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Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China

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  • Guo, Jianxin
  • Jin, Songqing
  • Zhao, Jichun
  • Wang, Hongbiao
  • Zhao, Fang

Abstract

We investigated the operation of e-stores specializing in food and agricultural products before and after the occurrence of COVID-19. A difference-in-difference (DID) method was employed to estimate the relationship between COVID-19 and the online sales of agricultural products using data from 164,002 food and agricultural product e-commerce stores (in short, e-stores) of two major Chinese e-commerce platforms in 120 prefectural-level or above cities. The results demonstrated that while COVID-19 and its control measures were associated with a substantial growth in the monthly sales of food and agricultural product e-stores, the growth varies considerably across store scales and with the type of food and agricultural product in which an e-store is specialized. Micro stores experienced much larger growth and played a more important role in maintaining the resilience of the supply chain of food and agricultural products than larger-scale stores; stores selling more essential food items experienced larger growth than those selling leisure food items. A mechanism analysis further revealed that the growth of online sales of agricultural products was mainly driven by changes in consumers’ food purchase behaviors from offline channels to online channels (i.e., an increase in the number of online customer orders and price per online order) starting with the onset of COVID-19. The results of this paper underscore the importance of e-commerce in maintaining the resilience of the agri-food supply chain and call for public support of the development of micro- and small-scale e-stores to meet consumers’ increasing demand for food supply from those types of stores during the pandemic period.

