Background
Methods
Study area
Data source and sampling procedure
Study variables
Data analysis
Statistical analysis
Spatial analysis
Results
Sociodemographic, reproductive, and neonatal mortality-related characteristics of study participants
Variables | Weighted | Mortality per 1000 births | ||
---|---|---|---|---|
Frequency | Percent | Early neonatal (95% CI) | Neonatal (95% CI) | |
Maternal age | ||||
15–19 Years | 268 | 1.11 | 36.59 (9.59, 63.59) | 64.94 (23.39, 106.47) |
20–24 Years | 1394 | 5.78 | 14.84 (8.19, 21.48) | 18.12 (9.97, 26.26) |
25–29 Years | 4047 | 16.77 | 10.03 (7.13, 12.93) | 12.17 (9.11, 15.22) |
30–34 Years | 4662 | 19.32 | 5.22 (3.27, 7.16) | 6.32 (4.33, 8.30) |
35–39 Years | 5356 | 22.19 | 3.02 (2.02, 4.01) | 4.48 (3.02, 5.94) |
40–44 Years | 4648 | 19.26 | 4.89 (3.21, 6.58) | 6.19 (4.31, 8.07) |
45–49 Years | 3760 | 15.58 | 3.59 (2.43, 4.76) | 4.65 (3.24, 6.07) |
Maternal education attainment | ||||
No education | 16,326 | 67.64 | 4.52 (3.58, 5.46) | 6.03 (4.98, 7.08) |
Incomplete primary | 5974 | 24.75 | 6.69 (4.86, 8.54) | 7.93 (6.01, 9.86) |
Complete primary | 607 | 2.52 | 7.49 (−0.19, 15.18) | 7.60 (−0.10, 15.30) |
Incomplete secondary | 754 | 3.12 | 6.03 (0.81, 11.25) | 9.67 (0.74, 18.60) |
Complete secondary | 131 | 0.54 | 9.48 (−4.53, 23.49) | 9.48 (−4.53, 23.49) |
Higher | 344 | 1.43 | 5.27 (1.09, 9.45) | 5.30 (1.12, 9.48) |
Wealth index | ||||
Poorest | 5055 | 20.95 | 4.53 (3.37, 5.69) | 5.91 (4.45, 7.37) |
Poorer | 5005 | 20.74 | 5.81 (3.99, 7.63) | 7.24 (5.28, 9.21) |
Middle | 4982 | 20.64 | 5.18 (3.43, 6.92) | 6.99 (5.15, 8.83) |
Richer | 5287 | 21.91 | 5.19 (3.24, 7.14) | 6.57 (4.31, 8.83) |
Richest | 3806 | 15.77 | 4.49 (3.12, 5.88) | 5.67 (3.97, 7.37) |
Number of babies at birth | ||||
Singleton birth | 23,601 | 97.78 | 4.88 (3.97, 5.80) | 6.19 (5.27, 7.12) |
Twin birth | 535 | 2.22 | 12.09 (6.47, 17.70) | 18.49 (10.82, 26.16) |
Sex of the child | ||||
Male | 12,486 | 51.73 | 6.30 (4.97, 7.63) | 7.99 (6.65, 9.33) |
Female | 11,650 | 48.27 | 3.80 (2.98, 4.62) | 5.01 (4.06, 5.96) |
Birth order | ||||
1 | 5801 | 4.30 | 10.19 (8.08, 12.30) | 13.17 (10.81, 15.53) |
2–4 | 5801 | 29.65 | 4.57 (3.39, 5.74) | 5.94 (0.63, 7.18) |
≥ 5 | 6745 | 66.05 | 3.41 (2.50, 4.33) | 4.29 (3.37, 5.23) |
Marital relation | ||||
Never in union | 84 | 0.35 | 17.64 (−2.46, 37.74) | 17.87 (−2.24, 37.98) |
Currently in union | 21,978 | 91.06 | 5.06 (4.11, 5.99) | 6.47 (5.44, 7.49) |
Formerly in union | 2074 | 8.59 | 5.09 (2.32, 7.87) | 7.09 (4.37, 9.83) |
Sex of household head | ||||
Male | 20,252 | 83.91 | 5.17 (4.16, 6.18) | 6.60 (5.51, 7.69) |
