Variables | Null model | Model 1 AOR (95% CI) | Model 2 AOR (95%CI) | Model 3 AOR (95%CI) |
---|---|---|---|---|
Individual level  Characteristics |  |  |  |  |
Educational status of participants | Â | Â | Â | Â |
 No formal education |  | 0.95 (0.86, 1.06) |  | 1.39 (1.23, 1.56)* |
 Primary education |  | 1.49 (1.34, 1.64) |  | 1.45 (1.30, 1.62)* |
 Secondary and higher |  | 1 |  | 1 |
Occupation | Â | Â | Â | Â |
 Not working |  | 1.05 (0.97, 1.14) |  | 1.32 (1.21, 1.45)* |
 Working |  | 1 |  | 1 |
Marital status | Â | Â | Â | Â |
 Married |  | 52.9 (48.35, 57.89) |  | 67.88(61.33, 75.12)* |
 Unmarried |  | 1 |  | 1 |
Wealth index | Â | Â | Â | Â |
 Poor |  | 1.45 (1.32, 1.59) |  | 1.47 (1.32, 1.65)* |
 Middle |  | 1.19 (1.07, 1.32) |  | 1.21 (1.07, 1.35)* |
 Rich |  | 1 |  | 1 |
Knowledge about contraceptives | Â | Â | Â | Â |
 Knows modern methods |  | 1.74 (1.57, 1.92) |  | 2.45 (2.19, 2.74)* |
 Knows traditional methods |  | 1.58 (1.02, 2.44) |  | 1.41 (0.90, 2.19) |
 Not know any methods |  | 1 |  | 1 |
Unmet need | Â | Â | Â | Â |
 Yes |  | 3.23 (2.85, 3.65) |  | 2.42 (2.14, 2.74)* |
 No |  | 1 |  | 1 |
Community level variables | Â | Â | Â | Â |
Community level poverty | Â | Â | Â | Â |
 High |  |  | 1.12 (1.01, 1.23) | 0.91 (0.80, 1.03) |
 Low |  |  |  | 1 |
Community media exposure | Â | Â | Â | Â |
 Low |  |  | 0.85 (0.77, 0.94) | 0.94 (0.84, 1.07) |
 High |  |  | 1 | 1 |
Residency | Â | Â | Â | Â |
 Rural |  |  | 2.33 (2.18, 2.50) | 0.95 (0.85, 1.07) |
 Urban |  |  | 1 | 1 |
Community level education | Â | Â | Â | Â |
 Low |  |  | 1.44 (1.31, 1.59) | 1.01 (0.89, 1.14) |
 High |  |  | 1 | 1 |
Country | Â | Â | Â | Â |
 Angola |  |  | 3.05 (2.66, 3.51) | 9.59 (7.82, 11.77)* |
 Burkina Faso |  |  | 1.20 (1.04, 1.39) | 0.88 (0.72, 1.09) |
 Burundi |  |  | 0.29 (0.25, 0.34) | 1.22 (0.96, 1.55) |
 Chad |  |  | 2.19 (1.91, 2.51) | 3.05 (2.49, 3.74)* |
 DR Congo |  |  | 1.68 (1.46, 1.93) | 3.77 (3.06, 4.65)* |
 Mali |  |  | 2.24 (1.93, 2.60) | 1.84 (1.47, 2.28)* |
 Nigeria |  |  | 1.04 (0.91, 1.19) | 1.16 (0.95, 1.42) |
 Niger |  |  | 2.55(2.19, 2.98) | 1.10 (0.89, 1.37) |
 Gambia |  |  | 1 | 1 |
Random effect | ||||
 Variance | 0.35 | 0.25 | 0.21 | 0.19 |
 ICC (%) | 9.5 | 7.1 | 6.1 | 5.8 |
 MOR | 1.75 | 1.60 | 1.54 | 1.51 |
 PCV (%) | Ref. | 28.57 | 40 | 45.71 |
Model fitness | ||||
 Deviance | 36,775.74 | 202,000.52 | 34,189.22 | 18,954.18 |