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  • Guo, Jianxin & Jin, Songqing & Zhao, Jichun & Wang, Hongbiao & Zhao, Fang, 2022. "Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China," Food Policy, Elsevier, vol. 112(C).
    • Handle: RePEc:eee:jfpoli:v:112:y:2022:i:c:s0306919222001464
    DOI: 10.1016/j.foodpol.2022.102377
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    as
    1. Jianqing Ruan & Qingwen Cai & Songqing Jin, 2021. "Impact of COVID‐19 and Nationwide Lockdowns on Vegetable Prices: Evidence from Wholesale Markets in China," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1574-1594, October.
    2. Junhong Chu & Puneet Manchanda, 2016. "Quantifying Cross and Direct Network Effects in Online Consumer-to-Consumer Platforms," Marketing Science, INFORMS, vol. 35(6), pages 870-893, November.
    3. Mark Armstrong, 2006. "Competition in two‐sided markets," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
    4. Tarek Ben Hassen & Hamid El Bilali & Mohammad S. Allahyari, 2020. "Impact of COVID-19 on Food Behavior and Consumption in Qatar," Sustainability, MDPI, vol. 12(17), pages 1-18, August.
    5. Asger Lau Andersen & Emil Toft Hansen & Niels Johannesen & Adam Sheridan, 2022. "Consumer responses to the COVID‐19 crisis: evidence from bank account transaction data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(4), pages 905-929, October.
    6. Bloem, Jeffrey & Michler, Jeffrey & Josephson, Anna & Rudin-Rush, Lorin, 2022. "COVID-19 Working Paper: Food Insecurity During the First Year of the COVID-19 Pandemic in Four African Countries," Amber Waves:The Economics of Food, Farming, Natural Resources, and Rural America, United States Department of Agriculture, Economic Research Service, vol. 2022(Administr), July.
    7. Marc Rysman, 2009. "The Economics of Two-Sided Markets," Journal of Economic Perspectives, American Economic Association, vol. 23(3), pages 125-143, Summer.
    8. Fang, Hanming & Wang, Long & Yang, Yang, 2020. "Human mobility restrictions and the spread of the Novel Coronavirus (2019-nCoV) in China," Journal of Public Economics, Elsevier, vol. 191(C).
    9. Ellen Goddard, 2021. "The impact of COVID‐19 on food retail and food service in Canada: A second assessment," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 69(2), pages 167-175, June.
    10. JiHyo Moon & Yunseon Choe & HakJun Song, 2021. "Determinants of Consumers’ Online/Offline Shopping Behaviours during the COVID-19 Pandemic," IJERPH, MDPI, vol. 18(4), pages 1-15, February.
    11. Thomas Reardon & Ben Belton & Lenis Saweda O. Liverpool‐Tasie & Liang Lu & Chandra S. R. Nuthalapati & Oyinkan Tasie & David Zilberman, 2021. "E‐commerce's fast‐tracking diffusion and adaptation in developing countries," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1243-1259, December.
    12. Kibrom A. Abay, 2020. "Measurement errors in agricultural data and their implications on marginal returns to modern agricultural inputs," Agricultural Economics, International Association of Agricultural Economists, vol. 51(3), pages 323-341, May.
    13. Lauren Chenarides & Carola Grebitus & Jayson L. Lusk & Iryna Printezis, 2021. "Food consumption behavior during the COVID‐19 pandemic," Agribusiness, John Wiley & Sons, Ltd., vol. 37(1), pages 44-81, January.
    14. Reardon, Thomas & Echeverria, Ruben & Berdegué, Julio & Minten, Bart & Liverpool-Tasie, Saweda & Tschirley, David & Zilberman, David, 2019. "Rapid transformation of food systems in developing regions: Highlighting the role of agricultural research & innovations," Agricultural Systems, Elsevier, vol. 172(C), pages 47-59.
    15. Alcedo, Joel & Cavallo, Alberto & Dwyer, Bricklin & Mishra, Prachi & Spilimbergo, Antonio, 2022. "E-commerce During Covid: Stylized Facts from 47 Economies," CEPR Discussion Papers 17001, C.E.P.R. Discussion Papers.
    16. Xuwen Gao & Xinjie Shi & Hongdong Guo & Yehong Liu, 2020. "To buy or not buy food online: The impact of the COVID-19 epidemic on the adoption of e-commerce in China," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-14, August.
    17. Anderson, Stephen J. & Lazicky, Christy & Zia, Bilal, 2021. "Measuring the unmeasured: Aggregating, anchoring, and adjusting to estimate small business performance," Journal of Development Economics, Elsevier, vol. 151(C).
    18. Hung‐Hao Chang & Chad D. Meyerhoefer, 2021. "COVID‐19 and the Demand for Online Food Shopping Services: Empirical Evidence from Taiwan," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 448-465, March.
    19. Peter Dannenberg & Martina Fuchs & Tim Riedler & Cathrin Wiedemann, 2020. "Digital Transition by COVID‐19 Pandemic? The German Food Online Retail," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 111(3), pages 543-560, July.
    20. Ginger Zhe Jin & Zhentong Lu & Xiaolu Zhou & Chunxiao Li, 2020. "The Effects of Government Licensing on E-commerce: Evidence from Alibaba," NBER Working Papers 27884, National Bureau of Economic Research, Inc.
    21. Rudin-Rush, Lorin & Michler, Jeffrey D. & Josephson, Anna & Bloem, Jeffrey R., 2022. "Food insecurity during the first year of the COVID-19 pandemic in four African countries," Food Policy, Elsevier, vol. 111(C).
    22. Gruère, Guillaume & Brooks, Jonathan, 2021. "Viewpoint: Characterising early agricultural and food policy responses to the outbreak of COVID-19," Food Policy, Elsevier, vol. 100(C).
    23. Joel Alcedo & Alberto Cavallo & Bricklin Dwyer & Prachi Mishra & Antonio Spilimbergo, 2022. "Back to Trend: COVID Effects on E-commerce in 47 Countries," NBER Working Papers 29729, National Bureau of Economic Research, Inc.
    24. Thomas Reardon & C. Peter Timmer, 2012. "The Economics of the Food System Revolution," Annual Review of Resource Economics, Annual Reviews, vol. 4(1), pages 225-264, August.
    25. Yu Yvette Zhang & Qiujie Zheng & Huashu Wang, 2021. "Challenges and Opportunities Facing the Chinese Economy in the New Decade: Epidemics, Food, Labor, E-Commerce, and Trade," Chinese Economy, Taylor & Francis Journals, vol. 54(6), pages 373-375, November.
    26. Judith Hillen, 2021. "Online food prices during the COVID‐19 pandemic," Agribusiness, John Wiley & Sons, Ltd., vol. 37(1), pages 91-107, January.
    27. Xiaohua Yu & Chang Liu & Hanjie Wang & Jan-Henning Feil, 2020. "The impact of COVID-19 on food prices in China: evidence of four major food products from Beijing, Shandong and Hubei Provinces," China Agricultural Economic Review, Emerald Group Publishing, vol. 12(3), pages 445-458, June.
    28. Zhan, Yue & Chen, Kevin Z., 2021. "Building resilient food system amidst COVID-19: Responses and lessons from China," Agricultural Systems, Elsevier, vol. 190(C).
    29. Sohyun Park & Keumsook Lee, 2021. "Examining the Impact of E-Commerce Growth on the Spatial Distribution of Fashion and Beauty Stores in Seoul," Sustainability, MDPI, vol. 13(9), pages 1-20, May.
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