ArticleFrontiers in nutrition2024
The effect of Internet use on nutritional intake and health outcomes: new evidence from rural China.
Article in Frontiers in nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it, 9 citations in OpenAlex.
- Effects of mobile health interventions on blood pressure control and self-management in middle-aged and older adults with hypertension: a systematic review and meta-analysis.Journal of human hypertension · 2026Pooled it
- How social media shapes urban image and conative tourism behaviour among Chinese Generation Z: an extended SOR model.Frontiers in psychology · 2026Article
- The Impact of Internet and Mobile Phone Usage and Unemployment on Adult Obesity: Empirical Evidence from the BRICS States.Healthcare (Basel, Switzerland) · 2025Article
- E-Commerce and global dietary health: a longitudinal analysis of food availability and imports pathways across 64 countries (2008-2022).Journal of global health · 2025Article
- The effect of food environment on nutrition-related health: evidence from rural China.Journal of health, population, and nutrition · 2025Article
- From digitalization to nutrition: the role of digital village construction in shaping dietary intake of rural residents in China.Frontiers in nutrition · 2025Article
- Digital access and health outcomes: The moderating role of socioeconomic status in health information seeking.Digital healthArticle
Corrections and comments
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Authors and funding
4 authors at 4 institutions in 2 countries.
Funding
Abstract
Introduction: Internet use is changing nutritional intake and health outcomes, but the results are mixed, and less attention is given to the rural developing regions. Based on the China Health and Nutrition Survey (CHNS) data from 2004 to 2015, this study seeks to better understand the effect of Internet use on nutritional intake and health outcomes. Methods: An instrumental variable estimation is used to address endogeneity problem. Results: The results show that Internet use improves the dietary knowledge of rural residents, and thus has a positive impact on dietary quality, such as healthy eating index (HEI) and dietary diversity score (DDS). The higher the dietary quality, the better the nutritional health status. However, results also show that Internet use increases the risk of overweight, and obesity among rural Chinese residents. Because Internet use has significantly reduced the physical activity of rural residents in China. Interestingly, we also find that the Internet increases the risk of chronic diseases such as diabetes and high blood pressure, but there is a positive causal relationship between Internet use and the self-assessment score of health. Discussion: Our findings suggest that there may be a serious lack of awareness of the health risks of chronic diseases among Chinese rural residents. Therefore, policymakers are suggested to consider the possible negative effects when promoting digital development.
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Registered trials
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.