Skip to main content

Table 5 Multilevel linear regression model of body mass index Z-score using the WHO classification system, in the analytical dataset, El Salvador, 2015/2016

From: Overweight and obesity of school-age children in El Salvador according to two international systems: a population-based multilevel and spatial analysis

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

  1. Ref.: category of reference. Numbers in parentheses represent the 95% confidence interval. ICC intra-class correlation coefficient. ap-value < 0.01, bp-value = 0.478