IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i4p1617-d1592040.html
   My bibliography  Save this article

Empowering Sustainable Farming: Harnessing Digital Technology for Green and Low-Carbon Agricultural Practices

Author

Listed:
  • Yanju Song

    (School of Business Administration, Liaoning Technical University, Huludao 125105, China)

  • Min Liu

    (School of Business Administration, Liaoning Technical University, Huludao 125105, China)

Abstract

Agricultural digitization is crucial for enhancing agricultural productivity and efficiency and promoting green low-carbon development. Based on the provincial panel data of China from 2012 to 2021, this study employs the entropy value method and the GML index based on SBM-DDF to quantify agricultural digitization and agricultural green total factor productivity. It utilizes two-way fixed effects, group regression, and threshold effect models to examine the influence of agricultural digitization in agriculture on the green and carbon-reduction progression of farming practices, as well as to clarify the underlying mechanisms behind these effects. The study finds that agricultural digitalization significantly promotes agricultural green low-carbon development. Green innovation and scale operation mediate the impact path of agricultural digitalization, and there is a threshold effect of digital financial inclusion. Moreover, agricultural digitization has a significant impact on the eastern region and a smaller impact on the central and western areas, and the effect is better in regions with high levels of innovation. The results of the study provide a scientific basis for the synergizing of agricultural digitization and agricultural development that is green and low-carbon, as well as for the construction of relevant subjects for interest cooperation and sharing mechanisms.

Suggested Citation

  • Yanju Song & Min Liu, 2025. "Empowering Sustainable Farming: Harnessing Digital Technology for Green and Low-Carbon Agricultural Practices," Sustainability, MDPI, vol. 17(4), pages 1-20, February.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:4:p:1617-:d:1592040
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/4/1617/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/17/4/1617/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    2. Chulin Pan & Yufeng Jiang & Mingliang Wang & Shuang Xu & Ming Xu & Yixin Dong, 2021. "How Can Agricultural Corporate Build Sustainable Competitive Advantage through Green Intellectual Capital? A New Environmental Management Approach to Green Agriculture," IJERPH, MDPI, vol. 18(15), pages 1-26, July.
    3. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    4. Fukuyama, Hirofumi & Weber, William L., 2009. "A directional slacks-based measure of technical inefficiency," Socio-Economic Planning Sciences, Elsevier, vol. 43(4), pages 274-287, December.
    5. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    6. Shamdasani, Yogita, 2021. "Rural road infrastructure & agricultural production: Evidence from India," Journal of Development Economics, Elsevier, vol. 152(C).
    Full references (including those not matched with items on IDEAS)

    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. Jian Hou & Heng Chen & Jianzhong Xu, 2017. "External Knowledge Sourcing and Green Innovation Growth with Environmental and Energy Regulations: Evidence from Manufacturing in China," Sustainability, MDPI, vol. 9(3), pages 1-17, February.
    2. Jiangfeng Hu & Zhao Wang & Qinghua Huang & Xiaoqin Zhang, 2019. "Environmental Regulation Intensity, Foreign Direct Investment, and Green Technology Spillover—An Empirical Study," Sustainability, MDPI, vol. 11(10), pages 1-15, May.
    3. Wei Qian & Yongsheng Wang, 2022. "How Do Rising Labor Costs Affect Green Total Factor Productivity? Based on the Industrial Intelligence Perspective," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    4. Songping Zhu & Azhong Ye, 2018. "Does the Impact of China’s Outward Foreign Direct Investment on Reverse Green Technology Process Differ across Countries?," Sustainability, MDPI, vol. 10(11), pages 1-19, October.
    5. Qingyan Zhu, 2023. "How Will the Relationship between Technological Innovation and Green Total Factor Productivity Change under the Influence of Service-Oriented Upgrading of Industrial Structure?," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    6. Zhang, Fuyu & Wang, Qiang & Li, Rongrong, 2024. "Linking natural resource abundance and green growth: The role of energy transition," Resources Policy, Elsevier, vol. 91(C).
    7. Kelbesa Megersa & Danny Cassimon, 2015. "Public Debt, Economic Growth, and Public Sector Management in Developing Countries: Is There a Link?," Public Administration & Development, Blackwell Publishing, vol. 35(5), pages 329-346, December.
    8. Baharumshah, Ahmad Zubaidi & Slesman, Ly & Wohar, Mark E., 2016. "Inflation, inflation uncertainty, and economic growth in emerging and developing countries: Panel data evidence," Economic Systems, Elsevier, vol. 40(4), pages 638-657.
    9. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    10. Masten, Arjana Brezigar & Coricelli, Fabrizio & Masten, Igor, 2008. "Non-linear growth effects of financial development: Does financial integration matter?," Journal of International Money and Finance, Elsevier, vol. 27(2), pages 295-313, March.
    11. Zhang, Xiaobei & Wang, Xiaojun, 2021. "Measures of human capital and the mechanics of economic growth," China Economic Review, Elsevier, vol. 68(C).
    12. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    13. Wang, Chao & Zhang, Yue-Jun, 2022. "The effect of environmental regulation and skill premium on the inflow of FDI:Evidence from Chinese industrial sectors," International Review of Economics & Finance, Elsevier, vol. 81(C), pages 227-242.
    14. Yanli Ji & Jie Xue & Kaiyang Zhong, 2022. "Does Environmental Regulation Promote Industrial Green Technology Progress? Empirical Evidence from China with a Heterogeneity Analysis," IJERPH, MDPI, vol. 19(1), pages 1-23, January.
    15. Carmela D'Avino, 2015. "Net Interoffice Accounts of Global Banks: The Role of Domestic Funding," IJFS, MDPI, vol. 3(3), pages 1-17, June.
    16. Long Qian & Yunjie Zhou & Ying Sun, 2023. "Regional Differences, Distribution Dynamics, and Convergence of the Green Total Factor Productivity of China’s Cities under the Dual Carbon Targets," Sustainability, MDPI, vol. 15(17), pages 1-26, August.
    17. Salman, Muhammad & Long, Xingle & Wang, Guimei & Zha, Donglan, 2022. "Paris climate agreement and global environmental efficiency: New evidence from fuzzy regression discontinuity design," Energy Policy, Elsevier, vol. 168(C).
    18. Chunhua Xin & Xiufeng Lai, 2022. "Does the Environmental Information Disclosure Promote the High-Quality Development of China’s Resource-Based Cities?," Sustainability, MDPI, vol. 14(11), pages 1-26, May.
    19. Cristina JUDE & Grégory LEVIEUGE, 2013. "Growth Effect of FDI in Developing Economies: the Role of Institutional Quality," LEO Working Papers / DR LEO 2251, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
    20. Junbai Pan & Kun Lv & Shurong Yu & Dian Fu, 2022. "What Mechanisms Do Financial Marketization and China’s Fiscal Decentralization Have on Regional Energy Intensity? Evidence Based on Spatial Spillover and Panel Threshold Effects Perspectives," IJERPH, MDPI, vol. 19(9), pages 1-27, May.

    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:17:y:2025:i:4:p:1617-:d:1592040. 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.