Table 2.
Results from the Multilevel Discrete-Time Hazard Models of Infant Mortality
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Variable | Coeff. | SE | Odds Ratio |
Coeff. | SE | Odds Ratio |
Coeff. | SE | Odds Ratio |
Coeff. | SE | Odds Ratio |
Coeff. | SE | Odds Ratio |
|||||
Region-level | ||||||||||||||||||||
Polygyny (%) | 0.005 | 0.002 | 1.005 | * | 0.003 | 0.002 | 1.003 | 0.004 | 0.002 | 1.004 | † | 0.003 | 0.002 | 1.003 | 0.001 | 0.002 | 1.001 | |||
Socioeconomic factors | ||||||||||||||||||||
Rurality (%) | 0.000 | 0.001 | 1.000 | 0.000 | 0.001 | 1.000 | 0.000 | 0.001 | 1.000 | |||||||||||
Access to electricity (%) | −0.003 | 0.001 | 0.997 | † | −0.003 | 0.001 | 0.997 | † | −0.003 | 0.001 | 0.997 | † | ||||||||
Gender-based inequality | ||||||||||||||||||||
Female-to-male education ratio | −0.248 | 0.138 | 0.780 | † | −0.127 | 0.138 | 0.881 | −0.002 | 0.145 | 0.998 | ||||||||||
Cross-level interactions | ||||||||||||||||||||
Prevalence of polygyny (%) * monogamousa | ||||||||||||||||||||
Prevalence of polygyny (%) * polygynous | 0.007 | 0.002 | 1.007 | *** | ||||||||||||||||
Prevalence of polygyny (%) * cohabiting | 0.002 | 0.002 | 1.002 | |||||||||||||||||
Prevalence of polygyny (%) * lone mother | −0.001 | 0.002 | 0.999 | |||||||||||||||||
Family-level | ||||||||||||||||||||
Family structure | ||||||||||||||||||||
Monogamousa | ||||||||||||||||||||
Polygynous | 0.353 | 0.021 | 1.423 | *** | 0.354 | 0.021 | 1.424 | *** | 0.353 | 0.021 | 1.424 | *** | 0.354 | 0.021 | 1.424 | *** | 0.123 | 0.055 | 1.131 | * |
Cohabiting | 0.180 | 0.031 | 1.198 | *** | 0.182 | 0.031 | 1.199 | *** | 0.181 | 0.031 | 1.198 | *** | 0.182 | 0.031 | 1.199 | *** | 0.127 | 0.061 | 1.135 | * |
Lone mother | 0.465 | 0.028 | 1.592 | *** | 0.466 | 0.028 | 1.593 | *** | 0.466 | 0.028 | 1.593 | *** | 0.466 | 0.028 | 1.593 | *** | 0.479 | 0.056 | 1.614 | *** |
Household size | −0.098 | 0.003 | 0.906 | *** | −0.098 | 0.003 | 0.906 | *** | −0.098 | 0.003 | 0.906 | *** | −0.098 | 0.003 | 0.906 | *** | −0.101 | 0.003 | 0.904 | *** |
Household wealth factor score | −0.023 | 0.013 | 0.977 | † | −0.017 | 0.013 | 0.983 | −0.022 | 0.013 | 0.978 | † | −0.017 | 0.013 | 0.983 | −0.017 | 0.013 | 0.983 | |||
Mother is Muslim | −0.039 | 0.026 | 0.961 | −0.039 | 0.026 | 0.962 | −0.040 | 0.026 | 0.960 | −0.039 | 0.026 | 0.962 | −0.039 | 0.026 | 0.962 | |||||
Mothers' education | −0.021 | 0.003 | 0.980 | *** | −0.021 | 0.003 | 0.980 | *** | −0.020 | 0.003 | 0.980 | *** | −0.021 | 0.003 | 0.980 | *** | −0.021 | 0.003 | 0.979 | *** |
Mothers' age at child's birth | ||||||||||||||||||||
<20 years old | 0.080 | 0.025 | 1.084 | ** | 0.080 | 0.025 | 1.084 | ** | 0.080 | 0.025 | 1.084 | ** | 0.080 | 0.025 | 1.084 | ** | 0.082 | 0.025 | 1.086 | ** |
20–34a (ref) | ||||||||||||||||||||
35+ | 0.277 | 0.029 | 1.320 | *** | 0.277 | 0.029 | 1.320 | *** | 0.277 | 0.029 | 1.320 | *** | 0.277 | 0.029 | 1.320 | *** | 0.278 | 0.029 | 1.320 | *** |
Sibship size | 0.657 | 0.012 | 1.929 | *** | 0.657 | 0.012 | 1.929 | *** | 0.657 | 0.012 | 1.929 | *** | 0.657 | 0.012 | 1.929 | *** | 0.658 | 0.012 | 1.931 | *** |
Individual-level | ||||||||||||||||||||
Preceding birth interval | ||||||||||||||||||||
First borna | ||||||||||||||||||||
<36 months | −0.199 | 0.027 | 0.820 | *** | −0.199 | 0.027 | 0.820 | *** | −0.199 | 0.027 | 0.820 | *** | −0.199 | 0.027 | 0.820 | *** | −0.197 | 0.027 | 0.821 | *** |
36+ months | −0.636 | 0.029 | 0.529 | *** | −0.636 | 0.029 | 0.529 | *** | −0.636 | 0.029 | 0.529 | *** | −0.636 | 0.029 | 0.529 | *** | −0.635 | 0.029 | 0.530 | *** |
Female | −0.168 | 0.016 | 0.845 | *** | −0.168 | 0.016 | 0.845 | *** | −0.168 | 0.016 | 0.845 | *** | −0.168 | 0.016 | 0.845 | *** | −0.168 | 0.016 | 0.845 | *** |
Birth order | −0.595 | 0.012 | 0.552 | *** | −0.595 | 0.012 | 0.552 | *** | −0.595 | 0.012 | 0.551 | *** | −0.595 | 0.012 | 0.552 | *** | −0.595 | 0.012 | 0.551 | *** |
Child is twin | 1.171 | 0.028 | 3.227 | *** | 1.172 | 0.028 | 3.228 | *** | 1.172 | 0.028 | 3.227 | *** | 1.172 | 0.028 | 3.228 | *** | 1.173 | 0.028 | 3.230 | *** |
Month dummies (0–11) (not shown) | ||||||||||||||||||||
Country dummies (not shown) | ||||||||||||||||||||
Constant | ||||||||||||||||||||
Random effectse | ||||||||||||||||||||
Level 2 | ||||||||||||||||||||
Between-family variance | 0.233 | 0.233 | 0.233 | 0.233 | 0.233 | |||||||||||||||
Level 3 | ||||||||||||||||||||
Between-region variance | 0.151 | 0.149 | 0.151 | 0.149 | 0.148 | |||||||||||||||
Model fit | ||||||||||||||||||||
LR test | 135.33*** | 128.35*** | 135.28*** | 128.33*** | 126.59*** |
Source: Demographic and Health Survey,
p<0.1;
p<0.05;
p<0.01;
p<0.001
Reference Group
Variances are estimated parameters
N= 236,336 obs=2,212,761