Evidence map›Paper›PMID 40771221›Full record

ArticleFrontiers in nutrition2025

Association between external eating and dietary patterns among middle school students in Chongqing, China.

Yingjiao Deng, Lingxi Zhao, Linlu Guo, Yu Zhang, Yuanyuan Lan, Youtao Mou, Wenhua Ran, Ling Liu, Zumin Shi, Yong Zhao

Abstract read
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Article in Frontiers in nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Yingjiao Deng *School of Public Health, Chongqing Medical University, Chongqing, China.
Lingxi Zhao *Department of Clinical Nutrition, Chengdu Seventh People's Hospital (Affiliated Cancer Hospital of Chengdu Medical College), Chengdu, China.
Linlu GuoSchool of Public Health, Chongqing Medical University, Chongqing, China.
Yu ZhangSchool of Public Health, Chongqing Medical University, Chongqing, China.
Yuanyuan LanSchool of Public Health, Chongqing Medical University, Chongqing, China.
Youtao MouSchool of Public Health, Chongqing Medical University, Chongqing, China.
Wenhua RanYuzhong District Primary and Middle School Health Care Center, Chongqing, China.
Ling LiuYuzhong District Primary and Middle School Health Care Center, Chongqing, China.
Zumin ShiHuman Nutrition Department, College of Health Science, Qatar University, Doha, Qatar.
Yong ZhaoSchool of Public Health, Chongqing Medical University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: 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 behavior 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. Objective: 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. Results: 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), Conclusion: 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.

Indexed as

Chinadietary patternsexploratory factor analysisexternal eatingmiddle school student

Identifiers

PMID40771221
PMCPMC12324977

What Socratic holds

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.