IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v13y2023i6p1258-d1172756.html
   My bibliography  Save this article

Spatiotemporal Evolution and Spatial Convergence Analysis of Total Factor Productivity of Citrus in China

Author

Listed:
  • Yumeng Gu

    (College of Economics and Management, Huazhong Agriculture University, Wuhan 430070, China
    Institute of Horticultural Economics, Huazhong Agriculture University, Wuhan 430070, China
    Hubei Rural Development Research Center, Wuhan 430070, China)

  • Chunjie Qi

    (College of Economics and Management, Huazhong Agriculture University, Wuhan 430070, China
    Institute of Horticultural Economics, Huazhong Agriculture University, Wuhan 430070, China)

  • Fuxing Liu

    (College of Economics and Management, Huazhong Agriculture University, Wuhan 430070, China
    Hubei Rural Development Research Center, Wuhan 430070, China)

  • Quanyong Lei

    (College of Business, Yancheng Teachers University, Yancheng 224002, China)

  • Yuchao Ding

    (Institute of Economics, Shanghai Academy of Social Sciences, Shanghai 200235, China)

Abstract

In this study, the DEA–Malmquist index method was used to measure the total factor productivity of citrus in seven major mandarin-producing provinces and seven major tangerine-producing provinces in China from 2006 to 2020. Moran’s I index was used to test the spatial correlation of total factor productivity of mandarin and tangerine, and its σ convergence and β convergence characteristics were explored using coefficient of variation and spatial panel models. The results show that from the perspective of time series evolution, the growth rate of total factor productivity of mandarin and tangerine in China slowed down year by year after reaching the maximum value in 2008. Technological progress was the main factor affecting the total factor productivity of citrus. The total factor productivity growth of tangerine was more stable than that of mandarin, and the pure technical efficiency index and scale efficiency change index of mandarin and tangerine were not stable. From the perspective of regional differences, the total factor productivity of China’s main citrus-producing provinces all indicated positive growth, showing an increasing trend from east to west. The drivers of growth were mainly technological progress and scale efficiency. The regional differences in total factor productivity growth for mandarin were more obvious than for tangerine. The total factor productivity of mandarin and tangerine showed obvious spatial correlation characteristics; the positive spatial spillover effect was significant; and there were σ convergence, absolute β convergence, and conditional β convergence. Regional disparities in citrus industry development can be more objectively reflected by convergence analysis that takes spatial factors, economic and social factors, and other factors into account.

Suggested Citation

  • Yumeng Gu & Chunjie Qi & Fuxing Liu & Quanyong Lei & Yuchao Ding, 2023. "Spatiotemporal Evolution and Spatial Convergence Analysis of Total Factor Productivity of Citrus in China," Agriculture, MDPI, vol. 13(6), pages 1-14, June.
    • Handle: RePEc:gam:jagris:v:13:y:2023:i:6:p:1258-:d:1172756
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/13/6/1258/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2077-0472/13/6/1258/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kecuk Suhariyanto & Angela Lusigi & Colin Thirtle, 2001. "Productivity Growth and Convergence in Asian and African Agriculture," Palgrave Macmillan Books, in: Peter Lawrence & Colin Thirtle (ed.), Africa and Asia in Comparative Economic Perspective, chapter 14, pages 258-273, Palgrave Macmillan.
    2. Poudel, Biswo N. & Paudel, Krishna P. & Zilberman, David, 2011. "Agricultural Productivity Convergence: Myth or Reality?," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 43(1), pages 1-14, February.
    3. Kecuk Suhariyanto & Colin Thirtle, 2001. "Asian Agricultural Productivity and Convergence," Journal of Agricultural Economics, Wiley Blackwell, vol. 52(3), pages 96-110, September.
    4. 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.
    5. Anthony Rezitis, 2010. "Agricultural productivity and convergence: Europe and the United States," Applied Economics, Taylor & Francis Journals, vol. 42(8), pages 1029-1044.
    6. Chen, Po-Chi & Yu, Ming-Miin & Chang, Ching-Cheng & Hsu, Shih-Hsun, 2008. "Total factor productivity growth in China's agricultural sector," China Economic Review, Elsevier, vol. 19(4), pages 580-593, December.
    7. McErlean, Seamus & Wu, Ziping, 2003. "Regional agricultural labour productivity convergence in China," Food Policy, Elsevier, vol. 28(3), pages 237-252, June.
    8. Gong, Binlei, 2020. "Agricultural productivity convergence in China," China Economic Review, Elsevier, vol. 60(C).
    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. Yumeng Gu & Chunjie Qi & Yu He & Fuxing Liu & Beige Luo, 2023. "Spatial Correlation Network Structure of and Factors Influencing Technological Progress in Citrus-Producing Regions in China," Agriculture, MDPI, vol. 13(11), pages 1-20, November.
    2. Fanchao Kong & Kaixiao Zhang & Hengshu Fu & Lina Cui & Yang Li & Tengteng Wang, 2023. "Temporal–Spatial Variations and Convergence Analysis of Land Use Eco-Efficiency in the Urban Agglomerations of the Yellow River Basin in China," Sustainability, MDPI, vol. 15(16), pages 1-20, August.
    3. Filiberto Altobelli & Roberto Henke, 2024. "Economic Strategies and Policy Suggestions of Agricultural Sustainable Food Production," Agriculture, MDPI, vol. 14(3), pages 1-8, March.

