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Dietary availability patterns of the brazilian macro-regions

Sileia Nascimento1*, Flávia S Barbosa2, Rosely Sichieri2 and Rosangela A Pereira1

Author affiliations

1 Department of Social and Applied Nutrition, Institute of Nutrition Josué de Castro, Federal University of Rio de Janeiro, (Av. Carlos Chagas, 373, Edifício do Centro de Ciências da Saúde (CCS) - Bloco J - 2° andar - sala 10 - Cidade Universitária - Ilha do Fundão), Rio de Janeiro, (21941-902), Brazil

2 Department of Epidemiology, Institute of Social Medicine, State Universityof Rio de Janeiro, (Rua S. Francisco Xavier, 524, 7o andar, Bloco E), Rio de Janeiro, (20550-012), Brazil

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Citation and License

Nutrition Journal 2011, 10:79  doi:10.1186/1475-2891-10-79

Published: 28 July 2011



Epidemiological studies have raised concerns about the role of dietary patterns on the risk of chronic diseases and also in the formulation of better informed nutrition policies.


The development of a dietary availability patterns according to geographic regions in Brazil.


The 2002-2003 Brazilian Household Budget Survey was conducted in 48,470 households. Dietary availability patterns were identified by Principal Component Analysis using as a unit of analysis the survey's Primary Sampling Units (PSUs) and purchased amounts for 21 food groups. Each of the extracted dietary availability patterns was regressed on socioeconomics categories.


There were no differences in dietary availability patterns between urban and rural areas. In all regions, a rice and beans pattern was identified. This pattern explained 15% to 28% of the variance dependent on the region of the country. In South, Southeast and Midwest regions, a mixed pattern including at least 10 food groups explaining 8% to 16% of the variance. In the North region (Amazon forest included) the first pattern was based on fish and nuts and then it was designed as regional pattern. In multiple linear regression the rice and beans pattern was associated with the presence of adolescents in the households, except for North region, whereas the presence of adolescents was associated with the Regional pattern. A mixed patterns were associated with a higher income and education (p < 0.05), except in the South region.


The rice and beans and regional dietary availability patterns, both considered healthy eating patterns are still important in the country. Brazil has taken many actions to improve nutrition as part of their public health policies, the data of the Household Budget Survey could help to recognize the different food choices in the large regions of the country.

dietary availability patterns; factor analysis; food availability