Characteristic | Intercept only model | Student fixed predictors | School predictors | Municipal predictors Full model |
---|---|---|---|---|
Coefficient (95% CI) | Coefficient (95% CI) | Coefficient (95% CI) | Coefficient (95% CI) | |
Intercept | 0.39 (0.37, 0.42)a | 1.54 (1.44, 1.65)a | 1.36 (1.26, 1.46)a | 1.36 (1.15, 1.56)a |
Student level | ||||
Sex (ref.: girls) | 0.15 (0.13, 0.16)a | 0.14 (0.13, 0.16)a | 0.14 (0.13,0.16) | |
Age | −0.16 (−0.17, −0.15)a | −0.15 (−0.16, − 0.13)a | − 0.15 (− 0.16, − 0.13)a | |
School level | ||||
Location (ref.: rural) | 0.23 (0.20, 0.26)a | 0.22 (0.20, 0.25)a | ||
Type (ref.: public) | 0.33 (0.29, 0.37)a | 0.32 (0.29, 0.36)a | ||
Municipal level | ||||
Human development index (ref.: 0.68 or more) | 0.12 (0.08, 0.17)a | |||
Logarithm of population size | −0.007 (−0.026, 0.012)b | |||
Random effects | ||||
Student level variance | 1.646 | 1.635 | 1.636 | 1.63 |
School/municipal level variance | 0.0959 | 0.0904 | 0.0640 | 0.063 |
Municipal level variance | 0.0285 | 0.0271 | 0.0130 | 0.009 |
Student ICC | 92.9% | 93.3% | 95.5% | 95.4% |
School ICC | 7.03% | 6.7% | 4.5% | 4.5% |
Municipal ICC | 1.6% | 1.5% | 0.7% | 0.5% |
Deviance | 3909.49 (Reference) | 886.54 | 1642.89 | 1680.45 |
P-value | < 0.001 | < 0.001 | < 0.001 | < 0.001 |