IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i14p8786-d866389.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/14/8786/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/19/14/8786/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Mankiw, N. Gregory, 1992. "The reincarnation of Keynesian economics," European Economic Review, Elsevier, vol. 36(2-3), pages 559-565, April.
    9. 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.
    10. Cho, Dongchul & Graham, Stephen, 1996. "The other side of conditional convergence," Economics Letters, Elsevier, vol. 50(2), pages 285-290, February.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    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.
    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. Xuelan Li & Rui Guan, 2023. "How Does Agricultural Mechanization Service Affect Agricultural Green Transformation in China?," IJERPH, MDPI, vol. 20(2), pages 1-23, January.
    2. Yan Wang & Lingling Zuo & Shujing Qian, 2022. "Green-Biased Technical Change and Its Influencing Factors of Agriculture Industry: Empirical Evidence at the Provincial Level in China," IJERPH, MDPI, vol. 19(23), pages 1-24, December.
    3. Junxu Zhou & Yajun Chang & Rong Peng & Zijun Liu & Hang Luo & Min Ji, 2024. "Does Free Compulsory Education Matter for the Green Transformation of Agriculture? Evidence from Rural China," Agriculture, MDPI, vol. 14(5), pages 1-19, April.
    4. Rui Zhang & Lingling Zhang & Meijuan He & Zongzhi Wang, 2023. "Spatial Association Network and Driving Factors of Agricultural Eco-Efficiency in the Hanjiang River Basin, China," Agriculture, MDPI, vol. 13(6), pages 1-16, May.
    5. Long Qian & Yunjie Zhou & Ying Sun, 2023. "Regional Differences, Distribution Dynamics, and Convergence of the Green Total Factor Productivity of China’s Cities under the Dual Carbon Targets," Sustainability, MDPI, vol. 15(17), pages 1-26, August.
    6. Fuwei Wang & Lei Du & Minghua Tian, 2022. "Does Agricultural Credit Input Promote Agricultural Green Total Factor Productivity? Evidence from Spatial Panel Data of 30 Provinces in China," IJERPH, MDPI, vol. 20(1), pages 1-22, December.
    7. Feng Zhou & Chunhui Wen, 2024. "Research on the Evolution of the Spatial Association Network Structure and Driving Factors of China’s Agricultural Green Development," Agriculture, MDPI, vol. 14(5), pages 1-27, April.
    8. Pengwei Chen & Xuhui Ding & Mo Chen & Huiqi Song & Muhammad Imran, 2024. "The Impact of Resource Spatial Mismatch on the Configuration Analysis of Agricultural Green Total Factor Productivity," Agriculture, MDPI, vol. 15(1), pages 1-19, December.
    9. Xinxin Zhou & Tong Chen & Bangbang Zhang, 2023. "Research on the Impact of Digital Agriculture Development on Agricultural Green Total Factor Productivity," Land, MDPI, vol. 12(1), pages 1-20, January.
    10. Ping Wang & Weijun Tian & Huimin Cao, 2023. "Research on Agricultural Total Production Factors in the Bohai Bay Area Based on Agricultural Data from 2011 to 2020," Sustainability, MDPI, vol. 15(8), pages 1-11, April.

    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. Feng Ye & Zhongna Yang & Mark Yu & Susan Watson & Ashley Lovell, 2023. "Can Market-Oriented Reform of Agricultural Subsidies Promote the Growth of Agricultural Green Total Factor Productivity? Empirical Evidence from Maize in China," Agriculture, MDPI, vol. 13(2), pages 1-20, January.
    2. Zhuohui Yu & Qingning Lin & Changli Huang, 2022. "Re-Measurement of Agriculture Green Total Factor Productivity in China from a Carbon Sink Perspective," Agriculture, MDPI, vol. 12(12), pages 1-26, November.
    3. Feng Ye & Lang Wang & Amar Razzaq & Ting Tong & Qing Zhang & Azhar Abbas, 2023. "Policy Impacts of High-Standard Farmland Construction on Agricultural Sustainability: Total Factor Productivity-Based Analysis," Land, MDPI, vol. 12(2), pages 1-13, January.
