Variables | Model 0 | Model I | Model II | Model III | Model IV |
---|---|---|---|---|---|
aOR 95% CI | aOR 95% CI | aOR 95% CI | aOR 95% CI | ||
ANC visits | |||||
0 | 0.09*** (0.07–0.13) | 0.11*** (0.08–0.15) | |||
1–3 | 1 | 1 | |||
4+ | 1.42** (1.09–1.85) | 1.20 (0.91–1.59) | |||
Delivery assistance | |||||
By TBA/Others | 0.46*** (0.34–0.63) | 0.55*** (0.40–0.77) | |||
By SBA/Health professional | 1 | 1 | |||
PNC time | |||||
No | 0.47*** (0.35–0.62) | 0.49*** (0.36–0.67) | |||
< 24 h | 1 | 1 | |||
> =1 day | 1.04 (0.57–1.90) | 1.07 (0.58–1.97) | |||
Type of delivery | |||||
Virginal birth | 1 | 1 | |||
Cesarean section | 1.07 (0.55–2.10) | 0.56 (0.29–1.08) | |||
Marital status | |||||
Married | 1 | 1 | |||
Cohabiting | 1.13 (0.84–1.53) | 1.37 (0.99–1.90) | |||
Occupational status | |||||
Not Working | 0.71* (0.54–0.92) | 0.78 (0.58–1.05) | |||
Working | 1 | 1 | |||
Religion | |||||
Christianity | 1 | 1 | |||
Islam | 0.91 (0.61–1.35) | 0.95 (0.61–1.47) | |||
Other | 057*** (0.41–0.79) | 0.71* (0.51–1.00) | |||
Mother’s education | |||||
No education | 1 | 1 | |||
Primary | 1.06 (0.77–1.48) | 0.99 (0.70–1.40) | |||
Secondary/tertiary | 1.70* (1.05–2.76) | 1.16 (0.70–1.92) | |||
Partner’s education | |||||
No education | 1 | 1 | |||
Primary | 1.36 (0.99–1.86) | 1.06 (0.75–1.49) | |||
Secondary/tertiary | 2.16*** (1.47–3.18) | 1.55* (1.03–2.35) | |||
Ethnicity | |||||
Adja | 0.69 (0.44–1.09) | 1.21 (0.57–2.57) | |||
Bariba | 0.89 (0.52–1.53) | 1.58 (0.70–3.57) | |||
Dendi | 0.48* (0.25–0.93) | 0.72 (0.29–1.82) | |||
Fon | 1 | 1 | |||
Yoa and Lokpa | 1.08 (0.44–2.61) | 1.56 (0.48–5.02) | |||
Betamaribe | 0.73 (0.42–1.29) | 2.05 (0.84–4.98) | |||
Peulh | 0.13*** (0.08–0.23) | 0.70 (0.31–1.59) | |||
Yoruba | 0.62 (0.38–1.00) | 1.17 (0.64–2.14) | |||
Parity | |||||
One birth | 1.99*** (1.44–2.75) | 1.62** (1.14–2.30) | |||
Two births | 0.94 (0.71–1.25) | 0.89 (0.65–1.21) | |||
Three births | 1.17 (0.87–1.58) | 1.20 (0.86–1.67) | |||
Four or more births | 1 | 1 | |||
Frequency of reading newspaper or magazine | |||||
Not at all | 1 | 1 | |||
Less than once a week | 1.14 (0.42–3.09) | 1.14 (041–3.18) | |||
At least once a week | 0.62 (0.22–1.77) | 0.64 (0.22–1.86) | |||
Frequency of listening to radio | |||||
Not at all | 1 | 1 | |||
Less than once a week | 1.20 (0.90–1.61) | 1.06 (0.77–1.46) | |||
At least once a week | 1.27 (0.96–1.69) | 1.04 (0.77–1.42) | |||
Frequency of watching television | |||||
Not at all | 1 | 1 | |||
Less than once a week | 1.17 (0.84–1.63) | 1.04 (0.73–1.50) | |||
At least once a week | 2.11** (1.34–3.30) | 1.37 (0.82–2.29) | |||
Wealth quintile | |||||
Poorest | 1 | 1 | |||
Poorer | 1.78*** (1.36–2.33) | 1.14 (0.83–1.55) | |||
Middle | 3.29*** (2.40–4.52) | 1.81** (1.26–2.59) | |||
Richer | 3.97*** (2.72–5.79) | 1.77* (1.15–2.72) | |||
Richest | 8.46*** (4.74–15.10) | 2.44* (1.25–4.77) | |||
Place of residence | |||||
Urban | 1.61** (1.13–2.28) | 1.43* (1.02–2.00) | |||
Rural | 1 | 1 | |||
Region | |||||
Alibori | 1 | 1 | |||
Atacora | 1.39 (0.76–2.56) | 0.94 (0.45–1.95) | |||
Atlantic | 2.14* (1.08–4.27) | 0.67 (0.26–1.75) | |||
Borgou | 0.65 (0.37–1.14) | 1.22 (0.67–2.20) | |||
Collines | 2.18* (1.11–4.30) | 0.70 (0.29–1.68) | |||
Couffo | 1.05 (0.56–1.96) | 0.47 (0.16–1.39) | |||
Donga | 1.79 (0.85–3.78) | 1.52 (0.66–3.51) | |||
Littoral | 1.96 (0.69–5.56) | 0.74 (0.23–2.44) | |||
Mono | 4.78*** (2.00–11.39) | 1.52 (0.45–5.13) | |||
Oueme | 3.76** (1.67–8.46) | 1.29 (0.46–3.66) | |||
Plateau | 0.92 (0.48–1.78) | 0.41 (0.16–1.04) | |||
Zou | 2.59** (1.33–5.04) | 0.94 (0.36–2.43) | |||
Random effect result | |||||
PSU variance (95% CI) | 2.15 (1.63–2.82) | 0.72 (0.47–1.11) | 1.12 (0.80–1.56) | 0.99 (0.70–1.40) | 0.56 (0.34–0.92 |
ICC | 0.3949477 | 0.1803875 | 0.2531715 | 0.231711 | 0.145173 |
LR Test | Chi-square = 416.61, p = 0.0000 | Chi-square = 55.42, p = 0.0000 | Chi-square = 145.95, p = 0.0000 | Chi-square = 134.07, p = 0.0000 | Chi-square = 35.60, p = 0.0000 |
Wald chi-square | 556.67*** | 266.05*** | 214.86*** | 594.80*** | |
Model fitness | |||||
Log-likelihood | − 1565.0389 | − 1241.965 | − 1417.3607 | − 1453.5992 | −1173.6338 |
AIC | 3134.078 | 2497.93 | 2888.721 | 2943.198 | 2443.268 |
N | 4156 | 4156 | 4156 | 4156 | 4156 |
Number of clusters | 547 | 547 | 547 | 547 | 547 |