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Table 4 Mean (standard deviation) food contents in the observed diets (i.e. mean observed diet) and in diets optimized with cost-constrained and cost-free models at three levels of acceptability constraintsa (n = 89 GSb)

From: Planning dietary improvements without additional costs for low-income individuals in Brazil: linear programming optimization as a tool for public policy in nutrition and health

Foods / food groups (grams/day)

Observed diet

Rigorous

Moderate

Flexible

Cost constrained

Cost free

Cost constrained

Cost free

Cost constrained

Cost free

FV, legumes, seeds

 Leafy vegetables

3.3 (4.2)

7.5 (6.9)

8.1 (7.6)

7.3 (7.0)

9.6 (8.5)

12.1 (11.8)

13.9 (13.1)

 Other vegetables

112.9 (77.7)

117.8 (73.1)

206.8 (85.1)

116.9 (71.2)

252.2 (103.3)

138.1 (80.7)

213.4 (120.1)

 Tuber

22.3 (15.7)

34.3 (11.7)

34.0 (11.8)

34.0 (11.7)

37.2 (14.4)

38.2 (23.9)

39.8 (22.8)

 Fruits

69.1 (30.0)

105.2 (29.3)

122.3 (33.7)

102.1 (29)

142.1 (35.8)

172.5 (58.8)

171.7 (55.7)

 Beans

183.4 (71.9)

224.5 (40.2)

223.7 (42.8)

224.3 (40.3)

242.1 (43)

291.4 (30.4)

290.7 (34.3)

 Nuts

0.1 (0.3)

0.6 (0.4)

0.6 (0.5)

0.5 (0.4)

0.7 (0.6)

2.5 (1.8)

2.1 (1.7)

Cereals

 Rice

161.2 (55.6)

117 (46.4)

94.3 (31.9)

114.2 (48.1)

84.1 (15.4)

92.6 (28.5)

86.4 (19.7)

 Whole cereals

8.4 (12.7)

13.5 (13)

9.8 (11.3)

13.6 (12.9)

11.4 (14.3)

29.1 (26.6)

30.7 (26.5)

 Pasta

43.4 (22.2)

53.5 (17.3)

48.8 (17.1)

53.5 (16.9)

43.5 (20.9)

60.1 (25.2)

48.4 (28.9)

 Cake, cookies

27.1 (10.4)

28.8 (10.6)

27.7 (10.7)

26.5 (12.1)

25.8 (13.3)

16.8 (10.2)

18.8 (11.9)

 Breads

53.4 (24.4)

44.4 (20.5)

35.7 (20.1)

43.2 (21.3)

27.3 (17.7)

27.2 (16.7)

23.7 (13.0)

Dairy

 Cheese

3.3 (3.2)

3.8 (3.6)

4.2 (3.5)

4.4 (3.4)

3.7 (4.2)

3.2 (4.3)

3.1 (4.3)

 Yogurt

5.8 (6.2)

9.1 (7.0)

11.8 (7.4)

10.9 (7.5)

13.5 (8.2)

18.0 (13.5)

16.2 (12.6)

 Non-fat milk

4.4 (7.5)

9.3 (7.9)

9.1 (7.9)

9.3 (7.9)

11.4 (8.6)

16.5 (12.6)

17.8 (12.6)

 Milk

74.2 (40.9)

99.7 (33.4)

98.5 (32.0)

104.6 (31.2)

113.1 (38.4)

138.9 (52.6)

149.5 (45.9)

Meats, eggs

 Red meat

78.5 (24.4)

75.3 (24.7)

71.2 (17.7)

69.8 (21.5)

68.7 (16.9)

65.3 (14.9)

65.3 (14.3)

 Chicken

39.4 (13.2)

38.6 (10.8)

40.8 (12.8)

44.8 (10.4)

39.6 (13.9)

48.9 (20)

46.7 (18.7)

 Processed meat

5.7 (4.5)

6.1 (4.3)

4.3 (4.6)

5.9 (4.4)

4.0 (4.8)

7.6 (5.9)

5.9 (5.7)

 Eggs

14.5 (6.9)

16.8 (5.8)

16.9 (5.6)

16.9 (5.6)

19.2 (5.0)

22.3 (6.2)

21.7 (6.7)

 Fish, seafoods

45.5 (62.1)

44.8 (58.6)

66.9 (64.0)

44.5 (59.1)

69.8 (63.6)

36.1 (58.8)

61.5 (69.6)

Oils

 Margarine, butter

6.0 (3.0)

3.8 (2.5)

3.8 (2.7)

4.3 (2.7)

2.9 (2.1)

3.3 (1.9)

3 (2.2)

 Olive

0.02 (0.1)

0.1 (0.1)

0.1 (0.1)

0.1 (0.1)

0.2 (0.1)

0.3 (0.1)

0.3 (0.1)

Other

 SSB c

98.7 (56.0)

54.3 (37.1)

87.0 (60.1)

51.8 (34.3)

88.0 (67.1)

41.0 (16.3)

47.1 (32.1)

 Snacks

51.1 (36.0)

68.5 (38.3)

71.7 (35.7)

68.7 (38.8)

77.2 (35.4)

58.2 (44.3)

59.1 (43.4)

 Sweets

41.7 (39.4)

24.5 (33.1)

26.8 (32.6)

25.2 (33.1)

20.4 (28.1)

14.2 (18.5)

15.3 (20.0)

 Manioc flour

16.5 (26.9)

22.0 (27.1)

16.5 (22.7)

21.6 (26.9)

15.0 (20.8)

20.9 (22.4)

15.2 (18.8)

 Mean observed cost (US$)

2.16 (0.37)

2.16 (0.37)

2.70 (0.41)

2.16 (0.37)

2.90 (0.48)

2.16 (0.37)

2.60 (0.69)

  1. a The acceptability constraints reflect the flexibility in the modifications allowed in the optimized models from the usual food patterns. The rigorous constraints allow a smaller deviation from the usual intake than the moderate one, and this, a smaller than the flexible one
  2. b The unit of analysis were the 89 geographic-strata; which comprise 16,962 individuals
  3. c Sugar-sweetened beverage