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Exploring multi-dimensional factors correlated with online fresh food shopping

Evidence from rural areas of Hubei Province in China

Bibliographic Data

ID7515010
AuthorsJingjing Li (0009-0006-0033-1522, China University of Geosciences), Yanxiao Liu (0000-0001-5138-1729, China University of Geosciences, corresponding author)
Year2026
Volume124
Pages104123
Publication date2026-05-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Rural Studies (JOURNAL)
Journal identifiersISSN: 0743-0167 • E-ISSN: 1873-1392
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.jrurstud.2026.104123
OpenAlexW7134174780
LanguageEN
References cited86

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

    Open Access•Carlos Cinelli, Chad Hazlett•Journal of the Royal Statistical…•2020

  • Collinearity diagnostics of binary logistic regression model

    Habshah Midi, S K Sarkar et al.•Journal of Interdisciplinary…•2010

  • A Systematic Review of Built Environment and Health

    Arlene Renalds, Tracey H Smith et al.•Family & Community Health•2010

  • User Acceptance of Information Technology

    Viswanath Venkatesh, Venkatesh Venkatesh et al.•MIS Quarterly•2003

  • GIS Analysis of Adequate Accessibility to Public Transportation in Metropolitan Areas

    Open Access•Sultan Alamri, Kiki Adhinugraha et al.•ISPRS International Journal of…•2023

  • Why do people shop online? A comprehensive framework of consumers’ online shopping intentions and behaviors

    Open Access•Vivek Venkatesh, Cheri Speier-Pero et al.•Information Technology and People•2022

  • Examining digital information literacy as a determinant of women's online shopping behavior

    Open Access•Munazza Mahmood, Syeda Hina Batool et al.•Information Technology and People•2022

  • Household Food Shopping Locations Beyond Residential Neighborhoods

    Jingjing Li, Chang-Joo Kim et al.•The Professional Geographer•2023

  • Comparative analysis of online fresh food shopping behavior during normal and Covid-19 crisis periods

    Open Access•Miaojia Lu, Ran Wang et al.•British Food Journal•2022

  • The geography of online shopping in China and its key drivers

    Open Access•Zhouying Song•Environment and Planning B Urban…•2022

  • Analyzing car ownership in Quebec City

    Open Access•Sabreena Anowar, Shamsunnahar Yasmin et al.•Transportation•2014

  • The impact of digital literacy on the health behavior of rural older adults

    Open Access•Rui Li, Jiaxin Shao et al.•BMC Public Health•2025

  • Nutrition quality of food purchases varies by household income

    Open Access•Simone A French, Christy C Tangney et al.•BMC Public Health•2019

  • Online grocery shopping

    Open Access•Stephanie Jilcott Pitts, Stephanie B Jilcott Pitts et al.•Public Health Nutrition•2018

  • Comparing shopper characteristics by online grocery ordering use among households in low-income communities in Maine

    Open Access•Laura Y Zatz, Alyssa J Moran et al.•Public Health Nutrition•2021

  • Understanding how population change is associated with community sociodemographics and economic outcomes across the United States

    Open Access•Jasmina M Buresch, Danielle N Medgyesi et al.•Frontiers in Human Dynamics•2024

  • Determinants of Residential Preferences Related to Built and Social Environments and Concordance between Neighborhood Characteristics and Preferences

    Open Access•Jingjing Li, Amy H Auchinclo et al.•Journal of Urban Health•2019

  • The factors in residents' mobility in rural towns of China

    Open Access•Zhao Yu, Pengjun Zhao•Journal of Transport Geography•2021

  • Neighborhood characteristics and transport walking

    Open Access•Jingjing Li, Amy H Auchinclo et al.•Journal of Transport Geography•2020

  • Transport poverty meets the digital divide

    Open Access•Nagendra R Velaga, Mark Beecroft et al.•Journal of Transport Geography•2012

  • The association between spatial attributes and e-shopping in the shopping process for search goods and experience goods

    Open Access•Feng Zhen, Tashi Lobsang et al.•Journal of Transport Geography•2018

  • Exploring equity implications of online grocery, online restaurant delivery and e-shopping service usage in a suburban context

    Open Access•Shaila Jamal, Chunjiang Li et al.•Journal of Transport Geography•2025

  • Exploring the effects of the rural built environment on household car ownership after controlling for preference and attitude

    Open Access•Yibin Ao, Dujuan Yang et al.•Journal of Transport Geography•2018

  • Delivery to homes or collection points? A sustainability analysis for urban, urbanised and rural areas in Belgium

    Open Access•Koen Mommens, Heleen Buldeo et al.•Journal of Transport Geography•2021

  • Reducing car use

    Open Access•Jonas De Vos, Ben Derudder et al.•Journal of Transport Geography•2011

  • Rural development in the digital age

    Open Access•Koen Salemink, Dirk Strijker et al.•Journal of Rural Studies•2015

  • Sustainable home gardens in Western Kenya

    Open Access•Lea‐Sophie Hansen, Grace Wothaya Kihagi et al.•Journal of Rural Studies•2023

  • A digital divide in direct market farmers’ online sales and marketing

    Open Access•Sasha Pesci, Ryan E Galt et al.•Journal of Rural Studies•2023

  • The potential of local online shopping platforms for villages and small and medium-sized towns

    Open Access•Christina Rundel, Koen Salemink et al.•Journal of Rural Studies•2024

  • Functions, motives and barriers of homestead vegetable production in rural areas in ageing China

    Open Access•Liangxin Fan, Xiaohu Dang et al.•Journal of Rural Studies•2019

  • Analysis of rural economic restructuring driven by e-commerce based on the space of flows

    Open Access•Yingnan Zhang, Hualou Long et al.•Journal of Rural Studies•2018

  • How to survive

    Open Access•Luis Arturo Ramos, Isabelle Anguelovski et al.•Journal of Rural Studies•2018

  • Social determinants of rural food security

    Open Access•Hongmei Lu, Angie Carter•Journal of Rural Studies•2024

  • Informality and rural industry

    Open Access•Weicheng Tang, Jin Zhu•Journal of Rural Studies•2020

  • Food accessibility, diversity of agricultural production and dietary pattern in rural China

    Open Access•Yingying Huang, Xu Tian•Food Policy•2019

  • Will digital technologies transform agriculture in developing countries

    Open Access•Uwe Deichmann, Aparajita Goyal et al.•Agricultural Economics•2016

  • Can E-commerce development alleviate farm household poverty vulnerability

    Open Access•Lizhi Tang, Mingcong Chen et al.•Cities•2024

  • Online shopping as a substitute or complement to in-store shopping trips in Iran

    Open Access•Roya Etminani-Ghasrodashti, Shima Hamidi•Cities•2020

  • From ‘forsaken site’ to ‘model village’

    Open Access•Jinlong Gao, Jin Yang et al.•Habitat International•2023

  • The built environment and overweight in Shanghai

    Open Access•Bindong Sun, Xiajie Yao et al.•Habitat International•2022

  • How can rural e-commerce promote green production on family farms in China? Evidence from Hunan Province

    Open Access•Xianxiong Xie, Jake Luo et al.•Journal of Rural Studies•2025

  • Rural E-commerce diffusion and arable land Non-grainization

    Open Access•Hanjin Li, Shu Tian et al.•Journal of Rural Studies•2025

  • Mobile Internet Use and Multidimensional Poverty

    Open Access•Long Yang, Haiyang Lu et al.•Social Indicators Research•2021

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