Skip to main content

Table 5 A decomposition of changes in 4+ antenatal visits and use of skilled attendants during delivery in Ghana between 1998 and 2014

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

Determinants

4+ Antenatal Visits

Skilled Delivery Assistance

National

Southern

Gt. Accra

Middle

Northern

National

Southern

Gt. Accra

Middle

Northern

Pr_0

0.8771

0.8766

0.9139

0.8976

0.8065

0.7570

0.7352

0.9318

0.8106

0.5355

Pr_1

0.6451

0.6238

0.7544

0.6562

0.5921

0.4565

0.4168

0.7529

0.5350

0.1586

Difference

0.2319

0.2527

0.1596

0.2414

0.2144

0.3006

0.3184

0.1790

0.2756

0.3769

Explained

0.0461

0.0242

0.0224

0.0474

0.0863

0.0991

0.0342

0.1857

0.1243

0.1332

Contributions

Woman’s Age

0.0042

0.0066

0.0118

0.0073

−0.0008

0.0029

0.0054

0.0036

0.0115**

−0.0018

(0.0030)

(0.0059)

(0.0105)

(0.0057)

(0.0032)

(0.0018)

(0.0043)

(0.0069)

(0.0057)

(0.0019)

%

9.1

27.3

52.7

15.4

−0.9

2.9

15.8

1.9

9.3

−1.4

Birth Order

0.0008

0.0009

0.0205

−0.0009

0.0008

0.0012

0.0027

−0.0033

−0.0044

−0.0004

(0.0027)

(0.0049)

(0.0130)

(0.0052)

(0.0034)

(0.0020)

(0.0040)

(0.0090)

(0.0055)

(0.0025)

%

1.7

3.7

91.5

−1.9

0.9

1.2

7.9

−1.8

−3.5

−0.3

Woman’s Education

0.0062***

0.0078*

−0.0060

0.0024

0.0124***

0.0119***

0.0149***

0.0209

0.0036

0.0153***

(0.0022)

(0.0043)

(0.0136)

(0.0033)

(0.0043)

(0.0028)

(0.0056)

(0.0138)

(0.0031)

(0.0056)

%

13.4

32.2

−26.8

5.1

14.4

12.0

43.6

11.3

2.9

11.5

Partner’s Education

−0.0006

−0.0037

0.0190*

−0.0006

0.0058

0.0030

−0.0030

−0.0022

0.0088**

0.0161***

(0.0022)

(0.0042)

(0.0104)

(0.0039)

(0.0046)

(0.0025)

(0.0048)

(0.0088)

(0.0044)

(0.0058)

%

−1.3

−15.3

84.8

−1.3

6.7

3.0

−8.8

−1.2

7.1

12.1

Ethnicity

0.0039*

−0.0007

−0.0142

0.0039

0.0005

0.0051***

0.0015

−0.0012

0.0064**

0.0004

(0.0022)

(0.0023)

(0.0094)

(0.0029)

(0.0025)

(0.0019)

(0.0027)

(0.0110)

(0.0030)

(0.0026)

%

8.5

−2.9

−63.4

8.2

0.6

5.1

4.4

−0.6

5.1

0.3

Muslim Dummy

−0.0002

−0.0029

−0.0034

−0.0015

−0.0036

0.0007

−0.0005

−0.0078

−0.0005

0.0084***

(0.0006)

(0.0022)

(0.0058)

(0.0016)

(0.0038)

(0.0006)

(0.0032)

(0.0093)

(0.0010)

(0.0032)

%

−0.4

−12.0

−15.2

−3.2

−4.2

0.7

−1.5

−4.2

−0.4

6.3

No. of Elderly Women

0.0000

0.0003

−0.0024

0.0002

−0.0041***

0.0000

−0.0045**

0.0068

−0.0001

−0.0021*

(0.0003)

(0.0016)

(0.0034)

(0.0011)

(0.0014)

(0.0002)

(0.0022)

(0.0115)

(0.0012)

(0.0011)

%

0

1.2

−10.7

0.4

−4.8

0.0

−13.2

3.7

−0.1

−1.6

Household Wealth

0.0074***

0.0207***

0.0117

0.0049

0.0002

0.0116***

0.0209***

−0.0028

0.0130***

−0.0050

(0.0025)

(0.0070)

(0.0152)

(0.0030)

(0.0050)

(0.0020)

(0.0073)

(0.0077)

(0.0041)

(0.0044)

%

16.1

85.5

52.2

10.3

0.2

11.7

61.1

−1.5

10.5

−3.8

Eco Zones

−0.0026

    

−0.0012

    

(0.0027)

    

(0.0020)

    

%

−5.6

    

−1.2

    

Water and Sanitation

0.0298***

0.0037

−0.0110

0.0259**

0.0724***

0.0486***

−0.0114

0.1693***

0.0654***

0.0945***

(0.0082)

(0.0116)

(0.0398)

(0.0128)

(0.0141)

(0.0088)

(0.0132)

(0.0278)

(0.0162)

(0.0122)

%

64.6

15.3

−49.1

54.6

83.9

49.0

−33.3

91.2

52.6

70.9

Rural Dummy

−0.0028

−0.0086*

−0.0036

0.0058

0.0028

0.0152***

0.0083*

0.0027

0.0208***

0.0081

(0.0036)

(0.0045)

(0.0076)

(0.0068)

(0.0046)

(0.0038)

(0.0045)

(0.0069)

(0.0073)

(0.0050)

%

−6.1

−35.5

−16.1

12.2

3.2

15.3

24.3

1.5

16.7

6.1

Observations

6386

1809

543

1969

2065

6444

1816

547

1992

2089

  1. Source: Authors’ Calculations. Note: *** is significant at p < 0.01, ** is significant at p < 0.05, * is significant at p < 0.10. Contribution estimates are mean values of the decomposition, bootstrapped to 5000 replications. Note that the base group (Pr = 0) is 1998 and the reference group (Pr = 1) is 2014. Note also that the contribution of the error term has been ignored in the current estimates as is common in the literature