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Table 3 Univariate and multivariate regression analysis for predicting total fat mass (TFM) and percent body fat (%FAT) on BMI z-score in an overweight and obese pediatric population (4–18 years), stratified by sex and age groups

From: BMI is a poor predictor of adiposity in young overweight and obese children

  

Outcome:

Total Fat Mass, TFM (kg)

Outcome:

Percent Body Fat, %FAT (%)

Age (years)

Gender

β (Slope)

95% CI for β

P-value

R2

β (Slope)

95% CI for β

P-value

R2

4-9a

Male

1.9

−0.8–4.6

0.161

0.03c

3.7

1.9–5.4

<0.001

0.22d

Female

6.9

3.6–10.3

<0.001

0.26d

7.0

5.2–8.8

<0.001

0.38d

9–11a

Male

18.1

15.3–20.9

<0.001

0.63e

7.0

5.2–8.8

<0.001

0.38d

Female

17.1

14.2–20.0

<0.001

0.57e

6.7

4.4–9.1

<0.001

0.42d

12–14a

Male

27.0

23.2–30.9

<0.001

0.69e

7.3

4.4–10.2

<0.001

0.22d

Female

25.7

22.2–29.2

<0.001

0.67e

6.1

4.4–8.0

<0.001

0.29d

15–18a

Male

26.4

22.5–30.3

<0.001

0.73e

7.2

4.2–10.1

<0.001

0.26d

Female

30.4

26.2–34.6

<0.001

0.73e

6.0

4.0–7.9

<0.001

0.26d

Overallb

Male

15.1

13.3–17.0

<0.001

0.66e

4.4

3.3–5.5

<0.001

0.29d

Female

21.9

20.3–23.6

<0.001

0.82e

6.8

5.8–7.8

<0.001

0.37d

  1. aUnivariate regression analysis of TBF and %FAT on BMIz
  2. bMultivariate regression analysis of TBF and %FAT on BMIz and age
  3. cBMIz was non-predictive of this outcome variable
  4. dBMIz was a moderate predictor of this outcome variable
  5. eBMIz was a strong predictor of this outcome variable