Characteristics | Model I | Model II | Model III | Model IV |
---|---|---|---|---|
Fixed effects | Â | AOR (95Â % CI) | AOR (95Â % CI) | AOR (95Â % CI) |
Women educational level | ||||
 No education(R) |  | 1 |  | 1 |
 Primary |  | 1.39 (1.107–1.750) | – | 1.50 (1.202–1.880) |
 Secondary & above |  | 2.75 (1.866–4.054) | – | 3.60 (2.491–5.214) |
Husband educational level | ||||
 No education(R) |  | 1 |  |  |
 Primary |  | 1.22 (0.963–1.557) | – | – |
 Secondary & above |  | 2.10 (1.528–2.883) | – | – |
Media exposure | ||||
 No exposure (R) |  | 1 |  | 1 |
 Has exposure |  | 1.33 (1.065–1.666) | – | 1.39 (1.115–1.752) |
Household wealth index | ||||
 Poorest (R) |  | 1 |  | 1 |
 Poor |  | 0.99 (0.664–1.496) | – | 1.01 (0.673–1.497) |
 Middle |  | 0.86 (0.563–1.313) | – | 0.75 (0.493–1.137) |
 Rich |  | 1.49 (1.029–2.183) | – | 1.11 (0.765–1.607) |
 Richest |  | 7.05 (4.862–10.234) | – | 1.74 (1.143–2.648) |
Birth order | ||||
 1 (R) |  | 1 |  | 1 |
 2–3 |  | 0.56 (0.438–0.709) | – | 0.49 (0.385–0.622) |
 4–5 |  | 0.39 (0.289–0.520) | – | 0.38 (0.286–0.512) |
 6+ |  | 0.34 (0.247–0.463) | – | 0.33 (0.245–0.456) |
ANC visit | ||||
 No visit (R) |  | 1 |  | 1 |
 1 visit |  | 1.97 (1.201–3.229) | – | 1.89 (1.148–3.113) |
 2–3 visits |  | 2.69 (2.058–3.515) | – | 2.66 (2.031–3.479) |
 4 and above |  | 5.09 (3.947–6.574) | – | 4.43 (3.405–5.751) |
Region | ||||
 Affar (R) |  |  | 1 | 1 |
 Tigray |  | – | 1.88 (0.948–3.757) | 1.56 (0.796–3.072) |
 Amhara |  | – | 2.46 (1.243–4.872) | 3.06 (1.571–5.974) |
 Oromia |  | – | 1.96 (1.002–3.836) | 2.06 (1.065–3.995) |
 Somali |  | – | 1.87 (0.866–4.062) | 2.92 (1.382–6.150) |
 B/Gumuz |  | – | 2.66 (1.289–5.525) | 2.67 (1.310–5.451) |
 SNNP |  | – | 1.62 (0.800–3.256) | 1.61 (0.806–3.218) |
 Gambella |  | – | 6.76 (3.341–13.698) | 5.78 (2.920–11.453) |
 Harari |  | – | 5.96 (2.953–12.034) | 5.52 (2.751–11.066) |
 Addis Ababa |  | – | 10.65 (5.231–21.686) | 6.43 (3.173–13.019) |
 Dire Dawa |  | – | 9.37 (4.632–18.958) | 10.19 (5.088–20.387) |
Place of residence | ||||
 Rural (R) |  |  | 1 | 1 |
 Urban |  | – | 7.46 (5.163–10.777) | 4.74 (3.196–7.039) |
Distance to health facility | ||||
 Not big problem |  | – | 1.66 (1.356–2.032) | 1.46 (1.1792–1.805) |
 Big problem (R) |  |  | 1 | 1 |
Community poverty | ||||
 High (R) |  |  | 1 |  |
 Low |  | – | 1.57 (1.115–2.212) | – |
Community women’s education | ||||
 Low (R) |  |  | 1 | 1 |
 High |  | – | 2.66 (1.951–3.618) | 1.71 (1.256–2.319) |
Community media exposure | ||||
 Low (R) |  |  | 1 |  |
 High |  | – | 1.42 (1.029–1.964) | – |
Community ANC utilization | ||||
 Low (R) |  |  | 1 | 1 |
 High |  | – | 2.54 (1.842–3.492) | 1.55 (1.132–2.127) |
Random effect | Model I | Model II | Model III | Model IV |
---|---|---|---|---|
Community variance (SE) | 10.246* (1.020) | 1.118* (0.179) | 0.773* (0.134) | 0.613* (0.128) |
ICC (%) | 75.6 | 25.3 | 19.1 | 15.7 |
PCV (%) | Reference | 89.1 | 92.4 | 94.1 |
Model fitness | Model I | Model II | Model III | Model IV |
---|---|---|---|---|
Log likelihood | −2285.8943 | −1760.6829 | −1886.9685 | −1683.9758 |
AIC | 4575.789 | 3557.366 | 3809.937 | 3425.952 |