Table 7.
Parameter estimates and empirical standard errors of GEE and ALR models for stillbirth.
| Marginal | Exchangeable | Independent | ALR | ||||
|---|---|---|---|---|---|---|---|
| Effect | Par | Est (SE) | p-value | Est (SE) | p-value | Est (SE) | p-value |
| Intercept | β0 | −0.88 (0.14) | <0.0001 | −1.10 (0.10) | <0.0001 | −1.00 (0.23) | <0.0001 |
| Place of birth (ref = Health facility) | |||||||
| On transit | β1 | 0.97 (0.27) | 0.0003 | 1.26 (0.31) | <0.0001 | 0.86 (0.24) | 0.0004 |
| Home | β2 | 0.34 (0.15) | 0.0215 | 0.47 (0.15) | 0.0021 | 0.32 (0.14) | 0.0185 |
| Infection (ref = no) | |||||||
| Yes | β3 | 0.91 (0.08) | <0.0001 | 1.23 (0.09) | <0.0001 | 0.77 (0.10) | <0.0001 |
| Congenital malformations, deformations and chromosomal abnormalities (ref = no) | |||||||
| Yes | β4 | 1.10 (0.15) | <0.0001 | 1.30 (0.16) | <0.0001 | 1.07 (0.15) | <0.0001 |
| Maternal health condition (ref = No maternal conditions) | |||||||
| Other complications of labor and delivery | β5 | 0.19 (0.18) | 0.3083 | 0.38 (0.19) | 0.0469 | 0.17 (0.17) | 0.3352 |
| Maternal medical and surgical condition | β6 | 0.02 (0.15) | 0.9025 | 0.07 (0.16) | 0.6675 | 0.06 (0.14) | 0.6909 |
| Maternal complications of pregnancy | β7 | 0.88 (0.13) | <0.0001 | 1.22 (0.14) | <0.0001 | 0.78 (0.13) | <0.0001 |
| Complications of placenta, cord, and membranes | β8 | 0.30 (0.12) | 0.0151 | 0.62 (0.13) | <0.0001 | 0.26 (0.12) | 0.0301 |
| Maternal level of education (ref = no education) | |||||||
| Secondary and above | β9 | −0.23 (0.11) | 0.0304 | −0.57 (0.11) | <0.0001 | −0.25 (0.10) | 0.0139 |
| Primary | β10 | −0.48 (0.10) | <0.0001 | −0.64 (0.11) | <0.0001 | −0.43 (0.10) | <0.0001 |
| Score of delay one | β11 | 0.34 (0.08) | <0.0001 | 0.46 (0.07) | <0.0001 | 0.37 (0.08) | <0.0001 |
| Type of region (ref = agrarian) | |||||||
| Pastoralist | β12 | −0.72 (0.38) | 0.061 | −0.63 (0.22) | 0.0033 | −0.38 (0.57) | 0.5084 |
| City | β13 | −1.03 (0.36) | 0.0039 | −1.14 (0.22) | <0.0001 | −0.42 (0.46) | 0.3542 |
| Level of care (ref = Primary) | |||||||
| Secondary LHC | β14 | −0.48 (0.25) | 0.057 | −0.03 (0.10) | 0.7857 | −0.91 (0.27) | 0.0007 |
| Tertiary LHC | β15 | −1.54 (0.38) | <0.0001 | −1.44 (0.21) | <0.0001 | −1.82 (0.40) | <0.0001 |
| Score of delay three | β16 | 0.81 (0.08) | <0.0001 | 0.59 (0.07) | <0.0001 | 0.80 (0.09) | <0.0001 |
| Alpha1 (Within subcluster) | 1.42 (0.20) | <0.0001 | |||||
| Alpha2 (between subcluster) | 0.74 (0.36) | 0.0409 | |||||
| QIC | 4307.8523 | 4285.8152 | 4209.9376 | ||||