Evidence map›Paper›PMID 41487668›Full record

ArticleFrontiers in nutrition2025

From digitalization to nutrition: the role of digital village construction in shaping dietary intake of rural residents in China.

Jiawei Wang, Xia Kuang, Zhihua Wu, Feng Ye, Wenmei Liao

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Jiawei Wang *School of Health Management, Nanchang Medical College, Nanchang, China.
Xia Kuang *School of Economics, Jinan University, Guangzhou, China.
Zhihua WuSchool of Economics and Management, Jiangxi Agricultural University, Nanchang, China.
Feng YeSchool of Economics and Management, Jiangxi Agricultural University, Nanchang, China.
Wenmei LiaoSchool of Economics and Management, Jiangxi Agricultural University, Nanchang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: As China's dietary structure shifts from "eating enough" to "eating well and eating healthily," improving the nutritional status of rural residents through digital development has become a key issue for advancing rural revitalization and common prosperity. Methods: Using data from the 2020 China Rural Revitalization Survey (CRRS), this study empirically examines the impact of digital village construction on rural residents' nutritional intake and its underlying mechanisms. Results: The results show that digital village construction significantly improves the nutritional intake of rural residents, with the digital environment playing the most prominent role. Further analysis reveals that digital village construction has the strongest promoting effect on dairy consumption, while its impact is more pronounced in poor villages and non-plain areas, highlighting the importance of digital development in addressing regional disparities and promoting nutritional equity. Mechanism tests indicate that digital village construction improves rural residents' nutritional intake by enhancing information accessibility, increasing household income, and improving infrastructure. Discussion: Based on these findings, priority should be given to improving network infrastructure, developing rural e-commerce and cold-chain logistics systems, and strengthening the digital dissemination of nutrition and health knowledge, in order to comprehensively enhance the nutritional status of rural residents.

Indexed as

digital economydigital villagefood consumptionnutritional intakerural residents

Identifiers

PMID41487668
PMCPMC12757281

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.