IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i12p2152-d987728.html
   My bibliography  Save this article

The Impact of Agricultural Digitization on the High-Quality Development of Agriculture: An Empirical Test Based on Provincial Panel Data

Author

Listed:
  • Ying Tang

    (School of Public Management, Liaoning University, Shenyang 110136, China)

  • Menghan Chen

    (School of Public Management, Liaoning University, Shenyang 110136, China)

Abstract

To study the impact mechanism and effect of agricultural digitization on the agricultural field plays a vital role in achieving the target of high-quality agricultural development. There are three perspectives that can be taken to construct the framework of analysis as to the impact mechanism of agricultural digitization on the high-quality development of agriculture: enhancing agricultural production efficiency, optimizing resource allocation and upgrading the industrial structure. Besides, the threshold effect of the education level of the labor force is also analyzed. Based on China’s provincial panel data from 2011 to 2020, the two-way fixed effects model and threshold effect test model are applied to verify the research hypothesis. It has been discovered that agricultural digitization is conducive to promoting the high-quality development of agriculture. Heterogeneity analysis shows that agricultural digitization plays a more significant role in the eastern region than in the central and western regions. There is a single threshold effect that depends on the education level of the rural labor force in the promotion of agricultural digitization to high-quality agricultural development. When the threshold is exceeded, agricultural digitization plays a more significant role in promoting high-quality agricultural development. There are three policy suggestions made to conclude the study. The first one is to improve the construction of agricultural digitization infrastructure. The second one is to pay attention to the differences in the development degree and demand between regions in the process of agricultural digitization construction. The last one is to improve the quality of the rural labor force and the input of scientific and technological talents in the agricultural industry.

Suggested Citation

  • Ying Tang & Menghan Chen, 2022. "The Impact of Agricultural Digitization on the High-Quality Development of Agriculture: An Empirical Test Based on Provincial Panel Data," Land, MDPI, vol. 11(12), pages 1-16, November.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:12:p:2152-:d:987728
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/12/2152/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/11/12/2152/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mockshell, Jonathan & Birner, Regina, 2020. "Who has the better story? On the narrative foundations of agricultural development dichotomies," World Development, Elsevier, vol. 135(C).
    2. Sarkar, Apurbo & Azim, Jony Abdul & Asif, Abdullah Al & Qian, Lu & Peau, Anamika Kor, 2021. "Structural equation modeling for indicators of sustainable agriculture: Prospective of a developing country’s agriculture," Land Use Policy, Elsevier, vol. 109(C).
    3. Bellon, Mauricio R. & Kotu, Bekele Hundie & Azzarri, Carlo & Caracciolo, Francesco, 2020. "To diversify or not to diversify, that is the question. Pursuing agricultural development for smallholder farmers in marginal areas of Ghana," World Development, Elsevier, vol. 125(C).
    4. Muhammad Kabir & Ruslan Rainis, 2015. "Adoption and intensity of integrated pest management (IPM) vegetable farming in Bangladesh: an approach to sustainable agricultural development," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 17(6), pages 1413-1429, December.
    5. Tanja Havemann & Christine Negra & Fred Werneck, 2020. "Blended finance for agriculture: exploring the constraints and possibilities of combining financial instruments for sustainable transitions," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 37(4), pages 1281-1292, December.
    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. Yuan, Xiao & Zhang, Jinlong & Shi, Jing & Wang, Jiachen, 2024. "What can green finance do for high-quality agricultural development? Fresh insights from China," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
    2. Jiquan Peng & Zihao Zhao & Lili Chen, 2022. "The Impact of High-Standard Farmland Construction Policy on Rural Poverty in China," Land, MDPI, vol. 11(9), pages 1-20, September.
    3. Sterie Cristina Maria & Petre Laurențiu Ionuț & Stoica Gabriela-Dalila & Dumitru Eduard Alexandru, 2024. "Assessing the Impact of Digitisation on Progress in Agriculture: A Bibliometric Analysis," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 1724-1733.
    4. Heng Wang & Yuting Tang, 2023. "Spatiotemporal Distribution and Influencing Factors of Coupling Coordination between Digital Village and Green and High-Quality Agricultural Development—Evidence from China," Sustainability, MDPI, vol. 15(10), pages 1-22, May.
    5. Yingyuan Liu & Qian Wan & Wenhui Chen, 2024. "Digital Inclusive Finance as a Catalyst for Rural Revitalization: An Empirical Analysis from the County Development Perspective in Hubei Province," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 11548-11580, September.