Female | 3883 | 16.09 | 4.61 (2.76, 6.46) | 6.19 (4.49, 7.88) |
Region | ||||
Tigray | 1398 | 5.79 | 5.79 (3.42, 8.19) | 7.13 (4.08, 10.18) |
Afar | 257 | 1.07 | 5.15 (3.76, 6.54) | 6.43 (4.76, 8.09) |
Amhara | 4916 | 20.37 | 4.87 (3.28, 6.47) | 7.69 (5.75, 9.63) |
Oromia | 9906 | 41.04 | 5.45 (3.84, 7.06) | 6.71 (4.88, 8.55) |
Somali | 1413 | 5.86 | 5.57 (4.10, 7.03) | 6.25 (4.56, 7.94) |
Benishangul | 279 | 1.15 | 8.49 (5.27, 11.73) | 9.45 (6.02, 12.88) |
SNNPRa | 5255 | 21.77 | 3.98 (1.69, 6.27) | 5.05 (3.35, 6.75) |
Gambela | 100 | 0.41 | 7.14 (3.40, 10.88) | 8.21 (3.92, 12.50) |
Harari | 61 | 0.25 | 5.24 (4.02, 6.45) | 6.80 (5.41, 8.19) |
Dire Dawa | 1177 | 0.48 | 4.51 (3.21, 5.81) | 5.99 (4.33, 7.64) |
Addis Ababa | 434 | 1.80 | 6.29 (3.21, 9.08) | 6.64 (3.87, 9.39) |
Place of residence | ||||
Urban | 5706 | 23.64 | 4.62 (2.20, 7.03) | 6.00 (4.15, 7.85) |
Rural | 18,430 | 76.36 | 5.21 (4.21, 6.21) | 6.68 (5.54, 7.82) |
Community-level poverty | ||||
High | 9951 | 41.23 | 5.24 (4.02, 6.47) | 6.69 (5.17, 8.21) |
Low | 14,185 | 58.77 | 4.96 (3.57, 6.35) | 6.42 (5.12, 7.71) |
Altitude above sea level | ||||
< 500 m | 554 | 2.30 | 3.22 (1.74, 4.69) | 3.86 (2.05, 5.68) |
501–1500 m | 4569 | 18.93 | 8.27 (5.94, 10.59) | 9.19 (6.96, 11.42) |
1501–2300 m | 13,559 | 56.18 | 4.46 (3.50, 5.42) | 5.79 (4.76, 6.82) |
> 2300 m | 5453 | 22.59 | 4.08 (2.52, 5.64) | 6.40 (3.97, 8.84) |
Spatial distribution of neonatal mortality
Location IDsa | Region (Zone [Woreda]) | Coordinate/ radius (Km) | Relative risk | LLR | p-value |
---|---|---|---|---|---|
63, 66, 51, 65, 64, 67, 68, 60, 61, 48, 47, 62, 49, 44, 50, 58, 71, 100, 46, 29, 73, 33, 69, 78, 43, 70, 40, 18, 76, 45, 42, 72, 52, 30, 83, 99, 57, 20, 19, 59, 81, 269, 54, 31, 256, 266, 268, 257, 258, 265, 262, 271, 272, 267, 24, 263, 264, 273 | Amhara (south Gondar, whole Gojjam, whole Wollo, Wag Himra, north Shewa, [Argoba], Oromia) Afar (Zone 1,3,4,5) Oromia (west Shewa, north Shewa) Addis Ababa | (10.992773 N, 39.299564 E) / 228.71 km | 1.67 | 19.88 | < 0.001 |
93 | Oromia (East Wellega [Diga]) | (9.012845 N, 36.354912 E) / 0 km | 2.80 | 15.99 | < 0.001 |
133, 134, 145, 250, 131, 248, 129, 249, 244, 247, 255, 107, 234, 252, 241, 245, 233, 243, 242, 235, 237, 246, 254, 239, 240, 231, 236, 232, 238, 253, 251, 121, 108 | Somali (Nogab, Jarar, Fafan, Shabelle) Oromia (east Harerge, east Bale) | (8.079394 N, 42.325649 E) / 157.96 km | 1.99 | 14.19 | < 0.010 |
Random effect and model comparison
Parameter | Model I | Model II | Model III | Model IV |
---|---|---|---|---|
Early neonatal death | ||||
