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Table 5 Complete multilevel estimates of the effect of user fee abolition on location of childbirth.

From: An assessment of the effect of user fee policy reform on facility-based deliveries in rural Zambia

 

Model 1

Model 2

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Estimate

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Estimate

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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

 
  1. * Significant difference at 0.05
  2. ** Significant difference at 0.01
  3. *** Significant difference at 0.001