    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. Carlos Durán Gabela & Bernardo Trejos & Pablo Lamiño Jaramillo & Amy Boren-Alpízar, 2022. "Sustainable Agriculture: Relationship between Knowledge and Attitude among University Students," Sustainability, MDPI, vol. 14(23), pages 1-11, November.
    2. Neema Ciza Angélique & Vwima Stany & Philippe Lebailly & Hossein Azadi, 2022. "Agricultural Development in the Fight against Poverty: The Case of South Kivu, DR Congo," Land, MDPI, vol. 11(4), pages 1-24, March.
    3. Ignaciuk, Ada & Malevolti, Giulia & Scognamillo, Antonio & Sitko, Nicholas J., 2022. "Can food aid relax farmers’ constraints to adopting climate-adaptive agricultural practices? Evidence from Ethiopia, Malawi and the United Republic of Tanzania," ESA Working Papers 324073, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    4. Mockshell, Jonathan & Birner, Regina, 2021. "Agricultural Policy Processes: Influential Actors, Policy Networks and Competing Narratives," 2021 Conference, August 17-31, 2021, Virtual 315323, International Association of Agricultural Economists.
    5. Lucia Rocchi & Antonio Boggia & Luisa Paolotti, 2020. "Sustainable Agricultural Systems: A Bibliometrics Analysis of Ecological Modernization Approach," Sustainability, MDPI, vol. 12(22), pages 1-16, November.
    6. Soniya Bashyal & Dikshya Poudel & Bhola Gautam, 2022. "A Review On Cultural Practice As An Effective Pest Management Approach Under Integrated Pest Management," Tropical Agroecosystems (TAEC), Zibeline International Publishing, vol. 3(1), pages 34-40, September.
    7. Bedi, Shaibu Mellon & Azzarri, Carlo & Kotu, Bekele Hundi & Kornher, Lukas, 2021. "Scaling-up Agricultural Innovations: Who Should be Targeted?," 2021 Conference, August 17-31, 2021, Virtual 315267, International Association of Agricultural Economists.
    8. Bethany Cooper & Lin Crase & Michael Burton & Dan Rigby & Mohammad Jahangir Alam & Avinash Kishore, 2023. "Policy preferences of experts seeking to raise and stabilise farm incomes in the Eastern Gangetic Plains," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(3), pages 323-345, July.
    9. Ramazan Çakmakçı & Mehmet Ali Salık & Songül Çakmakçı, 2023. "Assessment and Principles of Environmentally Sustainable Food and Agriculture Systems," Agriculture, MDPI, vol. 13(5), pages 1-27, May.
    10. Md. Sadique Rahman & Monoj Kumar Majumder, 2021. "Drivers of adoption and impacts of an eco-friendly agricultural technology in Bangladesh," SN Business & Economics, Springer, vol. 1(12), pages 1-18, December.
    11. Sharmiladevi Jekka Chandrasekaran, 2024. "Agricultural Value Added in BRICS: A Panel Data Study," International Journal of Energy Economics and Policy, Econjournals, vol. 14(3), pages 171-178, May.
    12. repec:ags:ijaeri:334605 is not listed on IDEAS
    13. Kotu, Bekele Hundie & Oyinbo, Oyakhilomen & Hoeschle-Zeledon, Irmgard & Nurudeen, Abdul Rahman & Kizito, Fred & Boyubie, Benedict, 2022. "Smallholder farmers’ preferences for sustainable intensification attributes in maize production: Evidence from Ghana," World Development, Elsevier, vol. 152(C).
    14. Charity M. Wangithi & Beatrice W. Muriithi & Raphael Belmin, 2021. "Adoption and Dis-Adoption of Sustainable Agriculture: A Case of Farmers’ Innovations and Integrated Fruit Fly Management in Kenya," Agriculture, MDPI, vol. 11(4), pages 1-18, April.
    15. Dr. Adnan Abdelkarim Thiabat & Dr. Salameh S. Al-Nawafah & Dr. Mohammad Nassar D. Almarshad & Instructor, Business Management, Al-Balqa Applied University, Jordan, 2023. "The Effect of the Labor and Capital Components on the Production of the Agricultural Sector in Jordan Using the Cobb-Douglas Production Function," Journal of Agriculture and Crops, Academic Research Publishing Group, vol. 9(1), pages 32-41, 01-2023.
    16. Song, Xiaoqing & Wang, Xiong & Li, Xinyi & Zhang, Weina & Scheffran, Jürgen, 2021. "Policy-oriented versus market-induced: Factors influencing crop diversity across China," Ecological Economics, Elsevier, vol. 190(C).
    17. Isbell, Carina & Tobin, Daniel & Reynolds, Travis, 2021. "Motivations for maintaining crop diversity: Evidence from Vermont's seed systems," Ecological Economics, Elsevier, vol. 189(C).
    18. Elisabetta Gotor & Muhammed Abdella Usman & Martina Occelli & Basazen Fantahun & Carlo Fadda & Yosef Gebrehawaryat Kidane & Dejene Mengistu & Afewerki Yohannes Kiros & Jemal Nurhisen Mohammed & Mekone, 2021. "Wheat Varietal Diversification Increases Ethiopian Smallholders’ Food Security: Evidence from a Participatory Development Initiative," Sustainability, MDPI, vol. 13(3), pages 1-17, January.
    19. Lim, Krisha & Wichmann, Bruno & Luckert, Martin, 2021. "Adaptation, spatial effects, and targeting: Evidence from Africa and Asia," World Development, Elsevier, vol. 139(C).
    20. Yanqi Xie & Apurbo Sarkar & Md. Shakhawat Hossain & Ahmed Khairul Hasan & Xianli Xia, 2021. "Determinants of Farmers’ Confidence in Agricultural Production Recovery during the Early Phases of the COVID-19 Pandemic in China," Agriculture, MDPI, vol. 11(11), pages 1-22, October.
    21. Abdollahzadeh, Gholamhossein & Azadi, Hossein & Sharifzadeh, Mohammad Sharif & Jahangir, Leila & Janečková, Kristina & Sklenička, Petr & Tan, Rong & Witlox, Frank, 2021. "Landholders’ perception of conversion of steep lands to orchard schemes: Land use policy implications in North Iran," Land Use Policy, Elsevier, vol. 102(C).

    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:jlands:v:11:y:2022:i:12:p:2152-:d:987728. 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.