ArticleBMC public health2022
Nutritional quality and consumer health perception of online delivery food in the context of China.
Article in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.
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Who cites it
22 citing papers in PubMed, 2 syntheses or guidelines pooled it, 35 citations in OpenAlex.
- Combo Deals, Junk Meals: A Systematic Review Examining the Healthiness of Foods Promoted on Meal Delivery Apps.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Pooled it
- Offline to online: a systematic mapping review of evidence to inform nutrition-related policies applicable to online food delivery platforms.BMC medicine · 2024Pooled it
- Using Mobile Ecological Momentary Assessment to Understand Consumption and Context Around Online Food Delivery Use: Pilot Feasibility and Acceptability Study.JMIR mHealth and uHealth · 2023Trial
- A network analysis of appetite and dietary behaviour patterns: differences between smokers and non-smokers.Journal of health, population, and nutrition · 2026Article
- Socioeconomic inequalities in online fresh food delivery use and associations with the neighborhood food environment.BMC public health · 2026Article
- Effects of a Combined Front-of-Pack Nutrition Label and Nutrition Education Intervention on Healthier Choices of Freshly Prepared Beverages: An Online Randomized Controlled Trial.Foods (Basel, Switzerland) · 2026Article
- Determinants of food choices on online food delivery applications among university students: a cross-sectional study.Scientific reports · 2026Article
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- Access to Food Establishments via Meal Delivery Applications: A Study of University and Non-University Settings in a Brazilian Metropolis.International journal of environmental research and public health · 2025Article
- Online takeaway food consumption and its association with health among young and middle-aged urban residents in mainland China: a cross-sectional study.BMC public health · 2025Article
- Coverage and Characterization of Food Delivery Services Through a Mobile Application in Small and Medium-Sized Cities in Brazil.International journal of environmental research and public health · 2025Article
- Research on the expected utility of the nudge-based intervention strategy for healthy eating behavior in online catering.Frontiers in public health · 2025Article
- What's in your card? The impact of online food delivery apps on depression and eating behaviors.Frontiers in nutrition · 2025Article
- Food digital marketing on social media: trends and strategies of Brazil's leading meal delivery app.Frontiers in nutrition · 2025Article
- Developing the DIGIFOOD Dashboard to Monitor the Digitalization of Local Food Environments: Interdisciplinary Approach.JMIR public health and surveillance · 2024Article
- Experiences of living with overweight/obesity and early type 2 diabetes in Singapore-a qualitative interview study.BMJ open · 2024Article
- Takeaway food consumption and depressive symptoms in Chinese university students: mediating effects of physical activity.Frontiers in psychiatry · 2024Article
- Do consumers continue to use O2O food delivery services in the post-pandemic era? Roles of sedentary lifestyle.Heliyon · 2023Article
- Association between Eating Habits and Sodium Intake among Chinese University Students.Nutrients · 2023Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundToday, the popularization of mobile internet technology has enabled the public's need for food convenience and diversity arising from modern fast-paced lifestyles to be met at a relatively low cost. The digital age of the restaurant industry has arrived. Online food delivery (OFD) is rapidly developing globally. However, the public's awareness of the nutritional quality of food through OFD and their knowledge of dietary nutrition remain to be investigated.
methodsIn the context of China, this study attempts to evaluate the nutritional quality of best-selling OFD set meals (i.e., meal combos) based on the current official Chinese dietary guidelines 2022. It accomplishes this by collecting data on popular OFD restaurants among consumers in 115 Chinese universities from the restaurants' delivery addresses. Moreover, 20,430 valid questionnaires were collected online from undergraduates, graduate students, and other young groups aged 18-30 throughout China for descriptive analysis to investigate consumers' perceptions of the nutritional quality of food through OFD and its health impact.
resultsThe results of the nutritional quality evaluation of the OFD set meals ranged widely from 15 to 85, with a mean of 36.57 out of a possible maximum score of 100; and 89.56% scored less than 50. The nutritional quality of OFD foods was thus generally low. The nutritional quality of foods was negatively correlated with their popularity among consumers.
conclusionsYoung OFD consumers generally paid low attention to dietary nutrition knowledge and seldom paid attention to nutritional quality when choosing OFD foods while the nutritional quality of OFD foods was generally low. Respondents subjectively reported that long-term consumption of OFD food caused weight gain, increased blood lipids, and gastrointestinal discomfort. They thought that the reason might be excessive oil, salt, and sugar in the food, while ignoring the balance between different types of food.
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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 OpenQuestion graph.