ICC | 0.081 (0.055, 0.117) | 0.074 (0.049, 0.111) | 0.057 (0.035, 0.093) | 0.053 (0.031, 0.089) |
PCV | Reference | 8.35% | 30.51% | 35.75% |
MOR | 1.87 (1.75, 1.99) | 1.82 (1.70, 1.93) | 1.68 (1.58, 1.79) | 1.65 (1.55, 1.75) |
Model fitness | 6199.10 | 6006.23 | 6162.81 | 5973.94 |
Neonatal death | ||||
ICC | 0.072 (0.049, 0.103) | 0.066 (0.045, 0.098 | 0.057 (0.036, 0.087) | 0.053 (0.033, 0.083) |
PCV | Reference | 8.24% | 22.73% | 28.23% |
MOR | 1.79 (1.69, 1.89) | 1.75 (1.66, 1.85) | 1.68 (1.58, 1.77) | 1.64 (1.55, 1.73) |
Model fitness | 7299.67 | 7023.44 | 7268.02 | 6996.59 |
Factors associated with early neonatal and neonatal mortality
Variables | Model I | Model II AOR (95% CI) | Model III AOR (95% CI) | Model IV AOR (95% CI) |
---|---|---|---|---|
Maternal age | ||||
15–19 Years | 1.61 (0.70, 3.67) | 1.59 (0.69, 3.59) | ||
20–24 Years | 1.21 (0.69, 2.13) | 1.19 (0.68, 2.09) | ||
25–29 Years | 1.20 (0.80, 1.80) | 1.12 (0.80, 1.79) | ||
30–34 Years | 0.94 (0.58, 1.53) | 0.94 (0.58, 1.52) | ||
35–39 Years | 0.64 (0.39, 1.01) | 0.64 (0.39, 1.01) | ||
40–44 Years | 1.19 (0.71, 1.99) | 1.20 (0.72, 2.01) | ||
45–49 Years | 1 | 1 | ||
Maternal education attainment | ||||
No education | 2.43 (0.94, 6.30) | 2.33 (0.91, 5.98) | ||
Incomplete primary | 2.68 (1.05, 6.86) | 2.61 (1.03, 6.59) * | ||
Complete primary | 2.06 (0.52, 8.13) | 2.03 (0.50, 8.20) | ||
Incomplete secondary | 1.32 (0.38, 4.65) | 1.28 (0.37, 4.49) | ||
Complete secondary | 3.49 (0.69, 17.59) | 3.58 (0.70, 18.21) | ||
Higher | 1 | 1 | ||
Wealth index | ||||
Poorest | 1.10 (0.67, 1.81) | 0.95 (0.51, 1.78) | ||
Poorer | 1.41 (0.88, 2.25) | 1.29 (0.74, 2.26) | ||
Middle | 1.29 (0.78, 2.14) | 1.21 (0.68, 2.16) | ||
Richer | 1.47 (0.89, 2.39) | 1.39 (0.70, 2.49) | ||
Richest | 1 | 1 | ||
Number of babies at birth | ||||
Singleton birth | 1 | 1 | ||
Twin birth | 3.79 (2.48, 5.79) ** | 3.78 (2.47, 5.77) ** | ||
Sex of the child | ||||
Male | 1.65 (1.32, 2.07) ** | 1.65 (1.32, 2.06) ** | ||
Female | 1 | 1 | ||
Region | ||||
Tigray | 1.01 (0.51, 1.99) | 0.84 (0.39, 1.77) | ||
Afar | 0.83 (0.37, 1.84) | 0.72 (0.31, 1.69) | ||
Amhara | 0.98 (0.53, 1.80) | 0.79 (0.39, 1.60) | ||
Oromia | 1.16 (0.64, 2.12) | 0.89 (0.45, 1.79) | ||
Somali | 1.26 (0.63, 2.52) | 1.12 (0.50, 2.52) | ||
Benishangul | 1.47 (0.72, 3.01) | 1.16 (0.51, 2.61) | ||
SNNPR*** | 0.84 (0.41, 1.69) | 0.63 (0.29, 1.37) | ||
Gambela | 1.68 (0.73, 3.89) | 1.37 (0.55, 3.42) | ||
Harari | 1.05 (0.57, 1.94) | 0.88 (0.44, 1.75) | ||
Dire Dawa | 0.67 (0.34, 1.31) | 0.61 (0.29, 1.26) | ||
Addis Ababa | 1 | 1 | ||
Place of residence | ||||
