Exploring multi-dimensional factors correlated with online fresh food shopping
Evidence from rural areas of Hubei Province in China
Bibliographic Data
| ID | 7515010 |
|---|---|
| Authors | Jingjing Li (0009-0006-0033-1522, China University of Geosciences), Yanxiao Liu (0000-0001-5138-1729, China University of Geosciences, corresponding author) |
| Year | 2026 |
| Volume | 124 |
| Pages | 104123 |
| Publication date | 2026-05-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Rural Studies (JOURNAL) |
| Journal identifiers | ISSN: 0743-0167 • E-ISSN: 1873-1392 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.jrurstud.2026.104123 |
| OpenAlex | W7134174780 |
| Language | EN |
| References cited | 86 |
Online fresh food shopping has emerged as a complementary layer within an evolving hybrid food acquisition practices in rural areas. However, barriers to rural residents’ adoption of online fresh food shopping remain unclear. We drew on three interrelated perspectives of healthy behavior theory, digital divide theory, and last-mile logistics and transport cost theory to investigate the relationships between online fresh food shopping and multi-dimensional factors including preferences for vegetables and fruits, sociodemographics, and built environment in rural China. Data came from a cross-sectional household survey during 2022-2023 consisting of 731 participants living in rural areas of Luotian county, Yingshan county, and Caidian county in Hubei Province, China. Our findings validate the underlying mechanisms and condition boundaries shaping the translation of health motivation, digital capacity, and spatial friction into online fresh food shopping in rural China. Participants being younger, owning motorcycles, having access to broadband internet, and living closer to the main rural roads were more likely to engage in online fresh food shopping. Further, the findings refine our understanding of how the translation of digital capacity and spatial friction into online fresh food shopping is contingent on socioeconomic and contextual factors. Specifically, owning a motorcycle was especially helpful for lower-income families and those in places with more people. Living far from main rural roads made online fresh food shopping less likely, especially for poorer households and those in sparsely populated areas. Higher household income mattered more in sparsely populated areas. Local workers (vs. farmers) were more likely to adopt online fresh food shopping in areas with higher population density. The association between access to broadband internet and online fresh food shopping was stronger among participants with higher household income. Intervention strategies to mitigate barriers and improve equitable access to digital engagement of food purchases for rural residents should be prioritized, especially for more vulnerable populations with economic constraints and those in remote areas with lower population density. • Age, motorcycle ownership, broadband access, and distance to rural main roads shape adoption barriers. • Socioeconomic and transport constraints outweigh health preferences in rural contexts. • The barriers to the adoption of online fresh food shopping varied by household income and population density. • Lower income and higher population density amplify the role of motorcycle ownership in online fresh food shopping. • Lower income and lower population density reinforce the roles of transport access in shaping online fresh food shopping
China · Digital divide · Food systems · Fresh food · Healthy food · Rural area · Socioeconomic status · Food Waste Reduction and Sustainability · Organic Food and Agriculture · Urban and Freight Transport Logistics
Making Sense of Sensitivity
Collinearity diagnostics of binary logistic regression model
A Systematic Review of Built Environment and Health
User Acceptance of Information Technology
GIS Analysis of Adequate Accessibility to Public Transportation in Metropolitan Areas
Why do people shop online? A comprehensive framework of consumers’ online shopping intentions and behaviors
Examining digital information literacy as a determinant of women's online shopping behavior
Household Food Shopping Locations Beyond Residential Neighborhoods
Comparative analysis of online fresh food shopping behavior during normal and Covid-19 crisis periods
The geography of online shopping in China and its key drivers
Analyzing car ownership in Quebec City
The impact of digital literacy on the health behavior of rural older adults
Nutrition quality of food purchases varies by household income
Online grocery shopping
Comparing shopper characteristics by online grocery ordering use among households in low-income communities in Maine
Understanding how population change is associated with community sociodemographics and economic outcomes across the United States
Determinants of Residential Preferences Related to Built and Social Environments and Concordance between Neighborhood Characteristics and Preferences
The factors in residents' mobility in rural towns of China
Neighborhood characteristics and transport walking
Transport poverty meets the digital divide
The association between spatial attributes and e-shopping in the shopping process for search goods and experience goods
Exploring equity implications of online grocery, online restaurant delivery and e-shopping service usage in a suburban context
Exploring the effects of the rural built environment on household car ownership after controlling for preference and attitude
Delivery to homes or collection points? A sustainability analysis for urban, urbanised and rural areas in Belgium
Reducing car use
Rural development in the digital age
Sustainable home gardens in Western Kenya
A digital divide in direct market farmers’ online sales and marketing
The potential of local online shopping platforms for villages and small and medium-sized towns
Functions, motives and barriers of homestead vegetable production in rural areas in ageing China
Analysis of rural economic restructuring driven by e-commerce based on the space of flows
How to survive
Social determinants of rural food security
Informality and rural industry
Food accessibility, diversity of agricultural production and dietary pattern in rural China
Will digital technologies transform agriculture in developing countries
Can E-commerce development alleviate farm household poverty vulnerability
Online shopping as a substitute or complement to in-store shopping trips in Iran
From ‘forsaken site’ to ‘model village’
The built environment and overweight in Shanghai
How can rural e-commerce promote green production on family farms in China? Evidence from Hunan Province
Rural E-commerce diffusion and arable land Non-grainization
Mobile Internet Use and Multidimensional Poverty
| Citation velocity | historical |
|---|---|
| Highly cited | No |