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

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  • 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
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    References listed on IDEAS

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    1. 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.
    2. 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.
    3. Anthony Rezitis, 2010. "Agricultural productivity and convergence: Europe and the United States," Applied Economics, Taylor & Francis Journals, vol. 42(8), pages 1029-1044.
    4. Gong, Binlei, 2020. "Agricultural productivity convergence in China," China Economic Review, Elsevier, vol. 60(C).
    5. 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.
    6. Kecuk Suhariyanto & Colin Thirtle, 2001. "Asian Agricultural Productivity and Convergence," Journal of Agricultural Economics, Wiley Blackwell, vol. 52(3), pages 96-110, September.
    7. 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.
    8. McErlean, Seamus & Wu, Ziping, 2003. "Regional agricultural labour productivity convergence in China," Food Policy, Elsevier, vol. 28(3), pages 237-252, June.
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    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.
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    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.

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