Urban | 1 | 1 | ||
Rural | 1.30 (0.93, 1.84) | 1.23 (0.79, 1.89) | ||
Altitude above sea level | ||||
< 500 m | 0.62 (0.33, 1.16) | 0.65 (0.33, 1.26) | ||
501–1500 m | 1.54 (1.05, 2.26) * | 1.49 (0.99, 2.22) | ||
1501–2300 m | 1 | 1 | ||
> 2300 m | 0.79 (0.55, 1.16) | 0.78 (0.54, 1.14) |
Variables | Model I | Model II AOR (95% CI) | Model III AOR (95% CI) | Model IV AOR (95% CI) |
---|---|---|---|---|
Maternal age | ||||
15–19 Years | 2.17 (1.04, 4.54) * | 2.16 (1.04, 4.51) * | ||
20–24 Years | 1.06 (0.59, 1.89) | 1.05 (0.59, 1.86) | ||
25–29 Years | 1.11 (1.76, 1.62) | 1.11 (0.76, 1.62) | ||
30–34 Years | 0.86 (0.57, 1.31) | 0.87 (0.57, 1.31) | ||
35–39 Years | 0.74 (0.45, 1.22) | 0.75 (0.45, 1.23) | ||
40–44 Years | 1.21 (0.76, 1.93) | 1.22 (0.77, 1.94) | ||
45–49 Years | 1 | 1 | ||
Maternal education attainment | ||||
No education | 3.30 (1.29, 8.48) * | 3.12 (1.22, 7.94) * | ||
Incomplete primary | 3.26 (1.28, 8.32) * | 3.12 (1.24, 7.87) * | ||
Complete primary | 1.91 (0.49, 7.44) | 1.18 (0.46, 7.19) | ||
Incomplete secondary | 2.10 (0.57, 7.81) | 2.02 (0.55, 7.43) | ||
Complete secondary | 3.39 (0.70, 16.40) | 3.59 (0.74, 17.34) | ||
Higher | 1 | 1 | ||
Wealth index | ||||
Poorest | 1.16 (0.72, 1.85) | 1.05 (0.57, 1.93) | ||
Poorer | 1.30 (0.84, 1.99) | 1.21 (0.72, 2.03) | ||
Middle | 1.35 (0.86, 2.11) | 1.27 (0.74, 2.18) | ||
Richer | 1.43 (0.89, 2.30) | 1.36 (0.79, 2.34) | ||
Richest | 1 | 1 | ||
Number of babies at birth | ||||
Singleton birth | 1 | 1 | ||
Twin birth | 4.99 (3.31, 7.52) ** | 5.01 (3.32, 7.56) ** | ||
Sex of the child | ||||
Male | 1.59 (1.31, 1.93) ** | 1.59 (1.31, 1.93) ** | ||
Female | 1 | 1 | ||
Birth order | 0.94 (0.99, 0.99) * | 0.94 (0.89, 0.99) * | ||
Region | ||||
Tigray | 1.37 (0.70, 2.66) | 1.13 (0.55, 2.31) | ||
Afar | 1.25 (0.59, 2.67) | 1.03 (0.45, 2.34) | ||
Amhara | 1.69 (0.98, 2.93) | 1.35 (0.71, 2.56) | ||
Oromia | 1.57 (0.89, 2.79) | 1.24 (0.64, 2.39) | ||
Somali | 1.64 (0.87, 3.12) | 1.39 (0.66, 2.93) | ||
Benishangul | 1.95 (1.02, 3.75) * | 1.55 (0.73, 3.28) | ||
SNNPR*** | 1.17 (0.65, 2.13) | 0.89 (0.46, 1.75) | ||
Gambela | 2.23 (1.02, 4.88) * | 1.83 (0.78, 4.28) | ||
Harari | 1.54 (0.88, 2.69) | 1.33 (0.73, 2.44) | ||
Dire Dawa | 1.07 (0.57, 2.01) | 0.96 (0.49, 1.87) | ||
Addis Ababa | 1 | 1 | ||
Place of residence | ||||
Urban | 1 | 1 | ||
Rural | 1.21 (0.91, 1.60) | 1.11 (0.77, 1.61) | ||
Altitude above sea level | ||||
< 500 m | 0.62 (0.34, 1.14) | 0.64 (0.35, 1.19) | ||
501–1500 m | 1.41 (1.01, 1.98) * | 1.36 (0.96, 1.93) | ||
1501–2300 m | 1 | 1 | ||
> 2300 m | 0.94 (0.65, 1.35) | 1.93 (0.65, 1.34) |