Measuring dietary acculturation in Japanese Americans with the use of confirmatory factor analysis of food-frequency data.
BACKGROUND
Epidemiologic evidence suggests that dietary changes associated with acculturation to a Western diet may increase the risk of type 2 diabetes in Japanese Americans.


OBJECTIVE
We hypothesized that dietary acculturation patterns could be measured by confirmatory factor analysis (CFA) by using a culturally sensitive food-frequency questionnaire (FFQ). We examined the utility of the estimated factor scores by testing for associations with diabetes and 2 risk factors for diabetes-body mass index (BMI; in kg/m(2)) and C-reactive protein (CRP).


METHODS
By using cross-sectional data from a sample of 219 Nisei (second-generation Japanese American; mean age 70 y) and 277 Sansei (third-generation Japanese American; mean age 42 y) participants in the Japanese American Family Study, we conducted CFA on 5 items characteristic of a Japanese diet and 4 items characteristic of a Western diet. The resulting factor scores were examined for associations with diabetes by using logistic regression and for associations with BMI and CRP by using linear regression.


RESULTS
CFA confirmed the presence of Japanese and Western food factors. The Nisei had a significantly higher average factor score for the Japanese food factor and significantly lower average factor score for the Western food factor than did the Sansei. In Sansei persons, but not in Nisei persons, the Western food factor score was significantly associated with plasma CRP concentration (P = 0.02), BMI (P = 0.02), and diabetes (P = 0.001).


CONCLUSIONS
In this Japanese American sample, dietary acculturation can be estimated by using CFA on FFQ data. Future studies should investigate the effects of dietary acculturation on disease risk independent of other lifestyle factors.
Pierce
Brandon L
BL
Department of Epidemiology and Institute for Public Health Genetics, School of Public Health and Community Medicine, University of Washington, Seattle, WA 98195, USA.
Austin
Melissa A
MA
Crane
Paul K
PK
Retzlaff
Barbara M
BM
Fish
Brian
B
Hutter
Carolyn M
CM
Leonetti
Donna L
DL
Fujimoto
Wilfred Y
WY
D000368:Aged; D001213:Asian; D015992:Body Mass Index; D002097:C-Reactive Protein / Q000378:metabolism; D003431:Cross-Cultural Comparison; D004032:Diet; D005163:Factor Analysis, Statistical; D005247:Feeding Behavior; D005260:Female; D006304:Health Status; D006801:Humans; D008019:Life Style; D008297:Male; D008875:Middle Aged; D012907:Smoking / Q000453:epidemiology; D011795:Surveys and Questionnaires
D002097:C-Reactive Protein