IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2022i1p150-d1011292.html
   My bibliography  Save this article

Can E-Commerce Adoption Improve Agricultural Productivity? Evidence from Apple Growers in China

Author

Listed:
  • Beibei Yan

    (School of Management, Xi’an University of Science and Technology, Xi’an 710054, China)

  • Tianjun Liu

    (College of Economics & Management, Northwest A & F University, Yangling, Xianyang 712100, China
    Western Rural Development Research Center, Yangling, Xianyang 712100, China)

Abstract

E-commerce is not only a new channel through which farmers can sell agricultural products, but also an important engine for transforming agricultural development and modernizing agriculture in the era of the digital economy. Analyzing the adoption of e-commerce from the micro level to improve farmers’ production efficiency has practical value. On the basis of theoretical discussion and analysis and on the survey data of 827 apple farmers in Shaanxi Province, China, we used propensity score matching (PSM) and stepwise regression to test the effects of e-commerce adoption on agricultural production efficiency and the mechanism through which these effects occur. The results showed that e-commerce adoption has a significant positive impact on agricultural production efficiency. The allocation of agricultural factors plays a mediating role in the impact of e-commerce adoption on agricultural production efficiency. Specifically, e-commerce adoption can effectively encourage farmers to rationally allocate agricultural labor, land, and capital production factors, promote the sustainable development of the environment and contribute to creating a harmonious community atmosphere. Therefore, we propose strengthening rural e-commerce support and the publicity and guidance regarding e-commerce adoption by farmers, holding e-commerce training, and promoting the popularization of rural e-commerce to help promote the modernization of agriculture.

