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Table 5 Multivariable regression analysis of factors associated with caesarean deliveries among women in sub-Saharan Africa

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

Variables

Pooled

AOR [95% CI]

Rural

AOR [95% CI]

Urban

AOR [95% CI]

Sex of child

 Male

1[1.00,1.00]

1[1.00,1.00]

1 [1.00,1.00]

 Female

0.87*** [0.82,0.92]

0.89** [0.82,0.97]

0.85*** [0.78,0.93]

Twin status

 Single birth

1[1.00,1.00]

1[1.00,1.00]

1 [1.00,1.00]

 Multiple birth

3.74*** [3.23,4.34]

4.06*** [3.36,4.92]

3.52*** [2.83,4.39]

Mother’s self-reported size of child at birth

 Large

1[1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Average

0.71*** [0.67,0.76]

0.68*** [0.62,0.75]

0.74*** [0.67,0.81]

 Smaller

1.01 [0.92,1.10]

0.86* [0.76,0.99]

1.15* [1.01,1.31]

Mother’s age (years)

 15–19

1[1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 20–24

1.18* [1.01,1.37]

1.25* [1.04,1.51]

1.13 [0.87,1.47]

 25–29

1.73*** [1.47,2.02]

1.67*** [1.37,2.04]

1.90*** [1.46,2.46]

 30–34

2.35*** [1.98,2.79]

2.26*** [1.80,2.84]

2.61*** [1.99,3.42]

 35–39

3.48*** [2.91,4.16]

2.84*** [2.24,3.61]

4.22*** [3.19,5.59]

 40–44

3.43*** [2.81,4.19]

3.00*** [2.30,3.91]

4.03*** [2.95,5.50]

 45–49

4.17*** [3.22,5.40]

3.11*** [2.21,4.36]

5.99*** [4.01,8.93]

Maternal educational level

 No education

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Primary

1.18*** [1.07,1.31]

1.22** [1.07,1.39]

1.04 [0.89,1.22]

 Secondary

1.11 [0.99,1.25]

1.17 [1.00,1.37]

0.97 [0.82,1.15]

 Higher

1.53*** [1.30,1.79]

1.31 [0.99,1.74]

1.41** [1.15,1.74]

Current working status

 No

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Yes

0.97 [0.91,1.04]

0.95 [0.86,1.04]

0.98 [0.89,1.09]

Antenatal care attendance

 None

1[1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 1–3

2.95*** [2.34,3.72]

3.33*** [2.54,4.37]

2.07*** [1.37,3.12]

 4 or more

3.97*** [3.14,5.02]

4.49*** [3.42,5.89]

2.71*** [1.80,4.11]

Marital status

 Married

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Cohabiting

1.03 [0.95,1.12]

1.15* [1.02,1.30]

0.93 [0.83,1.05]

Religion

 No religion/others

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Christianity

1.03 [0.84,1.25]

1.18 [0.91,1.53]

0.90 [0.68,1.20]

 Islamic

0.79* [0.65,0.98]

0.85 [0.65,1.13]

0.68* [0.51,0.93]

 African Traditional

1.01 [0.74,1.37]

1.20 [0.83,1.74]

0.88 [0.48,1.59]

Parity

 1 birth

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 2 births

0.62*** [0.56,0.68]

0.61*** [0.54,0.70]

0.61*** [0.54,0.69]

 3 births

0.45*** [0.40,0.50]

0.45*** [0.39,0.52]

0.43*** [0.37,0.51]

 Four or more births

0.27*** [0.24,0.30]

0.25*** [0.21,0.29]

0.29*** [0.25,0.34]

National health insurance subscription

 No

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Yes

1.58*** [1.44,1.73]

1.65*** [1.41,1.94]

1.56*** [1.39,1.75]

Partner educational level

 No education

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Primary

1.26*** [1.14,1.41]

1.20** [1.05,1.37]

1.30** [1.09,1.54]

 Secondary

1.22*** [1.09,1.36]

1.21** [1.05,1.39]

1.14 [0.97,1.33]

 Higher

1.28*** [1.12,1.47]

1.42** [1.15,1.76]

1.17 [0.98,1.41]

Person who usually decides on respondent’s health care

 Respondent alone

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Respondent and partner

0.97 [0.88,1.07]

0.83** [0.73,0.95]

1.08 [0.94,1.24]

 Partner alone

0.89* [0.80,0.98]

0.80** [0.70,0.92]

0.95 [0.81,1.10]

Someone else or other

0.95 [0.62,1.44]

0.70 [0.42,1.17]

1.19 [0.58,2.43]

Person who usually decides on large household purchases

 Respondent alone

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Respondent and partner

0.94 [0.84,1.04]

1.06 [0.91,1.25]

0.88 [0.76,1.01]

 Partner alone

0.93 [0.83,1.04]

0.98 [0.84,1.14]

0.92 [0.79,1.07]

 Someone else or other

0.70 [0.49,1.00]

0.96 [0.59,1.55]

0.52* [0.30,0.91]

Person who usually decides on visits to family or relatives

 Respondent alone

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Respondent and partner

1.02 [0.92,1.12]

1.12 [0.98,1.28]

0.96 [0.84,1.09]

 Partner alone

1.01 [0.91,1.12]

1.08 [0.94,1.23]

0.97 [0.83,1.13]

 Someone else or other

1.09 [0.74,1.61]

1.61* [1.03,2.52]

0.58 [0.27,1.26]

Sex of household head

 Male

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Female

1.11* [1.02,1.20]

1.07 [0.96,1.20]

1.12 [0.99,1.27]

Frequency of watching television

 Not at all

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Less than once a week

1.09 [0.98,1.21]

1.03 [0.89,1.18]

1.05 [0.90,1.24]

 At least once a week

1.13** [1.03,1.24]

1.14* [1.00,1.30]

1.05 [0.93,1.20]

Frequency of listening radio

 Not at all

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Less than once a week

1.07 [0.98,1.17]

1.06 [0.94,1.20]

1.07 [0.94,1.22]

 At least once a week

1.09* [1.01,1.18]

1.16** [1.04,1.29]

1.05 [0.94,1.17]

Frequency of reading newspaper/magazine

 Not at all

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Less than once a week

1.10 [0.99,1.21]

1.00 [0.85,1.17]

1.15* [1.02,1.30]

 At least once a week

1.21** [1.08,1.35]

1.28* [1.06,1.55]

1.23** [1.07,1.41]

Wealth index

 Poorest

1 [1.00,1.00]

1 [1.00,1.00]

1 [1.00,1.00]

 Poorer

1.23*** [1.10,1.38]

1.17** [1.05,1.34]

1.33 [0.94,1.88]

 Middle

1.55*** [1.39,1.74]

1.48*** [1.31,1.68]

1.53** [1.12,2.08]

 Richer

2.07*** [1.84,2.33]

1.85*** [1.61,2.13]

2.02*** [1.50,2.72]

 Richest

2.97*** [2.62,3.36]

2.58*** [2.17,3.07]

2.83*** [2.11,3.80]

  1. Exponentiated coefficients; 95% confidence intervals in brackets; * p < 0.05, ** p < 0.01, *** p < 0.001; AOR Adjusted Odds Ratio, CI Confidence Interval; 1[1.00,1.00] = Reference category