    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. Gong, Binlei, 2020. "Agricultural productivity convergence in China," China Economic Review, Elsevier, vol. 60(C).
    2. Nin Pratt, Alejandro & Yu, Bingxin, 2008. "An updated look at the recovery of agricultural productivity in Sub-Saharan Africa:," IFPRI discussion papers 787, International Food Policy Research Institute (IFPRI).
    3. Spyros Niavis & George Vlontzos, 2019. "Seeking for Convergence in the Agricultural Sector Performance under the Changes of Uruguay Round and 1992 CAP Reform," Sustainability, MDPI, vol. 11(15), pages 1-13, July.
    4. Zbigniew Golas, 2019. "Labour Productivity Growth and Convergence in Agriculture of the European Union," International Journal of Economics and Financial Issues, Econjournals, vol. 9(4), pages 11-17.
    5. Wang, Sun Ling & Huang, Jikun & Wang, Xiaobing & Tuan, Francis, 2016. "China’s Regional Agricultural Productivity Growth: Catching Up or Lagging Behind," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235709, Agricultural and Applied Economics Association.
    6. Nin Pratt, Alejandro & Falconi, César & Ludeña, Carlos E. & Martel, Pedro, 2015. "Productivity and the Performance of Agriculture in Latin America and the Caribbean: From the Lost Decade to the Commodity Boom," IDB Publications (Working Papers) 7306, Inter-American Development Bank.
    7. Wang, S.L. & Huang, J. & Wang, X. & Tuan, F., 2018. "Convergence in China's Regional Agricultural Productivity: Catching up or Lagging Behind?," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276051, International Association of Agricultural Economists.
    8. Galanopoulos, Konstantinos & Lindberg, Emma & Surry, Yves R. & Mattas, Konstadinos, 2006. "Agricultural productivity growth in the Mediterranean and tests of convergence among countries," 98th Seminar, June 29-July 2, 2006, Chania, Crete, Greece 10101, European Association of Agricultural Economists.
    9. Mita Bagchi & Sanzidur Rahman & Yao Shunbo, 2019. "Growth in Agricultural Productivity and Its Components in Bangladeshi Regions (1987–2009): An Application of Bootstrapped Data Envelopment Analysis (DEA)," Economies, MDPI, vol. 7(2), pages 1-16, May.
    10. S. C. West & A. W. Mugera & R. S. Kingwell, 2022. "The choice of efficiency benchmarking metric in evaluating firm productivity and viability," Journal of Productivity Analysis, Springer, vol. 57(2), pages 193-211, April.
    11. Baltzer, Kenneth & Kløverpris, Jesper, 2008. "Improving the land use specification in the GTAP model," Conference papers 331748, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    12. Tim J. Coelli & D. S. Prasada Rao, 2005. "Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980–2000," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 115-134, January.
    13. Mounir Belloumi & Mohamed Salah Matoussi, 2008. "Measuring Agricultural Productivity Growth in MENA Countries," Working Papers 416, Economic Research Forum, revised 06 Jan 2008.
    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. Dakpo, K Herve & Jeanneaux, Philippe & Latruffe, Laure & Mosnier, Claire & Veysset, Patrick, 2018. "Three decades of productivity change in French beef production: a F€are-Primont index decomposition," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(3), July.
    16. Iveta Palecková, 2017. "Application of Window Malmquist Index for Examination of Efficiency Change of Czech Commercial Banks," DANUBE: Law and Economics Review, European Association Comenius - EACO, issue 3, pages 173-190, September.
    17. 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.
    18. Wang, Sun Ling & Huang, Jikun & Wang, Xiaobing & Tuan, Francis, 2019. "Are China’s regional agricultural productivities converging: How and why?," Food Policy, Elsevier, vol. 86(C), pages 1-1.
    19. Arkadiusz Kijek & Tomasz Kijek & Anna Nowak & Adam Skrzypek, 2019. "Productivity and its convergence in agriculture in new and old European Union member states," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 65(1), pages 01-09.
    20. Jules-Daniel Wurlod & Derek Eaton, 2015. "Chasing After the Frontier in Agricultural Productivity," CIES Research Paper series 37-2015, Centre for International Environmental Studies, The Graduate Institute.

    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:6:p:1258-:d:1172756. 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.