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Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China
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 164,0...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9626436/ https://www.ncbi.nlm.nih.gov/pubmed/36338242 http://dx.doi.org/10.1016/j.foodpol.2022.102377 |
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author | Guo, Jianxin Jin, Songqing Zhao, Jichun Wang, Hongbiao Zhao, Fang |
author_facet | Guo, Jianxin Jin, Songqing Zhao, Jichun Wang, Hongbiao Zhao, Fang |
author_sort | Guo, Jianxin |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9626436 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96264362022-11-02 Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China Guo, Jianxin Jin, Songqing Zhao, Jichun Wang, Hongbiao Zhao, Fang Food Policy Article 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. Elsevier Ltd. 2022-10 2022-11-02 /pmc/articles/PMC9626436/ /pubmed/36338242 http://dx.doi.org/10.1016/j.foodpol.2022.102377 Text en © 2022 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Guo, Jianxin Jin, Songqing Zhao, Jichun Wang, Hongbiao Zhao, Fang Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China |
title | Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China |
title_full | Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China |
title_fullStr | Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China |
title_full_unstemmed | Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China |
title_short | Has COVID-19 accelerated the E-commerce of agricultural products? Evidence from sales data of E-stores in China |
title_sort | has covid-19 accelerated the e-commerce of agricultural products? evidence from sales data of e-stores in china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9626436/ https://www.ncbi.nlm.nih.gov/pubmed/36338242 http://dx.doi.org/10.1016/j.foodpol.2022.102377 |
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