Skip to main content
. 2023 Mar 30;23:610. doi: 10.1186/s12889-023-15434-z

Table 2.

Frequency distribution of respondents, distribution of health insurance across explanatory variables and bivariate results: Evidence from 28 sub-Saharan African countries Demographics and Health Surveys (N = 226,734)

Variable Frequency (Weighted %) Health Insurance coverage (%) COR (95% CI)
Overall health insurance coverage

226,734

(21.3%, 95% CI; 19.9-22.7%)

Women’s decision-making autonomy
No 140,633 (44.1) 15.7 Ref
Yes 96,376 (55.9) 25.8 1.86 (1.48–2.33)***
Women’s age in years
15–19 15,695 (3.40) 4.90 Ref
20–24 40,061 (16.8) 13.7 2.62 (1.23–5.61) *
25–29 48,465 (24.9) 22.5 5.75 (2.73–12.12) ***
30–34 41,715 (19.7) 23.2 5.42 (2.60-11.28) ***
35–39 35,622 (15.6) 25.0 6.94 (3.24–14.82) ***
40–44 25,598 (10.5) 26.0 8.44 (3.87–18.37) ***
45–49 19,578 (8.70) 22.0 6.54 (3.04–14.09) ***
Women’s educational level
No formal education 98,811 (9.10) 2.7 Ref
Primary school 70,054 (54.3) 12.3 4.19 (2.22–7.89) ***
Secondary school 50,548 (27.0) 29.3 12.59 (6.61–23.95) ***
Higher 7,292 (9.40) 68.1 96.37 (48.09-193.12) ***
Husband’s educational level
No formal education 82,697 (6.60) 2.4 Ref
Primary school 57,030 (48.0) 11.0 3.53 (1.26–9.83) *
Secondary school 64,301 (31.4) 24.7 8.87 (3.13–25.12) ***
Higher 15,830 (13.7) 58.9 48.95 (17.11-139.99) ***
Wealth status
Poorest 52,109 (16.7) 3.0 Ref
Poorer 47,328 (18.0) 8.2 3.01 (1.78–5.08) ***
Middle 44,346 (19.0) 14.9 8.22 (4.91–13.76) ***
Richer 41,570 (21.6) 25.8 22.60 (13.17–38.77) ***
Richest 41,381 (24.5) 44.3 75.66 (42.56-134.53) ***
Parity
1–2 32,719 (16.5) 26.2 Ref
3–4 100,153 (55.6) 24.3 1.03 (0.77–1.38)
5+ 78,577 (27.8) 11.6 0.56 (0.39–0.80)**
Sex of household head
Male 188,798 (76.3) 20.8 Ref
Female 37,936 (23.7) 22.9 1.78 (1.39–2.27)***
Currently employed
No 81,801 (30.5) 12.5
Yes 144,798 (69.4) 25.2 2.65 (2.04–3.45)***
Media exposure
No 78,479 (13.3) 3.7 Ref
Yes 147,962 (86.6) 24.0 5.85 (3.53–9.70)***
Family size
< 5 68,479 (46.16) 25.6 Ref
>=5 158,255 (53.8) 17.6 0.87 (0.71–1.07)
Place of residence
Urban 73,668 (39.5) 29.8 Ref
Rural 153,066 (60.5) 15.7 0.28 (0.22–0.36)***
Distance to health facility
Big problem 96,421 (24.4) 11.4 Ref
Not a big problem 130,272 (75.5) 24.5 1.63 (1.25–2.12)***
Community literacy level
Low 88,161 (25.8) 8.9 Ref
Medium 76,206 (35.1) 20.0 3.94 (2.92–5.32)***
High 62,367 (39.0) 30.6 10.86 (8.05–14.65)***
Community socioeconomic status
Low 122,808 (44.5) 10.5 Ref
Medium 38,563 (15.5) 21.5 4.77 (3.57–6.38)***
High 65,363 (39.8) 33.3 9.44 (7.33–12.17)***