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Spatial Distribution and Convergence of Agricultural Green Total Factor Productivity in China

Author

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  • Liping Zhu

    (Faculty of International Trade, Shanxi University of Finance and Economics, Taiyuan 030006, China)

  • Rui Shi

    (Faculty of International Trade, Shanxi University of Finance and Economics, Taiyuan 030006, China)

  • Lincheng Mi

    (Faculty of International Trade, Shanxi University of Finance and Economics, Taiyuan 030006, China)

  • Pu Liu

    (Faculty of International Trade, Shanxi University of Finance and Economics, Taiyuan 030006, China)

  • Guofeng Wang

    (Faculty of International Trade, Shanxi University of Finance and Economics, Taiyuan 030006, China)

Abstract

The power source, spatial-temporal differentiation and convergence of the growth rate of green total factor productivity in China’s agriculture were analyzed. The Malmquist index was used to measure the growth rate, and the spatial-temporal convergence was tested by σ convergence, absolute β convergence, conditional β convergence and dynamic spatial convergence. The study drew conclusions that the impetus for the intensive growth of green agriculture was insufficient, and the driving force for the growth of agricultural green total factor productivity (AGTFP) in the eastern, western and central region was green technology progress. In addition, AGTFP did not have an absolute σ convergence trend. Dynamic spatial absolute β and conditional β convergence indicated that regional differences were not completely related to regional endowment conditions, and regional green agricultural production was unbalanced. This study provides an important support for regional green development in China’s agriculture.

Suggested Citation

  • Liping Zhu & Rui Shi & Lincheng Mi & Pu Liu & Guofeng Wang, 2022. "Spatial Distribution and Convergence of Agricultural Green Total Factor Productivity in China," IJERPH, MDPI, vol. 19(14), pages 1-16, July.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:14:p:8786-:d:866389
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    1. Vandercasteelen, Joachim & Beyene, Seneshaw Tamru & Minten, Bart & Swinnen, Johan, 2018. "Cities and agricultural transformation in Africa: Evidence from Ethiopia," World Development, Elsevier, vol. 105(C), pages 383-399.
    2. Xiuhong Wang & Yili Zhang, 2019. "Emergy-Based Evaluation of Changes in Agrochemical Residues on the Qinghai–Tibet Plateau, China," Sustainability, MDPI, vol. 11(13), pages 1-12, July.
    3. Houjian Li & Xiaolei Zhou & Mengqian Tang & Lili Guo, 2022. "Impact of Population Aging and Renewable Energy Consumption on Agricultural Green Total Factor Productivity in Rural China: Evidence from Panel VAR Approach," Agriculture, MDPI, vol. 12(5), pages 1-19, May.
    4. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    5. Mankiw, N. Gregory, 1992. "The reincarnation of Keynesian economics," European Economic Review, Elsevier, vol. 36(2-3), pages 559-565, April.
    6. J. Paul Elhorst, 2014. "Dynamic Spatial Panels: Models, Methods and Inferences," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 95-119, Springer.
    7. Jakub Staniszewski & Łukasz Kryszak, 2022. "Do Structures Matter in the Process of Sustainable Intensification? A Case Study of Agriculture in the European Union Countries," Agriculture, MDPI, vol. 12(3), pages 1-19, February.
    8. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    9. Fare, Rolf & Grosskopf, Shawna & Tyteca, Daniel, 1996. "An activity analysis model of the environmental performance of firms--application to fossil-fuel-fired electric utilities," Ecological Economics, Elsevier, vol. 18(2), pages 161-175, August.
    10. Hahn, Jinyong & Ham, John C. & Moon, Hyungsik Roger, 2011. "The Hausman test and weak instruments," Journal of Econometrics, Elsevier, vol. 160(2), pages 289-299, February.
    11. Chong Huang & Kedong Yin & Hongbo Guo & Benshuo Yang, 2022. "Regional Differences and Convergence of Inter-Provincial Green Total Factor Productivity in China under Technological Heterogeneity," IJERPH, MDPI, vol. 19(9), pages 1-20, May.
    12. Man-Seop Park, 2010. "Capital and interest in horizontal innovation models," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 34(4), pages 755-772.
    13. Cho, Dongchul & Graham, Stephen, 1996. "The other side of conditional convergence," Economics Letters, Elsevier, vol. 50(2), pages 285-290, February.
    14. Haisheng Chen & Shuiping Zhu & Jianjun Sun & Kaiyang Zhong & Manhong Shen & Xiaoli Wang, 2022. "A Study of the Spatial Structure and Regional Interaction of Agricultural Green Total Factor Productivity in China Based on SNA and VAR Methods," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
    15. Yuanying Chi & Yangmei Xu & Xu Wang & Feng Jin & Jialin Li, 2021. "A Win–Win Scenario for Agricultural Green Development and Farmers’ Agricultural Income: An Empirical Analysis Based on the EKC Hypothesis," Sustainability, MDPI, vol. 13(15), pages 1-21, July.
    16. Xiaocang Xu & Xiuquan Huang & Jun Huang & Xin Gao & Linhong Chen, 2019. "Spatial-Temporal Characteristics of Agriculture Green Total Factor Productivity in China, 1998–2016: Based on More Sophisticated Calculations of Carbon Emissions," IJERPH, MDPI, vol. 16(20), pages 1-16, October.
    17. 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.
    18. Deng Jie Long & Li Tang, 2021. "The impact of socio-economic institutional change on agricultural carbon dioxide emission reduction in China," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-14, May.
    19. P. Shi & C‐L. Tsai, 1998. "A note on the unification of the Akaike information criterion," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 60(3), pages 551-558.
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