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Table 1 Risk factors associated with cesarean birth, 2010–2018

From: Cesarean birth in the Global Network for Women’s and Children’s Health Research: trends in utilization, risk factors, and subgroups with high cesarean birth rates

 

Overall

African sites

Non-African sites

Cesarean/total deliveries (%)

RR (95% CI)a

p valuea

Cesarean/total deliveries (%)

RR (95% CI)a

p valuea

Cesarean/total deliveries (%)

RR (95% CI)a

p valuea

Maternal age (years)

0.001

 < 0.001

 < 0.001

 < 20

10.0%

1.0 (1.0, 1.0)

0.7

1.5%

1.0 (0.9, 1.1)

0.4

20.1%

1.0 (1.0, 1.0)

0.7

 20–35

14.3%

Ref

 

1.5%

Ref

 

18.9%

Ref

 

 > 35

10.6%

0.9 (0.9, 1.0)

 < 0.001

2.0%

1.4 (1.2, 1.7)

 < 0.001

17.2%

0.9 (0.8, 0.9)

 < 0.001

Maternal education

 < 0.001

 < 0.001

 < 0.001

 No formal schooling

7.6%

Ref

 

0.9%

Ref

 

8.8%

Ref

 

 Primary/secondary

13.8%

2.1 (1.9, 2.3)

 < 0.001

1.5%

1.5 (1.3, 1.7)

 < 0.001

21.4%

2.0 (1.9, 2.2)

 < 0.001

 University+

32.2%

3.9 (3.5, 4.4)

 < 0.001

4.8%

4.7 (3.4, 6.3)

 < 0.001

37.1%

3.5 (3.2, 3.9)

 < 0.001

Parity

 < 0.001

 < 0.001

 < 0.001

 0

19.6%

2.4 (2.2, 2.5)

 < 0.001

2.1%

1.7 (1.5, 1.9)

 < 0.001

25.7%

2.7 (2.5, 2.8)

 < 0.001

 1–2

13.8%

1.7 (1.6, 1.8)

 < 0.001

1.4%

1.1 (1.0, 1.2)

0.2

18.4%

2.0 (1.9, 2.1)

 < 0.001

 3+

5.5%

Ref

 < 0.001

1.2%

Ref

 

8.7%

Ref

 < 0.001

Antenatal visits

 < 0.001

 < 0.001

 < 0.001

 < 4

7.7%

Ref

 < 0.001

1.1%

Ref

 

12.0%

Ref

 < 0.001

 4+

20.1%

1.9 (1.7, 2.1)

 < 0.001

2.2%

1.9 (1.7, 2.1)

 < 0.001

26.5%

1.9 (1.7, 2.1)

 < 0.001

Multiple pregnancy

 < 0.001

 < 0.001

 < 0.001

 Yes

24.5%

2.0 (1.9, 2.2)

 < 0.001

7.6%

5.2 (4.4, 6.2)

 < 0.001

35.5%

1.9 (1.8, 2.1)

 < 0.001

 No

13.5%

Ref

 

1.5%

Ref

 

18.8%

Ref

 

Abnormal lie

 < 0.001

 < 0.001

 < 0.001

 Yes

64.0%

5.0 (4.4, 5.5)

 < 0.001

29.2%

24.5 (19.7, 30.5)

 < 0.001

70.5%

4.1 (3.8, 4.5)

 < 0.001

 No

12.5%

Ref

 

1.2%

Ref

 

17.6%

Ref

 

OL/PL/FLPb

 < 0.001

 < 0.001

 < 0.001

 Yes

56.1%

5.9 (5.0, 6.9)

 < 0.001

21.3%

47.5 (35.2, 64.3)

 < 0.001

63.9%

5.0 (4.3, 5.8)

 < 0.001

 No

9.8%

Ref

 

0.5%

Ref

 

14.1%

Ref

 

Antepartum hemorrhage

 < 0.001

 < 0.001

 < 0.001

 Yes

21.3%

1.9 (1.7, 2.0)

 < 0.001

11.1%

7.8 (6.4, 9.5)

 < 0.001

25.4%

1.7 (1.5, 1.8)

 < 0.001

 No

13.5%

Ref

 

1.4%

Ref

 

18.9%

Ref

 

HTN/PEC/ECc

 < 0.001

 < 0.001

 < 0.001

 Yes

42.5%

3.0 (2.7, 3.4)

 < 0.001

13.6%

9.4 (7.3, 12.1)

 < 0.001

45.7%

2.6 (2.4, 2.9)

 < 0.001

 No

12.8%

Ref

 

1.4%

Ref

 

18.0%

Ref

 

Preterm

0.9

0.7

1.0

 Yes

12.6%

1.0 (1.0, 1.1)

0.9

1.6%

1.0 (0.9, 1.2)

0.7

17.7%

1.0 (1.0, 1.1)

1.0

 No

13.9%

Ref

 

1.5%

Ref

 

19.3%

Ref

 
  1. aRelative risks and p values are obtained from log Binomial models as a function of each individual risk factor using generalized estimating equations to account for the correlation of outcomes within cluster
  2. bOL/PL/FTP represents obstructed labor, prolonged labor, failure to progress
  3. cHTN/PEC/EC represents hypertension, pre-eclampsia, eclampsia