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Measuring dietary acculturation in Japanese Americans with the use of confirmatory factor analysis of food-frequency data
- Source :
- The American Journal of Clinical Nutrition. 86:496-503
- Publication Year :
- 2007
- Publisher :
- Elsevier BV, 2007.
-
Abstract
- 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). Design 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.
- Subjects :
- Cross-Cultural Comparison
Male
Gerontology
Health Status
Medicine (miscellaneous)
Type 2 diabetes
Logistic regression
Body Mass Index
Surveys and Questionnaires
Diabetes mellitus
medicine
Humans
Mass index
Life Style
Aged
Nutrition and Dietetics
Asian
business.industry
Smoking
Feeding Behavior
Middle Aged
medicine.disease
Cross-cultural studies
Acculturation
Confirmatory factor analysis
Diet
C-Reactive Protein
Female
Factor Analysis, Statistical
business
Body mass index
Demography
Subjects
Details
- ISSN :
- 00029165
- Volume :
- 86
- Database :
- OpenAIRE
- Journal :
- The American Journal of Clinical Nutrition
- Accession number :
- edsair.doi.dedup.....86b80cef2a9a650a60c3c9a5f8f39a35
- Full Text :
- https://doi.org/10.1093/ajcn/86.2.496