.291 | 0.269 | −0.021 | 0.090 | 0.083 | −0.007 |
  5+ | 0.542 | 0.526 | −0.016 | 0.686 | 0.649 | −0.038** |
Community level variables | ||||||
 Area type | ||||||
  Urban | 0.655 | 0.599 | −0.056** | 0.178 | 0.151 | −0.027* |
  Proportion of drugs available | 0.726 | 0.739 | 0.013** | 0.696 | 0.696 | 0.000 |
  Material deprivation index | −1.633 | −1.770 | −0.137 | 0.512 | 0.545 | 0.033 |
  Distance to nearest facility | 3.775 | 4.374 | 0.600*** | 8.876 | 9.165 | 0.289 |
  Density of health facilities | 0.117 | 0.118 | 0.001 | 0.150 | 0.147 | −0.004* |
  Prenatal care uptake | 0.904 | 0.902 | −0.002 | 0.988 | 0.988 | 0.001 |
  TBA per 1000 of pop | 0.345 | 0.350 | 0.005 | 0.524 | 0.526 | 0.002 |