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Table 3 Selected correlations of availability of foods and food and beverage groups to mean BMI from 167 Countries

From: Future body mass index modelling based on macronutrient profiles and physical activity

Food Groups and kcals

Mean % of kcals

SD

BMI 2008 r (P)

Cereals

41.7

14.2

−0.46 (<0.0001)

  Wheat

18.3

11.5

0.41 (<0.0001)

  Rice

11.5

14.4

−0.41 (<0.0001)

  Maize

7.56

10.7

−0.25 (<0.0001)

Vegetable oils

9.31

4.27

0.24 (<0.0001)

  Soy

2.47

2.74

0.30 (<0.0001)

  Rape and mustard seed

0.61

1.47

0.13 (0.0156)

  Palm

1.57

2.34

−0.22 (<0.0001)

Sugar and sweets

9.90

4.70

0.60 (<0.0001)

Raw sugar equivalents

9.05

4.44

0.60 (<0.0001)

Meat and offals

7.46

4.48

0.54 (<0.0001)

  Poultry

2.01

1.83

0.60 (<0.0001)

  Cow

1.77

1.53

0.28 (<0.0001)

  Pig

2.46

2.71

0.23 (<0.0001)

  Sheep/Goat

0.64

1.14

0.20 (0.0002)

  Offals

0.31

0.28

0.23 (<0.0001)

Roots and Tubers

7.37

9.24

−0.35 (<0.0001)

  Potatoes

2.23

2.29

0.24 (<0.0001)

  Cassava

2.85

6.78

−0.41 (<0.0001)

Milk, eggs, and Fish

7.58

4.59

0.44 (<0.0001)

  Milk

3.99

3.35

0.26 (<0.0001)

  Cheese

1.18

1.63

0.37 (<0.0001)

  Eggs

0.76

0.61

0.41 (<0.0001)

Fruit

5.54

3.09

0.22 (<0.0001)

Animal fats

2.34

2.45

0.38 (<0.0001)

Pulses

2.30

2.40

−0.34 (<0.0001)

Other food groups

6.32

3.43

0.21 (0.0001)

Alcohol (g/d)

6.93

5.18

0.23 (<0.0001)

Kcals

2,612

717

0.28 (<0.0001)

% Insufficient physical activity excluding imputed estimates (n=224)

34.4

17.0

0.56 (<0.0001)

% Insufficient physical activity all (n=334)

35.7

15.6

0.59 (<0.0001)

Exercise (DCCT 1–4 scale)

1.97

0.48

−0.59 (<0.0001)

GDP 2009 (n=334)

11,261

16,558

0.35 (<0.0001)

Female gender

0.50

0.50

0.16 (0.0032)

BMI 2008

25.19

2.43

1.0