IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i4p3127-d1064539.html
   My bibliography  Save this article

Quantifying the Income-Increasing Effect of Digital Agriculture: Take the New Agricultural Tools of Smartphone as an Example

Author

Listed:
  • Xin Luo

    (College of Economics and Management, Jiangxi Agricultural University, Nanchang 330045, China)

  • Shubin Zhu

    (College of Economics and Management, Jiangxi Agricultural University, Nanchang 330045, China
    Rural Development Research Center of Jiangxi Province, Jiangxi Agricultural University, Nanchang 330045, China
    Institute of Jiangxi Selenium-Rich Agricultural Research, Jiangxi Agricultural University, Nanchang 330045, China)

  • Zhenjiang Song

    (College of Economics and Management, Jiangxi Agricultural University, Nanchang 330045, China
    Rural Development Research Center of Jiangxi Province, Jiangxi Agricultural University, Nanchang 330045, China
    Institute of Jiangxi Selenium-Rich Agricultural Research, Jiangxi Agricultural University, Nanchang 330045, China)

Abstract

Smartphones are increasingly used in rural areas and have become indispensable new farming tools in farmers’ production and their lives. Based on data from the 2018 China Household Tracking Survey, this study uses ordinary least squares regression with two-stage least squares as a benchmark regression to investigate the impact of the extent of smartphone use on farm household income. Our findings are as follows. ① The degree of use of new smartphone farming tools has a significant income-increasing effect on farm households. ② There is variability in the impact of the use of new smartphone farming tools on the income of farmers in different regions. The highest income-generating effects on the use of smartphone tools were found in the western region, followed by the eastern region, with the smallest effects found in the central region. ③ Low-income farmers have the highest income effects from using new smartphone farming tools. We therefore recommend further improving the digital infrastructure in rural areas to give full play to the driving force of digital technology.

Suggested Citation

  • Xin Luo & Shubin Zhu & Zhenjiang Song, 2023. "Quantifying the Income-Increasing Effect of Digital Agriculture: Take the New Agricultural Tools of Smartphone as an Example," IJERPH, MDPI, vol. 20(4), pages 1-16, February.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:4:p:3127-:d:1064539
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/4/3127/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/20/4/3127/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. Jung, Juan & López-Bazo, Enrique, 2020. "On the regional impact of broadband on productivity: The case of Brazil," Telecommunications Policy, Elsevier, vol. 44(1).
    3. Lopez-Sintas, Jordi & Lamberti, Giuseppe & Sukphan, Jakkapong, 2020. "The social structuring of the digital gap in a developing country. The impact of computer and internet access opportunities on internet use in Thailand," Technology in Society, Elsevier, vol. 63(C).
    4. Uwe Deichmann & Aparajita Goyal & Deepak Mishra, 2016. "Will digital technologies transform agriculture in developing countries?," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 21-33, November.
    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. Zhen Wang & Jiayi Zhu & Xieqihua Liu & Dongdong Ge & Bin Liu, 2023. "Research on Spatial-Temporal Characteristics and Affecting Factors of Agricultural Green Total Factor Productivity in Jiangxi Province," Sustainability, MDPI, vol. 15(11), pages 1-19, June.

    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. Neeraj Singh & Kushankur Dey, 2023. "A typology of agricultural market information systems and its dimensions: Case studies of digital platforms," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-22, December.
    2. 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.
    3. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    4. Karmen Erjavec & Marjan Janžekovič & Milena Kovač & Mojca Simčič & Andrej Mergeduš & Dušan Terčič & Marija Klopčič, 2021. "Changes in Use of Communication Channels by Livestock Farmers during the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(18), pages 1-14, September.
    5. Fuhong Zhang & Apurbo Sarkar & Hongyu Wang, 2021. "Does Internet and Information Technology Help Farmers to Maximize Profit: A Cross-Sectional Study of Apple Farmers in Shandong, China," Land, MDPI, vol. 10(4), pages 1-18, April.
    6. 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.
    7. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    8. Oughton, Edward J. & Amaglobeli, David & Moszoro, Marian, 2023. "What would it cost to connect the unconnected? Estimating global universal broadband infrastructure investment," Telecommunications Policy, Elsevier, vol. 47(10).
    9. Ku McMahan & Saad Usmani, 2022. "The Economic Benefits of Supporting Private Social Enterprise at the Nexus of Water and Agriculture: A Social Rate of Return Analysis of the Securing Water for Food Grand Challenge for Development," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    10. Mounir Dahmani & Mohamed Mabrouki & Adel Ben Youssef, 2022. "The Information and Communication Technologies-Economic Growth Nexus in Tunisia - A Cross-Section Dynamic Panel Approach," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 18(2), pages 161-174.
    11. Xian Liang & Hui Xiao & Fangmiao Hou & Xuan Guo & Lishan Li & Longjunjiang Huang, 2024. "Breaking the chains of poverty: examining the influence of smartphone usage on multidimensional poverty in rural settings," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    12. Wen Yao & Zhuo Sun, 2023. "The Impact of the Digital Economy on High-Quality Development of Agriculture: A China Case Study," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
    13. Ning Geng & Mengyao Wang & Zengjin Liu, 2022. "Farmland Transfer, Scale Management and Economies of Scale Assessment: Evidence from the Main Grain-Producing Shandong Province in China," Sustainability, MDPI, vol. 14(22), pages 1-16, November.
    14. Edward B. Barbier, 2023. "Overcoming digital poverty traps in rural Asia," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1403-1420, August.
    15. Kabbiri, Ronald & Dora, Manoj & Kumar, Vikas & Elepu, Gabriel & Gellynck, Xavier, 2018. "Mobile phone adoption in agri-food sector: Are farmers in Sub-Saharan Africa connected?," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 253-261.
    16. Reena das Nair & Namhla Landani, 2020. "Making agricultural value chains more inclusive through technology and innovation," WIDER Working Paper Series wp-2020-38, World Institute for Development Economic Research (UNU-WIDER).
    17. Xiaohui Li & Hang Xiong & Jinghui Hao & Gucheng Li, 2024. "Impacts of internet access and use on grain productivity: evidence from Central China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    18. Hailemariam Ayalew & Dagim G. Belay, 2020. "The Ethiopian Commodity Exchange and Spatial Price Dispersion: Disentangling Warehouse and Price Information effects," IFRO Working Paper 2020/01, University of Copenhagen, Department of Food and Resource Economics.
    19. Béné, Christophe, 2022. "Why the Great Food Transformation may not happen – A deep-dive into our food systems’ political economy, controversies and politics of evidence," World Development, Elsevier, vol. 154(C).
    20. Melia, Elvis, 2019. "The impact of information and communication technologies on jobs in Africa: a literature review," IDOS Discussion Papers 3/2019, German Institute of Development and Sustainability (IDOS).

    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:jijerp:v:20:y:2023:i:4:p:3127-:d:1064539. 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.