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Table 3 Effect of wealth and other factors on risk of death among children in Ghana-Estimated with Gamma Frailty

From: The impact of household wealth on child survival in Ghana

Variables

All under 5

Infants

Model 1

Model 2

Model 3

Model 4

Coefficient (s. e.)

Household level

 Wealth status

−0.116 a

 

−0.272a

−0.095

(0.054)

 

(0.111)

(0.072)

 Poorest

 

0.523 a

  
 

(0.234)

  

 Poor

 

0.405 b

  
 

(0.212)

  

 Middle

 

0.298

  
 

(0.195)

  

 Richer

 

0.245

  
 

(0.189)

  

Mothers’ age (years)

 20–29

0.241

0.246

0.238

0.197

(0.289)

(0.289)

(0.289)

(0.358)

 30–39

0.087

0.093

0.070

0.126

(0.315)

(0.316)

(0.316)

(0.399)

 Over 40

−0.278

−0.269

−0.305

−0.389

(0.389)

(0.370)

(0.371)

(0.485)

Mothers’ education

 Primary

0.0001

−0.002

0.009

0.128

(0.139)

(0.139)

(0.139)

(0.889)

 Secondary or higher

−0.437c

−0.432c

−0.457c

−0.118

(0.163)

(0.163)

(0.164)

(0.216)

Fathers’ education

 Primary

−0.195

−0.195

−0.184

−0.509a

(0.173)

(0.173)

(0.174)

(0.248)

 Secondary or higher

−0.405c

−0.403c

−0.410c

−0.367b

(0.137)

(0.137)

(0.137)

(0.183)

 Safe water

0.012

0.013

0.048

0.024

(0.116)

(0.119)

(0.119)

(0.157)

 Improved sanitation

0.187

0.186

0.144

0.082

(0.146)

(0.149)

(0.147)

(0.191)

Individual level

 Male

−0.025

−0.025

−0.028

0.016

(0.099)

(0.099)

(0.099)

(0.133)

 Birth order

0.073a

0.072a

0.076a

0.065

(0.033)

(0.033)

(0.033)

(0.046)

Preceding birth interval (months)

 Below 24

0.517c

0.514c

0.524c

0.711c

(0.164)

(0.164)

(0.165)

(0.208)

 Above 36

−0.499c

−0.501c

−0.502c

−0.493c

(0.120)

(0.120)

(0.121)

(0.167)

 Number of children aged ≤5

−1.268c

−1.266c

−1.270c

−1.042c

(0.075)

(0.075)

(0.075)

(0.098)

 Twin

1.90c

1.810c

1.899c

2.047c

(0.299)

(0.229)

(0.231)

(0.308)

Community level

 Urban

−0.126

−0.114

−0.0141

−0.206

(0.143)

(0.147)

(0.145)

(0.194)

Regional distribution

 Southern Belt

−0.357c

−0.362a

−0.350a

−0.417b

(0.170)

(0.170)

(0.170)

(0.230)

 Ashanti-Brong

−0.496c

−0.500c

−0.486c

−0.598a

(0.179)

(0.179)

(0.180)

(0.244)

 Eastern-Volta

−0.599c

−0.606c

−0.585c

−0.587a

(0.197)

(0.199)

(0.198)

(0.259)

Religion

 No religion (excluded category)

  Christianity

−0.167

−0.169

−0.131

−0.122

(0.189)

(0.189)

(0.190)

(0.264)

  Muslim

−0.577b

−0.584b

−0.559b

−0.357

(0.297)

(0.298)

(0.299)

(0.382)

  Traditional

−0.221

−0.222

−0.217

0.041

(0.219)

(0.220)

(0.221)

(0.300)

  Others

−0.098

−0.100

−0.063

−0.037

(0.193)

(0.193)

(0.195)

(0.272)

Community level

 Period

  Year 1998

0.338b

0.334b

−0.016

0.219

(0.195)

(0.195)

(0.352)

(0.247)

  Year 2003

0.126

0.123

−0.350

−0.122

(0.195)

(0.195)

(0.374)

(0.250)

  Year 2008

0.03

0.023

−0.721b

−0.026

(0.206)

(0.206)

(0.412)

(0.261)

  (Wealth) × (year 1993)

  

−0.272 a

 
  

(0.111)

 

  (Wealth) × (year 1998)

  

0.135

 
  

(0.121)

 

  (Wealth) × (year 2003)

  

0.181

 
  

(0.126)

 

  (Wealth) × (year 2008)

  

0.277 a

 
  

(0.135)

 

  Log α (shape parameter)

−0.226c

−0.227c

−0.224a

0.095

(0.050)

(0.05)

(0.051)

(0.072)

  Log likelihood

−2290

−2290

−2287

−1388

  Prob > chi-square

0.000

0.000

0.000

0.000

  Theta, θ

1.305a

1.310a

1.374a

3.001b

(0.669)

(0.669)

(0.695)

(2.427)

  Prob > chi-square for θ

0.005

0.004

0.004

0.057

  1. aIndicates significance at 5%
  2. bIndicates significance at 10% level
  3. cIndicates 1% significance level