Table 3. Stepwise multiple logistic models for prediction of obesity phenotypes: ORs and p values associated with predictors, AUROC and P of Hosmer-Lemeshow test in the final models (bold characters) and AUROCs and P of Hosmer-Lemeshow of each step (italic characters).
OR in the finalcumulative model | P | AUROC when termis added | P of H-L test whenterm is added | |
Childhood Obesity | ||||
Paternal BMI | 1.19 (1.13–1.27) | <0.001 | 0.68 (0.64–0.73) | 0.39 |
Maternal BMI | 1.13 (1.08–1.17) | <0.001 | 0.74 (0.70–0.78) | 0.06 |
N of household members | 0.73 (0.63–0.84) | <0.001 | 0.77 (0.73–0.80) | 0.007 |
Birth weight (kg) | 2.12 (1.48–3.04) | <0.001 | 0.77 (0.73–0.80) | 0.47 |
Maternal occupation | 0.50 (0.31–0.79) | 0.003 | 0.77 (0.73–0.81) | 0.57 |
Gestational smoking | 1.84 (1.20–2.81) | 0.005 | 0.78 (0.74–0.82) | 0.52 |
Adolescent Obesity | ||||
Maternal BMI | 1.18 (1.13–1.23) | <0.001 | 0.67 (0.63–0.71) | 0.13 |
Paternal BMI | 1.16 (1.10–1.22) | <0.001 | 0.70 (0.66–0.74) | 0.29 |
N of household members | 0.83 (0.74–0.92) | 0.001 | 0.73 (0.69–0.76) | 0.29 |
Maternal occupation | 0.47 (0.32–0.69) | <0.001 | 0.74 (0.71–0.78) | 0.81 |
Gestational weight gain (%) | 1.03 (1.01–1.05) | 0.001 | 0.75 (0.71–0.79) | 0.69 |
Persistent Childhood Obesity | ||||
Paternal BMI | 1.23 (1.13–1.34) | <0.001 | 0.69 (0.61–0.76) | 0.93 |
Maternal BMI | 1.14 (1.07–1.21) | <0.001 | 0.81 (0.76–0.87) | 0.32 |
Birth weight | 2.30 (1.29–4.08) | 0.005 | 0.82 (0.76–0.88) | 0.06 |
Maternal occupation | 0.31 (0.16–0.57) | <0.001 | 0.84 (0.79–0.89) | 0.55 |
Single parenthood | 4.27 (1.39–13.12) | 0.011 | 0.85 (0.80–0.90) | 0.33 |