| Characteristic | N (%) N = 975 | Midwife (n = 732, 75.1%) | IESO (n = 243, 24.9%) | value |
| Sociodemographic & obstetric history characteristics | Age in years, median (IQR) | 24 [20, 28] | 24 [20, 28] | 25 [21, 28] | 0.12a | Missing | 1 (%) | 1 | 0 |
| Education | 0.54c | Unable to read & write | 229 (23.5%) | 165 (22.5%) | 64 (26.3%) | Read & write only | 52 (5.3%) | 44 (6.0%) | 8 (3.3%) | Primary school | 386 (39.6%) | 290 (39.6%) | 96 (39.5%) | Secondary school | 138 (14.2%) | 105 (14.4%) | 33 (13.6%) | Higher education | 169 (17.3%) | 127 (17.4%) | 42 (17.3%) | Missing | 1 (0.1%) | 1 (0.1%) | 0 (0.0%) |
| Religion | 0.58b | Muslim | 111 (11.4%) | 77 (10.4%) | 34 (14.0%) | Orthodox christian | 331 (34.0%) | 252 (34.4%) | 79 (32.5%) | Catholic christian | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | Protestant | 530 (54.3%) | 400 (54.6%) | 130 (53.5%) | Jehovah’s witness | 2 (0.2%) | 2 (0.3%) | 0 (0.0%) | Missing | 1 (0.1%) | 1 (0.1%) | 0 (0.0%) |
| Relationship status | 0.67b | Single | 27 (2.8%) | 22 (3.0%) | 5 (2.1%) | Not single | 940 (96.4%) | 703 (96.0%) | 237 (97.5%) | Missing | 8 (0.8%) | 7 (1.0%) | 1 (0.4%) |
| Woreda | <0.001c | Urban | 527 (54.0%) | 368 (50.3%) | 159 (65.4%) | Rural | 448 (46.0%) | 364 (49.7%) | 84 (34.6%) |
| Parity | 0.03c | 0 | 423 (43.4%) | 312 (42.6%) | 111 (45.7%) | 1 | 253 (26.0%) | 191 (26.1%) | 62 (25.5%) | 2 | 140 (14.3%) | 118 (16.1%) | 22 (9.0%) | 3+ | 158 (16.2%) | 110 (15.1%) | 48 (19.8%) | Missing | 1 (0.1%) | 1 (0.1%) | 0 (0.0%) |
| Months since last delivery (parity 1+ n = 552) | 0.37c 0.99a | <24 months | 44 (4.5%) | 36 (4.9%) | 8 (3.3%) | 24+ months | 508 (52.1%) | 385 (52.6%) | 123 (50.6%) | Missing | 423 (43.4%) | 311 (42.5%) | 112 (46.1%) | Median (IQR) | 60 [36, 84] | 60 [36, 84] | 48 [36, 84] |
| History of cesarean birth | <0.001b | 0 | 930 (95.4%) | 716 (97.8%) | 214 (88.1%) | 1 | 38 (3.9%) | 13 (1.8%) | 25 (10.3%) | 2+ | 5 (0.5%) | 1 (0.1%) | 4 (1.6%) | Missing | 2 (0.2%) | 2 (0.3%) | 0 (0.0%) |
| HIV+ | 0.04b | Yes | 20 (2.1%) | 19 (2.6%) | 1 (0.4%) | No | 947 (97.1%) | 707 (96.6%) | 240 (98.8%) | Missing | 8 (0.8%) | 6 (0.8%) | 2 (0.8%) |
| Number of prenatal visits | 0.54a 0.08c | 0 | 20 (2.1%) | 11 (1.5%) | 9 (3.7%) | <8 | 895 (91.8%) | 677 (92.5%) | 218 (89.7%) | 8+ | 55 (5.6%) | 39 (5.3%) | 16 (6.6%) | Missing | 5 (0.5%) | 5 (0.7%) | 0 (0.0%) | Median (IQR) | 4 [3, 5] | 4 [3, 5] | 4 [3, 5] |
| Antepartum, labor and delivery characteristics | Onset of labor | <0.001b | Spontaneous | 831 (85.2%) | 638 (87.2%) | 193 (79.4%) | Augmented/Induced | 121 (12.4%) | 90 (12.3%) | 31 (12.8%) | Not applicable | 22 (2.3%) | 3 (0.4%) | 19 (7.8%) | Missing | 1 (0.1%) | 1 (0.1%) | 0 (0.0%) |
| Transferred during labor | <0.001b | No | 496 (50.9%) | 408 (55.8%) | 88 (36.2%) | Yes | 478 (49.0%) | 323 (44.1%) | 155 (63.8%) | Missing | 1 (0.1%) | 1 (0.1%) | 0 (0.0%) |
| Cervical exam on admission | 0.56c 0.46a | <4 cm (latent labor) | 486 (49.8%) | 365 (49.9%) | 121 (49.8%) | 4+ cm (active labor) | 460 (47.2%) | 353 (48.2%) | 107 (44.0%) | Missing or “not done” or “not applicable” | 29 (3.0%) | 14 (1.9%) | 15 (6.2%) | Median (IQR) | 3 [2, 7] | 3 [2, 7] | 3 [2, 7] |
| Duration of labor | <0.001c | Not applicable | 28 (2.9%) | 6 (0.8%) | 22 (9.1%) | <12 hours | 502 (51.5%) | 413 (56.4%) | 89 (36.6%) | 12–24hours | 394 (40.4%) | 290 (39.6%) | 104 (42.8%) | 24+ hours | 51 (5.2%) | 23 (3.2%) | 28 (11.5%) | Missing | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| Antepartum hemorrhage | 0.003b | No | 953 (97.7%) | 721 (98.5%) | 232 (95.5%) | Yes | 21 (2.2%) | 10 (1.4%) | 11 (4.5%) | Missing | 1 (0.1%) | 1 (0.1%) | 0 (0.0%) |
