Evidence map›Paper›PMID 40611217›Full record

ArticleJournal of health, population, and nutrition2025

The effect of food environment on nutrition-related health: evidence from rural China.

Lixia Zhang, Shaoting Li, Laiwu Zhang, Weigang Liu

Abstract read
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Article in Journal of health, population, and nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

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0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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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

4 authors.

Lixia ZhangCollege of Economics and Management, Northwest A&F University, 3 Taicheng Rd, Yangling, 712100, Shaanxi, China.
Shaoting LiCollege of Economics and Management, Northwest A&F University, 3 Taicheng Rd, Yangling, 712100, Shaanxi, China.
Laiwu ZhangSix Industrial Research Institute, Northwest A&F University, 3 Taicheng Rd, Yangling, 712100, Shaanxi, China. lwzhang9@163.com.
Weigang LiuDepartment of Agricultural Economics, Kiel University, Wilhelm Seelig Platz 7, 24118, Kiel, Germany. weigang.liu@ae.uni-kiel.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderstanding the impact of the food environment on nutrition-related health is essential for addressing the rising prevalence of issues such as overweight and obesity amid rapidly changing dietary patterns in many emerging economies. This study aimed to explore the cause relationship between the food environment, including its three sub-dimensions-food availability, accessibility, and affordability, and nutrition-related health outcomes.

methodsThis study utilizes survey data collected from rural households in Shaanxi Province, China, in 2022. This analysis utilizes 2SLS and IV-Probit models to analyze the relationship between food environment and nutrition-related health outcomes.

resultsThe findings suggest that the food environment and its sub-dimensions significantly increase nutrition-related health among rural residents. Specially, based on supermarkets and free markets, the food environment has a significant negative impact on BMI and overweight. Besides, food availability and accessibility in rural areas based on supermarkets and free markets significantly increase the nutritional outcomes. To explore the underlying mechanisms, we further analyze the mediating roles of nutrition literacy and dietary quality, the latter of which is evaluated using the Chinese Healthy Eating Index (CHEI) and the Dietary Balance Index (DBI). The results confirm that the food environment positively influences both nutrition literacy and dietary quality.

conclusionEnhancing the food environment is an effective pathway to improving nutrition-related health outcomes in rural China. Policymakers should prioritize dynamic improvements in food availability and accessibility-particularly through supermarkets and farmers' markets-while also promoting nutrition literacy and diet quality to support long-term public health goals.

Indexed as

Diet, HealthyFood SupplyNutritional StatusRural PopulationAdultBody Mass IndexChinaDietFemaleFood MarketsHealth LiteracyHumansMaleMiddle AgedObesityOverweightCHEIChinaDBIFood environmentNutrition-related healthOverweightRural residents

Identifiers

PMID40611217
PMCPMC12225528

What OpenQuestion holds

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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.