Repository of Research and Investigative Information

Repository of Research and Investigative Information

Kurdistan University of Medical Sciences

Identifying the pattern of unhealthy dietary habits among an Iranian population: A latent class analysis

(2018) Identifying the pattern of unhealthy dietary habits among an Iranian population: A latent class analysis. Medical Journal of the Islamic Republic of Iran.

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Official URL: https://www.scopus.com/inward/record.uri?eid=2-s2....

Abstract

Background: An unhealthy diet is one of the most important risk factors for chronic diseases. The goal of this study was to use the latent class analysis (LCA) modeling to define unhealthy diet habits among an Iranian population. Methods: This cross-sectional study was conducted within the framework of Amol (North of Iran) cohort health study (Phase 1). The participants aged 10 to 90 years. All participants provided written informed consent. Latent class analysis was used to classify the participants of the study. All analyses were conducted by PROC LCA in SAS 9.2 software. Significance level was set at 0.05. Results: The mean age of the participants was 42.58±17.23 years. Four classes of individuals with different diet habits were identified using LCA modeling: class 1: individuals with healthy diet patterns (92.6); class 2: individuals with slightly unhealthy diet habits (6.3); class 3: individuals with relatively unhealthy diet habits (0.8); and class 4: individuals with unhealthy diet habits (0.2). Being female and alcohol consumption increased the odds of membership in latent classes 2,3, and 4 compared to class 1. Physical activity decreased the odds of membership in classes 3 and 4 compared to class 1. Conclusion: Overall, almost more than 7.4 of all participants had some degree of unhealthy dietary habits, and some variables acted as risk factors for membership in risky classes. Therefore, focusing on these variables may help design and execute effective preventive interventions in groups with unhealthy dietary habits. © Iran University of Medical Sciences.

Item Type: Article
Keywords: Diet pattern; Latent class analysis; Unhealthy diets
Page Range: pp. 400-405
Journal or Publication Title: Medical Journal of the Islamic Republic of Iran
Volume: 32
Number: 1
Publisher: Iran University of Medical Sciences
Identification Number: 10.14196/MJIRI.32.69
ISSN: 10161430
Depositing User: مهندس جمال محمودپور
URI: http://eprints.muk.ac.ir/id/eprint/1943

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