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Table 4 Multivariate decomposition analysis of factors associated with caesarean section deliveries inequality between rural and urban residence

From: Rural–urban disparities in caesarean deliveries in sub-Saharan Africa: a multivariate non-linear decomposition modelling of Demographic and Health Survey data

Variable

Difference due to Characteristics (E)

Difference due to Coefficients (C)

Coefficient

Percent

Coefficient

Percent

% Total explained disparity

0.04483***

81.12

0.01043***

18.88

Sex of child

 Male

-0.00000***

-0.00

0.00010

0.18

 Female

-0.00000***

-0.00

-0.00010

-0.18

Mother’s self-reported size of child at birth

 Large

0.00010**

0.19

-0.00098**

-1.77

 Average

0.00003***

0.06

-0.00023

-0.41

 Smaller

-0.00019***

-0.35

0.00052**

0.94

Twin status

 Single birth

0.00004***

0.08

0.00141

2.55

 Multiple birth

0.00004***

0.08

-0.00003

-0.05

Mother’s age (years)

 15–19

0.00085***

1.54

-0.00019

-0.34

 20–24

0.00082***

1.49

-0.00165***

-2.98

 25–29

-0.00059***

-1.07

-0.00114**

-2.06

 30–34

0.00009

0.16

-0.00035

-0.64

 35–39

0.00009***

0.16

0.00052*

0.94

 40–44

-0.00048***

-0.86

0.00033

0.59

 45–49

-0.00048***

-0.87

0.00028*

0.50

Maternal educational level

 No education

0.00186**

3.37

0.00028

0.51

 Primary

0.00009

0.16

-0.00036

-0.65

 Secondary

-0.00105**

-1.89

-0.00014

-0.26

 Higher

0.00102***

1.85

0.00002

0.03

Current working status

 No

0.00001

0.03

-0.00037

-0.66

 Yes

0.00001

0.03

0.00073

1.33

Antenatal care attendance

 None

0.00353***

6.39

0.00088*

1.59

 1–3

-0.00131***

-2.37

-0.00097

-1.76

 4 or more

0.00521***

9.42

-0.00187*

-3.39

Marital status

 Married

-0.00015*

-0.28

0.00207**

3.75

 Cohabiting

-0.00015*

-0.28

-0.00040**

-0.73

Religion

 No religion/others

-0.00013*

-0.23

0.00012

0.22

 Christianity

0.00020

0.37

-0.00032

-0.57

 Islamic

0.00009*

0.16

0.00035

0.63

 African Traditional

0.00015

0.26

-0.00012

-0.21

National health insurance subscription

 No

0.00086***

1.56

0.00049

0.88

 Yes

0.00086***

1.56

-0.00002

-0.04

Parity

 1 birth

0.00186***

3.36

-0.00014

-0.26

 2 births

0.00056***

1.02

0.00006

0.12

 3 births

-0.00035***

-0.64

-0.00019

-0.34

 Four or more births

0.00502***

9.08

0.00093

1.68

Partner educational level

 No education

0.00167**

3.02

0.00043

0.77

 Primary

-0.00051*

-0.92

0.00036

0.66

 Secondary

-0.00034

-0.62

-0.00041

-0.74

 Higher

0.00065*

1.17

-0.00002

-0.04

Person who usually decides on respondent’s health care

 Respondent alone

-0.00014

-0.25

-0.00067

-1.20

 Respondent and partner

-0.00004

-0.08

-0.00023

-0.41

 Partner alone

0.00057

1.04

-0.00078

-1.41

 Someone else or other

-0.00003

-0.05

0.00005

0.09

Person who usually decides on large household purchases

 Respondent alone

0.00027

0.48

0.00045

0.81

 Respondent and partner

0.00028

0.50

0.00053

0.95

 Partner alone

-0.00036

-0.64

0.00166

3.00

 Someone else or other

-0.00000

-0.00

-0.00010

-0.19

Person who usually decides on visits to family or relatives

 Respondent alone

0.00034*

0.61

0.00155**

2.80

 Respondent and partner

0.00034

0.62

0.00200

3.61

 Partner alone

-0.00042

-0.75

0.00115

2.07

 Someone else or other

0.00004

0.06

-0.00014*

-0.26

Sex of household head

 Male

0.00001

0.02

0.00098

1.77

 Female

0.00001

0.02

-0.00015

-0.27

Frequency of watching television

 Not at all

0.00088

1.60

-0.00038

-0.69

 Less than once a week

0.00011

0.19

0.00028*

0.52

 At least once a week

-0.00016

-0.28

-0.00027*

-0.49

Frequency of listening radio

 Not at all

0.00036

0.65

0.00088

1.59

 Less than once a week

0.00003

0.05

0.00003

0.05

 At least once a week

0.00017

0.32

-0.00059*

-1.06

Frequency of reading newspaper/magazine

 Not at all

0.00062*

1.12

-0.00011

-0.21

 Less than once a week

0.00005

0.08

0.00005

0.09

 At least once a week

0.00028

0.50

-0.00002

-0.04

Wealth index

 Poorest

0.00630***

11.40

0.00039

0.71

 Poorer

0.00234**

4.23

0.00036

0.65

 Middle

0.00027

0.48

-0.00039

-0.71

 Richer

0.00147***

2.66

-0.00013

-0.23

 Richest

0.01127***

20.38

0.00002

0.03

  1. * p < 0.05, ** p < 0.01, *** p < 0.001