ORIGINAL RESEARCH article
Front. Nutr.
Sec. Nutrition and Sustainable Diets
Volume 12 - 2025 | doi: 10.3389/fnut.2025.1593587
Association Between External Eating and Dietary Patterns Among Middle School Students in Chongqing, China
Provisionally accepted- 1College of Public Health, Chongqing Medical UniversityChina, Chongqing, China
- 2Chengdu Seventh People's Hospital, Chengdu, Sichuan Province, China
- 3Yuzhong District Primary and Middle School Health Care Center, Chongqing, China
- 4Department of Human Nutrition, College of Health Sciences, Qatar University, Doha, Qatar
- 5Chongqing Medical University, Chongqing, China
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The dietary pattern, serving as a comprehensive indicator of the nutritional intake of middle school students, plays a crucial role in guiding their health.External eating, the behaviour of eating based on external cues associated with food (e.g. the sight and smell of food), is a key factor influencing the choice of dietary patterns.To investigate the dietary patterns of middle school students in Chongqing and analyze the association between external eating and dietary patterns. Methods A cross-sectional study was conducted among 6,590 middle school students from 17 districts and counties in Chongqing, selected by stratified cluster sampling. The questionnaire included basic information about the participants, external eating score ( based on the Dutch Eating Behaviour Questionnaire [DEBQ] ) and dietary frequency, and data were collected via online self-report. Exploratory Factor Analysis was employed to extract dietary patterns, and multiple linear regression analysis was used to analyze the association between external eating and dietary patterns among middle school students.The total score for external eating among middle school students in Chongqing ranges from 19 to 27. Three dietary patterns were identified among middle school students: Modern dietary pattern, Fast-food dietary pattern, and Balanced dietary pattern. The results of multiple linear regression analysis showed that, external eating is positively associated with fast-food and balanced dietary pattern after adjusting for confounders [ β = 0.006, 95% confidence interval ( CI ) : 0.002, 0.011, P = 0.002; β = 0.005, 95% CI: 0.001, 0.010, P = 0.016 ] , external eating was negatively associated with modern dietary pattern ( β = -0.005, 95% CI: -0.009, -0.001, P = 0.018 ) .External eating exhibits a significant negative association with modern dietary pattern among middle school students. Therefore, middle school students should be guided to correctly deal with external eating, so as to establish a reasonable dietary pattern.
Keywords: external eating, Dietary patterns, Middle school student, exploratory factor analysis, China
Received: 14 Mar 2025; Accepted: 01 Jul 2025.
Copyright: © 2025 Deng, Zhao, Guo, Zhang, Lan, Mou, Ran, Liu, Shi and Zhao. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Yong Zhao, Chongqing Medical University, Chongqing, China
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