Outcome/model | Predictor variable | Adjusted estimate | 95% CI | p-value | Model performance |
---|---|---|---|---|---|
Survival analysis (Cox proportional hazards model)1 | KMC implementation | 0.42 (HR) | 0.28–0.63 | <0.001 | – |
Gestational age (per week) | 0.76 (HR) | 0.68–0.85 | <0.001 | – | |
Birth weight (per 100 g) | 0.82 (HR) | 0.75–0.90 | <0.001 | – | |
Initial SAS score | 1.28 (HR) | 1.14–1.44 | <0.001 | – | |
Maternal age | 0.98 (HR) | 0.94–1.02 | 0.324 | – | |
28-Day survival (logistic regression model)² | KMC (vs. standard care) | 2.84 (OR) | 1.96–4.12 | <0.001 | AUC = 0.86 (95% CI 0.82–0.90)³ |
Gestational age ≥ 32 weeks | 2.16 (OR) | 1.58–2.95 | <0.001 | – | |
Birth weight ≥ 1500 g | 1.92 (OR) | 1.44–2.56 | <0.001 | – | |
Initial SAS score < 5 | 1.68 (OR) | 1.26–2.24 | <0.001 | – | |
Exclusive breastfeeding | 1.54 (OR) | 1.18–2.01 | 0.002 | – | |
Nosocomial infection-free survival (logistic regression model) | KMC > 6 h/day | 2.46 (OR) | 1.82–3.32 | <0.001 | AUC = 0.82 (95% CI 0.78–0.86) |
Birth weight (per 100 g) | 1.28 (OR) | 1.16–1.41 | <0.001 | – | |
CPAP duration < 4 days | 1.76 (OR) | 1.32–2.34 | <0.001 | – | |
Early feeding initiation | 1.62 (OR) | 1.24–2.12 | <0.001 | – | |
Early discharge success⁴ (logistic regression model) | KMC adherence > 80% | 2.32 (OR) | 1.74–3.09 | <0.001 | AUC = 0.84 (95% CI 0.80–0.88) |
Weight gain > 15 g/kg/day | 1.94 (OR) | 1.46–2.58 | <0.001 | – | |
Exclusive breastfeeding | 1.86 (OR) | 1.42–2.44 | <0.001 | – | |
No infections | 1.72 (OR) | 1.28–2.31 | <0.001 | – | |
Length of stay (linear regression)5 | KMC implementation | −5.84 (β) | −7.12, − 4.56 | <0.001 | R² = 0.64; Adjusted R² = 0.62 |
Gestational age | −2.16 (β) | −2.84, − 1.48 | <0.001 | – | |
Birth weight | −0.94 (β) | −1.28, − 0.60 | <0.001 | – | |
Nosocomial infection | 4.86 (β) | 3.42, 6.30 | <0.001 | – |