RESEARCH
Research and Professional Briefs
Dietary Quality and Associated Factors among
Adults Living in the State of São Paulo, Brazil
REGINA MARA FISBERG, PhD; JULIANA MASAMI MORIMOTO, MSc; BETZABETH SLATER, PhD;
MARILISA BERTI DE AZEVEDO BARROS, PhD; LUANA CARANDINA, PhD; MOISÉS GOLDBAUM, PhD;
MARIA DO ROSÁRIO DIAS DE OLIVEIRA LATORRE, PhD; CHESTER LUIZ GALVÃO CÉSAR, PhD
ABSTRACT
This study sought to analyze dietary quality and associ-
ated factors among adults living in regions of the State of
São Paulo, Brazil. It was a cross-sectional population-
based study of a sample of 3,454 adults ages 20 years and
over who were included in the Household Health Survey.
Dietary intake was measured by means of the 24-hour
recall method, and dietary quality was assessed by means
of the Healthy Eating Index (HEI), adapted to local real-
ities. Probabilistic samples were obtained via multistage
cluster samples from four regions in the State of São
Paulo. Linear regression analyses were performed to
evaluate the relationships between the HEI and the de-
mographic, socioeconomic, and lifestyle variables. Among
the individuals assessed, 5% had a good diet, 74% a diet
that needed some degree of improvement, and 21% a poor
diet. The means for HEI components were lowest for
vegetables, fruits, and dairy products. The highest HEI
scores were obtained by individuals who were nonsmok-
ers, practiced physical activity, were retired, lived in
houses or apartments, and had adequate living condi-
tions surrounding them. In the multiple regression anal-
ysis, the variables of numbers of consumer durable goods,
schooling of the head of the family, energy intake, and age
had a positive association with the HEI. However, the
association was inverse for the variables of smoking and
body mass index. Higher dietary quality is associated
with higher income, higher schooling level, better nutri-
tional status, and being a nonsmoker. Knowledge of these
factors is important for implementing programs for pre-
ventive nutrition or intervention.
J Am Diet Assoc. 2006;106:2067-2072.
D
iet is an important factor in disease prevention and
health promotion. The two main causes of death in
Brazil, cardiovascular disease (31.5%) and cancer
(15.3%) (1), are associated with dietary intake. The ef-
fects of increasing globalization and urbanization over
the last few decades have influenced dietary patterns and
lifestyles among different population groups throughout
the world. Patterns that are far from what is recom-
mended are frequently observed. The so-called Western
diet prevails, characterized by high levels of fat, satu-
rated fat, and sodium, with low levels of calcium and
fiber. These types of food have been strongly associated
with increasing rates of obesity and increases in the in-
cidence of noncommunicable diseases (2,3).
The data from the most recent survey of family budgets
by the Brazilian Institute for Geography and Statistics
(4) showed that there has been a declining trend in the
consumption of complex carbohydrates (1974-1975,
61.66%; 2002-2003, 55.90%) and increasing consumption
of saturated fatty acids (1974-1975, 7.44%; 2002-2003,
8.05%) and total fat (1974-1975, 26.77%; 2002-2003,
30.52%). The same survey showed that 44% of the popu-
lation over 18 years old was overweight and that 8.9% of
men and 13.1% of women in the whole of Brazil and
10.3% of men and 13.9% of women in the State of São
Paulo were obese.
Knowledge of eating patterns enables the formulation
of public policies directed toward health promotion, main-
tenance, or recovery. Thus, the development of tools that
allow the assessment of dietary quality has gained de-
served prominence in research conducted by health and
nutrition professionals. Studies using indices that mea-
sure dietary quality and summarize the main character-
istics of healthful eating habits enable evaluation of pos-
sible associations between diet and demographic,
socioeconomic, and lifestyle factors. They may thus be
able to identify vulnerable segments of the population.
Reports in the literature have shown that individuals
R. M. Fisberg is associate professor, Department of Nu-
trition, Faculty of Public Health, University of São
Paulo, Brazil. J. M. Morimoto is assistant lecturer,
School of Biological and Health Sciences, Methodist
University, Sao Bernardo do Campo, Brazil. B. Slater is
lecturer, Department of Nutrition, Faculty of Public
Health, University of São Paulo, Brazil. M. Berti de
Azevedo Barros is lecturer, Department of Preventive
Medicine, University of Campinas, Brazil. L. Carandina
and M. Goldbaum are lecturers, Department of Preven-
tive Medicine, University of the State of São Paulo,
Botucatu, Brazil. M. do Rosário Dias de Oliveira La-
torre and C. Luiz Galvão César are full professors, De-
partment of Epidemiology, Faculty of Public Health,
University of São Paulo, Brazil.
Address correspondence to: Regina Mara Fisberg,
PhD, University of São Paulo, Faculty of Public Health,
Department of Nutrition, Av. Dr. Arnaldo, 715. São
Paulo, Brazil, 01246-904. E-mail: rfisberg@usp.br
Copyright © 2006 by the American Dietetic
Association.
0002-8223/06/10612-0006$32.00/0
doi: 10.1016/j.jada.2006.09.010
© 2006 by the American Dietetic Association Journal of the AMERICAN DIETETIC ASSOCIATION 2067