IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v13y2023i4p804-d1112613.html
   My bibliography  Save this article

Does Digital Inclusive Finance Development Affect the Agricultural Multifunctionality Extension? Evidence from China

Author

Listed:
  • Yafei Wang

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Jing Liu

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Huanhuan Huang

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Zhixiong Tan

    (School of Public Policy and Administration, Chongqing University, Chongqing 400044, China)

  • Lichen Zhang

    (School of Law, Chongqing University, Chongqing 400044, China)

Abstract

This paper constructs a comprehensive index system for agricultural multifunctionality extension to measure the agricultural multifunctionality development level in 30 sample provinces in China from 2011 to 2019, builds a model to explain theoretically and test empirically the impact of digital inclusive finance on agricultural multifunctionality extension using Peking University Digital Inclusive Finance Index, and discusses the moderating role of rural human capital in the above process. The main findings include: (1) The rapid increase in the development level of agricultural multifunctionality presents typical regional differences in several regions of China, showing the gradient characteristics of the eastern part higher than the central part and the central part higher than the western part. (2) Digital inclusive finance can significantly promote the agricultural multifunctionality extension, and significantly contribute to the growth of agricultural product supply, economic development and social security functions, while having a particular inhibitory effect on ecological environment function. (3) The width of coverage and depth of use of digital inclusive finance can affect agricultural multifunctionality extension. The digitalization degree inhibits agricultural multifunctionality extension. (4) Rural migratory human, educational human and healthy human capitals are significant positive moderators of the impact of digital inclusive finance on agricultural multifunctionality extension.

Suggested Citation

  • Yafei Wang & Jing Liu & Huanhuan Huang & Zhixiong Tan & Lichen Zhang, 2023. "Does Digital Inclusive Finance Development Affect the Agricultural Multifunctionality Extension? Evidence from China," Agriculture, MDPI, vol. 13(4), pages 1-20, March.
  • Handle: RePEc:gam:jagris:v:13:y:2023:i:4:p:804-:d:1112613
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/13/4/804/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/13/4/804/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Atella, Vincenzo & Brunetti, Marianna & Maestas, Nicole, 2012. "Household portfolio choices, health status and health care systems: A cross-country analysis based on SHARE," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1320-1335.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. 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.
    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. Yafei Wang & Zihan Zhao & Ming Xu & Zhixiong Tan & Jingwei Han & Lichen Zhang & Siying Chen, 2023. "Agriculture–Tourism Integration’s Impact on Agricultural Green Productivity in China," Agriculture, MDPI, vol. 13(10), pages 1-22, October.
    2. Guo, Bingnan & Feng, Yu & Lin, Ji, 2023. "Digital inclusive finance and digital transformation of enterprises," Finance Research Letters, Elsevier, vol. 57(C).

    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. Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Empirical Study towards the Drivers of Sustainable Economic Growth in EU-28 Countries," Sustainability, MDPI, vol. 10(1), pages 1-22, December.
    2. Youngho Kang & Byung-Yeon Kim, 2018. "Immigration and economic growth: do origin and destination matter?," Applied Economics, Taylor & Francis Journals, vol. 50(46), pages 4968-4984, October.
    3. Cho, Seo-young & Vadlamannati, Krishna Chaitanya, 2010. "Compliance for big brothers: An empirical analysis on the impact of the anti-trafficking protocol," University of Göttingen Working Papers in Economics 118, University of Goettingen, Department of Economics.
    4. Vieira, Flávio & MacDonald, Ronald & Damasceno, Aderbal, 2012. "The role of institutions in cross-section income and panel data growth models: A deeper investigation on the weakness and proliferation of instruments," Journal of Comparative Economics, Elsevier, vol. 40(1), pages 127-140.
    5. Hakkala, Katariina & Heyman, Fredrik & Sjöholm, Fredrik, 2007. "Cross-Border Acquisitions, Multinationals and Wage Elasticities," Working Paper Series 709, Research Institute of Industrial Economics.
    6. Tuba DERYA-BASKAN & Eda BALIKÇIOĞLU, 2018. "Firma Bileşenlerinin Halka Açık Perakende Firmalarında Kurumlar Vergisine Etkisi," Sosyoekonomi Journal, Sosyoekonomi Society, issue 26(37).
    7. Kitazawa, Yoshitsugu, 2001. "Exponential regression of dynamic panel data models," Economics Letters, Elsevier, vol. 73(1), pages 7-13, October.
    8. Steiner, Andreas, 2013. "The accumulation of foreign exchange by central banks: Fear of capital mobility?," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 409-427.
    9. Nuno Carlos LEITÃO & Muhammad SHAHBAZ, 2012. "Migration and Tourism Demand," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(2(567)), pages 39-48, February.
    10. Alessandra Canepa & Fawaz Khaled, 2018. "Housing, Housing Finance and Credit Risk," IJFS, MDPI, vol. 6(2), pages 1-23, May.
    11. Tahir Andrabi & Jishnu Das & Asim Ijaz Khwaja & Tristan Zajonc, 2011. "Do Value-Added Estimates Add Value? Accounting for Learning Dynamics," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 29-54, July.
    12. Raushan Bokusheva & Lukáš Čechura & Subal C. Kumbhakar, 2023. "Estimating persistent and transient technical efficiency and their determinants in the presence of heterogeneity and endogeneity," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(2), pages 450-472, June.
    13. Paul Raschky, 2007. "Estimating the effects of risk transfer mechanisms against floods in Europe and U.S.A.: A dynamic panel approach," Working Papers 2007-05, Faculty of Economics and Statistics, Universität Innsbruck.
    14. Efobi, Uchenna & Asongu, Simplice & Okafor, Chinelo & Tchamyou, Vanessa & Tanankem, Belmondo, 2016. "Diaspora Remittance Inflow, Financial Development and the Industrialisation of Africa," MPRA Paper 76121, University Library of Munich, Germany.
    15. Han, Chirok & Kim, Hyoungjong, 2014. "The role of constant instruments in dynamic panel estimation," Economics Letters, Elsevier, vol. 124(3), pages 500-503.
    16. Emrah Kocak & Hayriye Hilal Baglitas, 2022. "The path to sustainable municipal solid waste management: Do human development, energy efficiency, and income inequality matter?," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1947-1962, December.
    17. Simplice A. Asongu & Joseph I. Uduji & Elda N. Okolo-Obasi, 2020. "Drivers and persistence of death in conflicts: global evidence," Working Papers 20/066, European Xtramile Centre of African Studies (EXCAS).
    18. Huy Quang Doan, 2019. "Trade, Institutional Quality and Income: Empirical Evidence for Sub-Saharan Africa," Economies, MDPI, vol. 7(2), pages 1-23, May.
    19. Eschenhof, Sabine, 2009. "Standard Taylor rules revisited: A cross country study for European countries," Darmstadt Discussion Papers in Economics 196, Darmstadt University of Technology, Department of Law and Economics.
    20. Kjetil Bjorvatn & Mohammad Reza Farzanegan, 2014. "Resource Rents, Power, and Political Stability," CESifo Working Paper Series 4727, CESifo.

    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:jagris:v:13:y:2023:i:4:p:804-:d:1112613. 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.