Suggested Citation

  • Beibei Yan & Tianjun Liu, 2022. "Can E-Commerce Adoption Improve Agricultural Productivity? Evidence from Apple Growers in China," Sustainability, MDPI, vol. 15(1), pages 1-16, December.
  • Handle: RePEc:gam:jsusta:v:15:y:2022:i:1:p:150-:d:1011292
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/1/150/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/1/150/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zhiqiang Liu & Shitong Jia & Zixing Wang & Caiyun Guo & Yanqi Niu, 2022. "A Measurement Model and Empirical Analysis of the Coordinated Development of Rural E-Commerce Logistics and Agricultural Modernization," Sustainability, MDPI, vol. 14(21), pages 1-22, October.
    2. Ogutu, Sylvester Ochieng & Okello, Julius Juma & Otieno, David Jakinda, 2014. "Impact of Information and Communication Technology-Based Market Information Services on Smallholder Farm Input Use and Productivity: The Case of Kenya," World Development, Elsevier, vol. 64(C), pages 311-321.
    3. George Battese & Sumiter Broca, 1997. "Functional Forms of Stochastic Frontier Production Functions and Models for Technical Inefficiency Effects: A Comparative Study for Wheat Farmers in Pakistan," Journal of Productivity Analysis, Springer, vol. 8(4), pages 395-414, November.
    4. Xiaoxia Li, 2022. "Research on the Development Level of Rural E-Commerce in China Based on Analytic Hierarchy and Systematic Clustering Method," Sustainability, MDPI, vol. 14(14), pages 1-18, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wen Xiang & Jianzhong Gao, 2023. "Do Not Be Anticlimactic: Farmers’ Behavior in the Sustainable Application of Green Agricultural Technology—A Perceived Value and Government Support Perspective," Agriculture, MDPI, vol. 13(2), pages 1-24, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lin Xie & Biliang Luo & Wenjing Zhong, 2021. "How Are Smallholder Farmers Involved in Digital Agriculture in Developing Countries: A Case Study from China," Land, MDPI, vol. 10(3), pages 1-16, March.
    2. Andriakopoulos, Konstantinos & Ladas, Augoustinos & Andriakopoulos, Panagiotis, 2020. "Bank efficiency and leasing in U.S.A. banking system," MPRA Paper 112645, University Library of Munich, Germany.
    3. Tauer, Loren W. & Mishra, Ashok K., 2005. "U.S. Dairy Farm Cost Efficiency," Working Papers 127079, Cornell University, Department of Applied Economics and Management.
    4. N'dri, Lasme Mathieu & Kakinaka, Makoto, 2020. "Financial inclusion, mobile money, and individual welfare: The case of Burkina Faso," Telecommunications Policy, Elsevier, vol. 44(3).
    5. Islam, Asif & Hyland, Marie, 2019. "The drivers and impacts of water infrastructure reliability – a global analysis of manufacturing firms," Ecological Economics, Elsevier, vol. 163(C), pages 143-157.
    6. Edward Ebo ONUMAH & Bernhard BRÜMMER & Gabriele HÖRSTGEN-SCHWARK, 2010. "Productivity of the hired and family labour and determinants of technical inefficiency in Ghana's fish farms," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 56(2), pages 79-88.
    7. Goyal, S.K. & Suhag, K.S. & Pandey, U.K., 2006. "An Estimation of Technical Efficiency of Paddy Farmers in Haryana State of India," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 61(1), pages 1-15.
    8. Kharin, Sergei, 2021. "Asymmetry in Price Transmission: Evidence from the Wheat-Flour Supply Chain in Russia," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(3), September.
    9. Chaovanapoonphol, Yaovarate & Battese, George E. & Chang, Hui-Shung (Christie), 2005. "The Impact of Rural Financial Services on the Technical Efficiency of Rice Farmers in the Upper North of Thailand," 2005 Conference (49th), February 9-11, 2005, Coff's Harbour, Australia 137811, Australian Agricultural and Resource Economics Society.
    10. Gregg, Daniel & Rolfe, John, 2010. "Identifying efficiency trends for Queensland broad-acre beef enterprises," 2010 Conference (54th), February 10-12, 2010, Adelaide, Australia 59083, Australian Agricultural and Resource Economics Society.
    11. Fang, Lan & Quan, Yurong & Mao, Hui & Chen, Shaojian, 2022. "The Information Communication Technology and Off-farm Employment of Rural Laborers: An Analysis Based on the Micro Data of China Family Panel Studies," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322088, Agricultural and Applied Economics Association.
    12. Will Chancellor, 2023. "Exploring the relationship between information and communication technology (ICT) and productivity: Evidence from Australian farms," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(2), pages 285-302, April.
    13. Dingde Xu & Chen Qing & Yang Chen & Jia He & Fengwan Zhang, 2023. "Sustainable Development of Rural Human Settlements in the Information Age: Can Internet Use Drive Farmers to Participate in Garbage Classification?," Agriculture, MDPI, vol. 13(4), pages 1-17, April.
    14. Uuld, Amar & Magda, Robert & Bilan, Yuriy, 2021. "An Analysis of Technical Efficiency of Vegetables’ Household Production in Mongolia," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(3), September.
    15. Munir Ahmad & Ghulam Mustafa Chaudhry & Mohammad Iqbal, 2002. "Wheat Productivity, Efficiency, and Sustainability: A Stochastic Production Frontier Analysis," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 41(4), pages 643-663.
    16. Agnieszka Bezat-Jarzębowska & Stephanie Krieger-Güss & Sebastian Jarzębowski & Brigitte Petersen, 2024. "Integration of the Food Supply Chain as a Driver of Sustainability: A Conceptual Framework," Agriculture, MDPI, vol. 14(8), pages 1-20, August.
    17. Nehring, Richard F. & Christensen, Lee A. & O'Donoghue, Erik J. & Sandretto, Carmen L., 2003. "Manure and Commercial Fertilizer Nutrients Relative to Cropland and Pasture Requirements: Is the Pollution Risk Growing on Corn/Livestock Farms?," 2003 Annual meeting, July 27-30, Montreal, Canada 21980, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    18. Wantchekon, Leonard & Riaz, Zara, 2019. "Mobile technology and food access," World Development, Elsevier, vol. 117(C), pages 344-356.
    19. Giannis Karagiannis & Vangelis Tzouvelekas, 2007. "A flexible time-varying specification of the technical inefficiency effects model," Empirical Economics, Springer, vol. 33(3), pages 531-540, November.
    20. Nehring, Richard & Erickson, Kenneth & Michael, Harris & Hallahan, Charlie & Katchova, Ani, 2016. "Heartland, Southern Seaboard, and Prairie Gateway: A Farm-Level Analysis," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235666, Agricultural and Applied Economics Association.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2022:i:1:p:150-:d:1011292. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.