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Table 3 Determinants of 4+ antenatal visits in Ghana – marginal effect estimates

From: Spatial variation in the use of reproductive health services over time: a decomposition analysis

Variables

Ecological Zones

National

Southern

Gt Accra

Middle

Northern

Woman’s_Age

0.0223***

0.0261**

0.0216**

0.0246***

0.0061

(0.0054)

(0.0114)

(0.0099)

(0.0089)

(0.0102)

Woman’s age Square

−0.0003***

−0.0003*

−0.0003**

−0.0003**

−0.0001

(0.0001)

(0.0002)

(0.0002)

(0.0001)

(0.0001)

Birth Order: 2nd Birth

−0.0422**

−0.0533

−0.0810*

−0.0638*

0.0210

(0.0190)

(0.0357)

(0.0435)

(0.0357)

(0.0355)

Birth Order: 3rd Birth

−0.0572**

−0.0642

−0.0699

−0.0971**

0.0078

(0.0228)

(0.0453)

(0.0454)

(0.0472)

(0.0384)

Birth Order: 4th Birth

−0.0944***

−0.1145**

−0.0622

−0.1193***

−0.0237

(0.0214)

(0.0447)

(0.0476)

(0.0396)

(0.0417)

Woman’s Education: Primary

0.0310***

0.0388*

0.0142

−0.0133

0.0764***

(0.0119)

(0.0212)

(0.0185)

(0.0221)

(0.0254)

Woman’s Education: Secondary

0.0808***

0.1096***

0.1094***

0.0276

0.0702**

(0.0141)

(0.0252)

(0.0322)

(0.0241)

(0.0335)

Woman’s Education: Tetiary

0.1148***

 

0.0595***

 

0.1320**

(0.0326)

 

(0.0226)

 

(0.0670)

Partner Education: Primary

0.0336**

0.0274

−0.0133

0.0202

0.0698***

(0.0136)

(0.0261)

(0.0353)

(0.0256)

(0.0247)

Partner Education: Secondary

0.0437***

0.0704**

0.0011

0.0251

0.0607*

(0.0138)

(0.0287)

(0.0286)

(0.0247)

(0.0335)

Partner Education: Tetiary

0.1089***

0.1347***

0.0471*

0.1273***

0.0368

(0.0166)

(0.0238)

(0.0280)

(0.0238)

(0.0516)

Muslim Dummy

−0.0216

0.0133

0.0078

−0.0649***

−0.0282

(0.0159)

(0.0277)

(0.0204)

(0.0249)

(0.0280)

Ethnicity: Ga/Dangme

−0.0727**

−0.0029

0.0228

−0.1891***

 

(0.0327)

(0.0586)

(0.0262)

(0.0510)

 

Ethnicity: Ewe and Guan

−0.0383**

−0.0496**

−0.0239

−0.0707**

−0.3705

(0.0178)

(0.0243)

(0.0372)

(0.0318)

(0.3045)

Ethnicity: Northern Groups

0.0344*

−0.0098

0.0422**

0.0275

−0.1515**

(0.0207)

(0.0416)

(0.0200)

(0.0239)

(0.0628)

Ethnicity: Others

−0.0184

−0.0014

0.0279

−0.0146

−0.5808**

(0.0374)

(0.0608)

(0.0323)

(0.0633)

(0.2370)

Number of Elderly Women in HH

−0.0208***

−0.0089

−0.0174

−0.0082

−0.0288**

(0.0074)

(0.0128)

(0.0125)

(0.0136)

(0.0131)

Wealth Quintile: Poorer

0.0483***

0.0544**

0.0280

0.0355**

0.0637***

(0.0117)

(0.0211)

(0.0225)

(0.0181)

(0.0233)

Wealth Quintile: Middle

0.0493***

0.0712***

0.0321

0.0474**

0.0599

(0.0133)

(0.0243)

(0.0279)

(0.0212)

(0.0389)

Wealth Quintile: Richer

0.1020***

0.1398***

0.0603

0.0884***

0.1322***

(0.0131)

(0.0218)

(0.0384)

(0.0199)

(0.0322)

Wealth Quintile: Richest

0.1379***

0.1397***

0.1846*

0.1359***

0.0105

(0.0142)

(0.0217)

(0.0953)

(0.0204)

(0.0769)

Eco_Zone: Greater Accra

−0.0466

    

(0.0331)

    

Eco_Zone: Middle

0.0006

    

(0.0139)

    

Eco_Zone: Northern

0.0475**

    

(0.0230)

    

Rural Dummy

−0.0097

0.0147

−0.0224

0.0028

−0.0548

(0.0155)

(0.0254)

(0.0519)

(0.0251)

(0.0366)

NSCPHGW

0.0718***

−0.0269

−0.0040

0.0334

0.1898***

(0.0254)

(0.0380)

(0.0556)

(0.0268)

(0.0617)

NSCPHFT

0.0811*

0.2519*

−0.0254

0.1763**

0.0999

(0.0486)

(0.1329)

(0.0352)

(0.0850)

(0.1574)

Year 2014

0.1569***

0.1974***

0.0978**

0.1862***

0.1212**

(0.0195)

(0.0262)

(0.0386)

(0.0266)

(0.0476)

N

6386

1763

543

1922

2063

pseudo R2

0.168

0.180

0.322

0.182

0.153

p

0.0000

0.0000

0.0000

0.0000

0.0000

  1. Source: Authors’ Calculations. Note: *** is significant at p < 0.01, ** is significant at p < 0.05, * is significant at p < 0.10. NSCPHGW, NSCPHFT are non-self cluster proportion of households with good water, non-self cluster proportion of households with flush toilet respectively. To account for women without Partners, a category was created for missing husbands under partner’s education but coefficient not reported