IDEAS home Printed from https://ideas.repec.org/a/ags/ifaamr/338642.html
   My bibliography  Save this article

Assessing the impact of digital financial inclusion on agricultural total factor productivity in China

Author

Listed:
  • Zhai, Shixian
  • Peng, Chao
  • Sheng, Yu

Abstract

Based on panel data from the National rural fixed point survey from 2011 to 2018 and the Peking University digital financial inclusion (DFI) index data, this article uses the dynamic panel fixed effect model to analyze the effect of access to digital inclusive financing platforms on agricultural total factor productivity (TFP) and its contributing factors at the household level. The results show that DFI have a significant hysteresis positive impact on agricultural TFP and its two components, agricultural technical progress and agricultural technical efficiency change. And the usage depth of financial services has the greatest effect in three dimensions of DFI index.

Suggested Citation

  • Zhai, Shixian & Peng, Chao & Sheng, Yu, 2023. "Assessing the impact of digital financial inclusion on agricultural total factor productivity in China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 26(3), January.
    • Handle: RePEc:ags:ifaamr:338642
    DOI: 10.22004/ag.econ.338642
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/338642/files/zhai-et-al-2023-assessing-the-impact-of-digital-financial-inclusion-on-agricultural-total-factor-productivity-in-china.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.338642?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Gong, Binlei, 2018. "Agricultural reforms and production in China: Changes in provincial production function and productivity in 1978–2015," Journal of Development Economics, Elsevier, vol. 132(C), pages 18-31.
    2. Bizimana, Claude & Nieuwoudt, W. Lieb & Ferrer, Stuart R.D., 2004. "Farm size, land fragmentation and economic efficiency in southern Rwanda," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 43(2), pages 1-19, June.
    3. Léon, Florian & Zins, Alexandra, 2020. "Regional foreign banks and financial inclusion: Evidence from Africa," Economic Modelling, Elsevier, vol. 84(C), pages 102-116.
    4. Vighneswara Swamy & Dharani M, 2016. "Analyzing the agricultural value chain financing: approaches and tools in India," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(2), pages 211-232, July.
    5. Sanzidur Rahman & Ruhul Salim, 2013. "Six Decades of Total Factor Productivity Change and Sources of Growth in Bangladesh Agriculture (1948–2008)," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(2), pages 275-294, June.
    6. Hu, Yue & Liu, Chang & Peng, Jiangang, 2021. "Financial inclusion and agricultural total factor productivity growth in China," Economic Modelling, Elsevier, vol. 96(C), pages 68-82.
    7. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    8. Fulginiti, Lilyan E. & Perrin, Richard K., 1997. "LDC agriculture: Nonparametric Malmquist productivity indexes," Journal of Development Economics, Elsevier, vol. 53(2), pages 373-390, August.
    9. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    10. Bachewe, Fantu N. & Berhane, Guush & Minten, Bart & Taffesse, Alemayehu S., 2018. "Agricultural Transformation in Africa? Assessing the Evidence in Ethiopia," World Development, Elsevier, vol. 105(C), pages 286-298.
    11. Derek Headey & Mohammad Alauddin & D.S. Prasada Rao, 2010. "Explaining agricultural productivity growth: an international perspective," Agricultural Economics, International Association of Agricultural Economists, vol. 41(1), pages 1-14, January.
    12. Beck, Thorsten & Demirguc-Kunt, Asli & Martinez Peria, Maria Soledad, 2007. "Reaching out: Access to and use of banking services across countries," Journal of Financial Economics, Elsevier, vol. 85(1), pages 234-266, July.
    13. Oleg Badunenko & Diego Romero‐Ávila, 2013. "Financial Development And The Sources Of Growth And Convergence," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(2), pages 629-663, May.
    14. Hayami, Yujiro & Ruttan, Vernon W, 1970. "Agricultural Productivity Differences Among Countries," American Economic Review, American Economic Association, vol. 60(5), pages 895-911, December.
    15. Läpple, Doris & Renwick, Alan & Thorne, Fiona, 2015. "Measuring and understanding the drivers of agricultural innovation: Evidence from Ireland," Food Policy, Elsevier, vol. 51(C), pages 1-8.
    16. Rada, Nicholas & Helfand, Steven & Magalhães, Marcelo, 2019. "Agricultural productivity growth in Brazil: Large and small farms excel," Food Policy, Elsevier, vol. 84(C), pages 176-185.
    17. Cao, Kang Hua & Birchenall, Javier A., 2013. "Agricultural productivity, structural change, and economic growth in post-reform China," Journal of Development Economics, Elsevier, vol. 104(C), pages 165-180.
    18. Ang, Frederic & Kerstens, Pieter Jan, 2017. "Decomposing the Luenberger–Hicks–Moorsteen Total Factor Productivity indicator: An application to U.S. agriculture," European Journal of Operational Research, Elsevier, vol. 260(1), pages 359-375.
    19. Kou, Mingting & Yang, Yuanqi & Chen, Kaihua, 2020. "The impact of external R&D financing on innovation process from a supply-demand perspective," Economic Modelling, Elsevier, vol. 92(C), pages 375-387.
    20. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    21. Kumbhakar,Subal C. & Lovell,C. A. Knox, 2003. "Stochastic Frontier Analysis," Cambridge Books, Cambridge University Press, number 9780521666633, September.