    4. Long Qian & Yunjie Zhou & Ying Sun, 2023. "Regional Differences, Distribution Dynamics, and Convergence of the Green Total Factor Productivity of China’s Cities under the Dual Carbon Targets," Sustainability, MDPI, vol. 15(17), pages 1-26, August.
    5. Haisheng Chen & Manhong Shen, 2022. "Do Central Inspections of Environmental Protection Affect the Efficiency of the Green Economy? Evidence from China’s Yangtze River Delta," Sustainability, MDPI, vol. 15(1), pages 1-17, December.
    6. Li, Jianglong & Lin, Boqiang, 2017. "Does energy and CO2 emissions performance of China benefit from regional integration?," Energy Policy, Elsevier, vol. 101(C), pages 366-378.
    7. Lin, Jessie & Gupta, Anubhab, 2022. "Implications of Farm Size and Staple Production on Rural and Urban Food Security and Dietary Diversity," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321161, Agricultural Economics Society - AES.
    8. Xuelan Li & Rui Guan, 2023. "How Does Agricultural Mechanization Service Affect Agricultural Green Transformation in China?," IJERPH, MDPI, vol. 20(2), pages 1-23, January.
    9. Yang Liu & Yanlin Yang & Huihui Li & Kaiyang Zhong, 2022. "Digital Economy Development, Industrial Structure Upgrading and Green Total Factor Productivity: Empirical Evidence from China’s Cities," IJERPH, MDPI, vol. 19(4), pages 1-23, February.
    10. Bachewe, Fantu Nisrane & Minten, Bart & Tadesse, Fanaye & Taffesse, Alemayehu Seyoum, 2018. "The evolving livestock sector in Ethiopia: Growth by heads, not by productivity," ESSP working papers 122, International Food Policy Research Institute (IFPRI).
    11. Zhenghui Li & Hao Dong & Zimei Huang & Pierre Failler, 2019. "Impact of Foreign Direct Investment on Environmental Performance," Sustainability, MDPI, vol. 11(13), pages 1-16, June.
    12. Dan Pan & Yi Yu & Wei Hong & Shengdong Chen, 2024. "Does campaign-style environmental regulation induce green economic growth? Evidence from China's central environmental protection inspection policy," Energy & Environment, , vol. 35(5), pages 2382-2406, August.
    13. Lingyan Xu & Dandan Wang & Jianguo Du, 2022. "Spatial-Temporal Evolution and Influencing Factors of Urban Green and Smart Development Level in China: Evidence from 232 Prefecture-Level Cities," IJERPH, MDPI, vol. 19(7), pages 1-19, March.
    14. Abate, Gashaw T. & Dereje, Mekdim & Hirvonen, Kalle & Minten, Bart, 2020. "Geography of public service delivery in rural Ethiopia," World Development, Elsevier, vol. 136(C).
    15. Mauro Vigani & Hasan Dudu & Gloria Solano-Hermosilla, 2019. "Estimation of food demand parameters in Ethiopia: A Quadratic Almost Ideal Demand System (QUAIDS) approach," JRC Research Reports JRC117125, Joint Research Centre.
    16. Selin Ozyurt & Stephane Dees, 2015. "Regional dynamics of growth in the European Union: To what extent spatial spillovers matter?," ERSA conference papers ersa15p242, European Regional Science Association.
    17. Liu, Wei & Gao, Lixiang & Song, Hang & Huang, Mingdong, 2021. "Factor market distortion, technology change, and green growth in the Chinese civil airline industry," Journal of Asian Economics, Elsevier, vol. 77(C).
    18. Wenhan Ren & Yu Chen, 2022. "Realizing the Improvement of Green Total Factor Productivity of the Marine Economy—New Evidence from China’s Coastal Areas," IJERPH, MDPI, vol. 19(14), pages 1-22, July.
    19. Yanling Chen & Weiwei Fu & Jingyun Wang, 2022. "Evaluation and Influencing Factors of China’s Agricultural Productivity from the Perspective of Environmental Constraints," Sustainability, MDPI, vol. 14(5), pages 1-20, February.
    20. Selin Ozyurt, 2018. "Regional dynamics of economic performance in the EU: To what extent do spatial spillovers matter?," REGION, European Regional Science Association, vol. 5, pages 75-96.

    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:jijerp:v:19:y:2022:i:14:p:8786-:d:866389. 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.