| Chorioamnionitis | 0.64b | No | 969 (99.4%) | 728 (99.5%) | 241 (99.2%) | Yes | 6 (0.6%) | 4 (0.5%) | 2 (0.8%) | Missing | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| Antepartum preeclampsia/eclampsia/chronic hypertension | 0.53b | No | 929 (95.3%) | 699 (95.5%) | 230 (94.7%) | Yes | 45 (4.6%) | 32 (4.4%) | 13 (5.3%) | Missing | 1 (0.1%) | 1 (0.1%) | 0 (0.0%) |
| Chorioamnionitis | 0.64b | No | 969 (99.4%) | 728 (99.5%) | 241 (99.2%) | Yes | 6 (0.6%) | 4 (0.5%) | 2 (0.8%) | Missing | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| Antepartum preeclampsia/eclampsia/chronic hypertension | 0.53b | No | 929 (95.3%) | 699 (95.5%) | 230 (94.7%) | Yes | 45 (4.6%) | 32 (4.4%) | 13 (5.3%) | Missing | 1 (0.1%) | 1 (0.1%) | 0 (0.0%) |
| Mode of delivery | <0.001b | Unassisted vaginal | 708 (72.6%) | 702 (95.9%) | 6 (2.5%) | Forceps-assisted | 12 (1.2%) | 6 (0.8%) | 6 (2.5%) | Vacuum-assisted | 29 (3.0%) | 21 (2.9%) | 8 (3.3%) | Cesarean | 223 (22.9%) | 1 (0.1%) | 222 (91.3%) | Missing | 3 (0.3%) | 2 (0.3%) | 1 (0.4%) |
| Gestational age at delivery | 0.19c 0.03a | Preterm | 102 (10.5%) | 82 (11.2%) | 20 (8.2%) | Term | 870 (89.2%) | 648 (88.5%) | 222 (91.4%) | Missing | 3 (0.3%) | 2 (0.3%) | 1 (0.4%) | Median (IQR) | 39 [38, 40] | 38 [38, 40] | 39 [38, 40] |
| Birthweight (grams) | 0.50c <0.001a | <2500 | 68 (7.0%) | 54 (7.4%) | 14 (5.8%) | ≥2500 | 858 (88.0%) | 650 (88.8%) | 208 (85.6%) | Missing | 49 (5.0%) | 28 (3.8%) | 21 (8.6%) | Median (IQR) | 3100 [2900, 3500] | 3000 [2900, 3400] | 3200 [3000, 3600] |
| Multiple gestation | 0.008b | Yes | 928 (95.2%) | 705 (96.3%) | 223 (91.8%) | No | 47 (4.8%) | 27 (3.7%) | 47 (8.2%) | Missing | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| Postpartum maternal complicationsd | Postpartum blood transfusion | <0.001b | No | 960 (98.5%) | 729 (99.6%) | 231 (95.1%) | Yes | 13 (1.3%) | 3 (0.4%) | 10 (4.1%) | Missing | 2 (0.2%) | 0 (0.0%) | 2 (0.8%) |
| Postpartum antibiotics | <0.001c | No | 884 (90.7%) | 716 (97.8%) | 168 (69.2%) | Yes | 86 (8.8%) | 14 (1.9%) | 72 (29.6%) | Missing | 5 (0.5%) | 2 (0.3%) | 3 (1.2%) |
| Maternal length of hospitalization median (IQR) | 1 [1, 2] | 1 [1, 1] | 3 [3, 4] | <0.001a | Missing | 4 (0.0%) | 3 (0.0%) | 1 (0.0%) |
| Postpartum neonatal complicationse | Five-minute apgar score median (IQR) | 9 [8, 9] | 9 [8, 9] | 8 [7, 9] | <0.001a | Missing | 47 (4.5%) | 27 (3.0%) | 20 (1.8%) |
| Stillbirth | 0.001b | Yes, fresh | 29 (3.0%) | 11 (1.5%) | 18 (7.4%) | Yes, macerated | 12 (1.2%) | 11 (1.5%) | 1 (0.4%) | No | 886 (91.0%) | 682 (93.3%) | 204 (84.0%) | Missing | 48 (4.8%) | 28 (3.7%) | 20 (8.2%) |
| Neonate status on day of discharge | <0.001c | Dead | 55 (5.6%) | 29 (4.0%) | 26 (10.7%) | Alive | 915 (93.9%) | 699 (95.5%) | 216 (88.9%) | Missing | 5 (0.5%) | 4 (0.5%) | 1 (0.4%) |
| Neonatal length of hospitalization, median (IQR) | 1 [1, 3] | 1 [1, 1] | 3 [3, 4] | <0.001a | Missing | 20 (2.0%) | 13 (1.7%) | 7 (3.0%) |
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aKruskall–Wallis test. bFisher’s Exact test. cChi-squared test. dNo difference in postpartum hemorrhage, uterotonic use. eNo difference in bag-and-mask, intranasal oxygen, continuous positive airway pressure, intravenous fluid administration, neonatal antibiotic administration, and neonatal blood transfusion.
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