    22. Jindřich ŠPIČKA & Ondřej MACHEK, 2015. "Change in the production efficiency of European specialized milk farming," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 61(1), pages 1-13.
    23. Assuncao, Juliano J. & Ghatak, Maitreesh, 2003. "Can unobserved heterogeneity in farmer ability explain the inverse relationship between farm size and productivity," Economics Letters, Elsevier, vol. 80(2), pages 189-194, August.
    24. Feng-Wen Chen & Yuan Feng & Wei Wang, 2018. "Impacts of Financial Inclusion on Non-Performing Loans of Commercial Banks: Evidence from China," Sustainability, MDPI, vol. 10(9), pages 1-28, August.
    25. Vighneswara Swamy & Dharani M, 2016. "Analyzing the agricultural value chain financing: approaches and tools in India," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(2), pages 211-232, July.
    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. Hu, Yue & Liu, Chang & Peng, Jiangang, 2021. "Financial inclusion and agricultural total factor productivity growth in China," Economic Modelling, Elsevier, vol. 96(C), pages 68-82.
    2. Yanling Chen & Weiwei Fu & Jingyun Wang, 2022. "Evaluation and Influencing Factors of China’s Agricultural Productivity from the Perspective of Environmental Constraints," Sustainability, MDPI, vol. 14(5), pages 1-20, February.
    3. Yue Hu & Siwei Lu & Huiyuan Zhang & Guibo Liu & Jiangang Peng, 2021. "Empirical Analysis on the Performance of Rural Credit Cooperative’s Shareholding Reform Based on the Rationale of Isomorphic Incentive Compatibility," Sustainability, MDPI, vol. 13(5), pages 1-29, March.
    4. Jianxu Liu & Xiaoqing Li & Shutong Liu & Sanzidur Rahman & Songsak Sriboonchitta, 2022. "Addressing Rural–Urban Income Gap in China through Farmers’ Education and Agricultural Productivity Growth via Mediation and Interaction Effects," Agriculture, MDPI, vol. 12(11), pages 1-23, November.
    5. Jan Kluge & Sarah Lappöhn & Kerstin Plank, 2023. "Predictors of TFP growth in European countries," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(1), pages 109-140, February.
    6. Eduardo Rodrigues Sanguinet & Francisco de Borja García-García, 2023. "Rural-Urban Linkages: Regional Financial Business Services’ Integration into Chilean Agri-Food Value Chains," Sustainability, MDPI, vol. 15(14), pages 1-22, July.
    7. Roengchai Tansuchat, 2023. "A Copula-Based Meta-Stochastic Frontier Analysis for Comparing Traditional and HDPE Geomembranes Technology in Sea Salt Farming among Farmers in Phetchaburi, Thailand," Agriculture, MDPI, vol. 13(4), pages 1-23, March.
    8. Lukáš Čechura & Zdeňka Žáková Kroupová, 2021. "Technical Efficiency in the European Dairy Industry: Can We Observe Systematic Failures in the Efficiency of Input Use?," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
    9. Cho, Tsui-Yueh & Chen, Yi-Shuan, 2021. "The impact of financial technology on China’s banking industry: An application of the metafrontier cost Malmquist productivity index," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    10. Bannor, Frank & Dikgang, Johane & Gelo, Dambala, 2021. "Agricultural total factor productivity growth, technical efficiency, and climate variability in sub-Saharan Africa," EconStor Preprints 231310, ZBW - Leibniz Information Centre for Economics.
    11. Syed Manzur Quader & Mohammad Nayeem Abdullah, 2020. "How financial market in Bangladesh appraises efficiency?," Economic Change and Restructuring, Springer, vol. 53(3), pages 475-494, August.
    12. Tovar, Beatriz & Javier Ramos-Real, Francisco & de Almeida, Edmar Fagundes, 2011. "Firm size and productivity. Evidence from the electricity distribution industry in Brazil," Energy Policy, Elsevier, vol. 39(2), pages 826-833, February.
    13. Rungsuriyawiboon, Supawat & Lissitsa, Alexej, 2006. "Agricultural Productivity Growth In The European Union And Transition Countries," IAMO Discussion Papers 14903, Institute of Agricultural Development in Transition Economies (IAMO).
    14. Jianxu Liu & Mengjiao Wang & Li Yang & Sanzidur Rahman & Songsak Sriboonchitta, 2020. "Agricultural Productivity Growth and Its Determinants in South and Southeast Asian Countries," Sustainability, MDPI, vol. 12(12), pages 1-21, June.
    15. Rendao Ye & Yue Qi & Wenyan Zhu, 2023. "Impact of Agricultural Industrial Agglomeration on Agricultural Environmental Efficiency in China: A Spatial Econometric Analysis," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    16. Lingran Yuan & Shurui Zhang & Shuo Wang & Zesen Qian & Binlei Gong, 2021. "World agricultural convergence," Journal of Productivity Analysis, Springer, vol. 55(2), pages 135-153, April.
    17. Bournakis, Ioannis & Mallick, Sushanta, 2018. "TFP estimation at firm level: The fiscal aspect of productivity convergence in the UK," Economic Modelling, Elsevier, vol. 70(C), pages 579-590.
    18. Nguyen, Hoa-Thi-Minh & Do, Huong & Kompas, Tom, 2021. "Economic efficiency versus social equity: The productivity challenge for rice production in a ‘greying’ rural Vietnam," World Development, Elsevier, vol. 148(C).
    19. Villalba, Roberto & Venus, Terese E. & Sauer, Johannes, 2023. "The ecosystem approach to agricultural value chain finance: A framework for rural credit," World Development, Elsevier, vol. 164(C).
    20. Binlei Gong, 2020. "New Growth Accounting," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(2), pages 641-661, March.

    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:ags:ifaamr:338642. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/ifamaea.html .

    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.