IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i12p6773-d575413.html
   My bibliography  Save this article

Sustainable Agricultural Total Factor Productivity and Its Spatial Relationship with Urbanization in China

Author

Listed:
  • Jinkai Li

    (Institute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

  • Jueying Chen

    (Institute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

  • Heguang Liu

    (Institute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

Abstract

The growth of agricultural total factor productivity (TFP) is seen as a driving force for the sustainable development of agriculture. Meanwhile, the promotion of urbanization in China has exerted a profound impact on agricultural production. This paper calculates the agricultural TFP and analyzes the effect of urbanization. Firstly, the DEA-Malmquist method is used to calculate the dynamic change in agricultural TFP in China from 2004 to 2016. Secondly, the spatial spillover effect of urbanization on agricultural TFP is investigated by the spatial Durbin model. We found that: the average annual growth rate of agricultural TFP in China is 4.8% from 2004 to 2016; and the spillover effect of urbanization on agricultural TFP shows a U-shaped relationship, which means that urbanization has exerted a negative effect first and then a positive effect on agricultural TFP. Finally, the paper puts forward policy suggestions from the perspective of sustainable coordination of urbanization and agricultural production.

Suggested Citation

  • Jinkai Li & Jueying Chen & Heguang Liu, 2021. "Sustainable Agricultural Total Factor Productivity and Its Spatial Relationship with Urbanization in China," Sustainability, MDPI, vol. 13(12), pages 1-15, June.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:12:p:6773-:d:575413
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/12/6773/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/12/6773/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yuan, Yuan & Wang, Mingshu & Zhu, Yi & Huang, Xianjin & Xiong, Xuefeng, 2020. "Urbanization’s effects on the urban-rural income gap in China: A meta-regression analysis," Land Use Policy, Elsevier, vol. 99(C).
    2. Wang, Xiang & Shao, Shuai & Li, Ling, 2019. "Agricultural inputs, urbanization, and urban-rural income disparity: Evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 67-84.
    3. Mark W. Rosegrant & Robert E. Evenson, 1992. "Agricultural Productivity and Sources of Growth in South Asia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(3), pages 757-761.
    4. Feng, Weilun & Liu, Yansui & Qu, Lulu, 2019. "Effect of land-centered urbanization on rural development: A regional analysis in China," Land Use Policy, Elsevier, vol. 87(C).
    5. Philippe Aghion & Patrick Bolton, 1997. "A Theory of Trickle-Down Growth and Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 151-172.
    6. Li, Jintao & Li, Yixue, 2019. "Influence measurement of rapid urbanization on agricultural production factors based on provincial panel data," Socio-Economic Planning Sciences, Elsevier, vol. 67(C), pages 69-77.
    7. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    8. Hausman, Jerry & Stock, James H. & Yogo, Motohiro, 2005. "Asymptotic properties of the Hahn-Hausman test for weak-instruments," Economics Letters, Elsevier, vol. 89(3), pages 333-342, December.
    9. Deng, Xiangzheng & Gibson, John, 2019. "Improving eco-efficiency for the sustainable agricultural production: A case study in Shandong, China," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 394-400.
    10. L. Gutierrez & M. M. Gutierrez, 2003. "International R&D spillovers and productivity growth in the agricultural sector. A panel cointegration approach," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 30(3), pages 281-303, September.
    11. 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.
    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. Yanyan Gao, 2010. "Urban Bias, Rural-Urban Income Gap and Agricultural Growth: the Resource-Diverting Effect of Rural-Urban Income Gap in China," Monash Economics Working Papers 34-10, Monash University, Department of Economics.
    14. Jesus Felipe, 1999. "Total factor productivity growth in East Asia: A critical survey," Journal of Development Studies, Taylor & Francis Journals, vol. 35(4), pages 1-41.
    15. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    16. Edward K.Y. Chen, 1997. "The Total Factor Productivity Debate: Determinants of Economic Growth in East Asia," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 11(1), pages 18-38, May.
    17. Richard Lipsey & Kenneth Carlaw, 2004. "Total factor productivity and the measurement of technological change," Canadian Journal of Economics, Canadian Economics Association, vol. 37(4), pages 1118-1150, November.
    18. Adetutu, Morakinyo O. & Ajayi, Victor, 2020. "The impact of domestic and foreign R&D on agricultural productivity in sub-Saharan Africa," World Development, Elsevier, vol. 125(C).
    19. Shiuh-Nan Hwang & Tong-Liang Kao, 2008. "Using two-stage DEA to measure managerial efficiency change of non-life insurance companies in Taiwan," International Journal of Management and Decision Making, Inderscience Enterprises Ltd, vol. 9(4), pages 377-401.
    20. Vogelsang, Timothy J., 2012. "Heteroskedasticity, autocorrelation, and spatial correlation robust inference in linear panel models with fixed-effects," Journal of Econometrics, Elsevier, vol. 166(2), pages 303-319.
    21. Luc Anselin & Daniel A. Griffith, 1988. "Do Spatial Effecfs Really Matter In Regression Analysis?," Papers in Regional Science, Wiley Blackwell, vol. 65(1), pages 11-34, January.
    22. Walid Oueslati & Julien Salanié & JunJie Wu, 2019. "Urbanization and agricultural productivity: some lessons from European cities," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 225-249.
    23. Dingde Xu & Zhuolin Yong & Xin Deng & Linmei Zhuang & Chen Qing, 2020. "Rural-Urban Migration and its Effect on Land Transfer in Rural China," Land, MDPI, vol. 9(3), pages 1-15, March.
    24. Yangho Chung & Rolf Fare, 1995. "Productivity and Undesirable Outputs: A Directional Distance Function Approach," Microeconomics 9511002, University Library of Munich, Germany, revised 09 Nov 1995.
    25. Gong, Binlei, 2018. "Agricultural reforms and production in China: Changes in provincial production function and productivity in 1978–2015," Journal of Development Economics, Elsevier, vol. 132(C), pages 18-31.
    26. James Levinsohn & Amil Petrin, 2000. "Estimating Production Functions Using Inputs to Control for Unobservables," NBER Working Papers 7819, National Bureau of Economic Research, Inc.
    27. 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.
    28. Dan Yu & Dongyan Wang & Wenbo Li & Shuhan Liu & Yuanli Zhu & Wenjun Wu & Yongheng Zhou, 2018. "Decreased Landscape Ecological Security of Peri-Urban Cultivated Land Following Rapid Urbanization: An Impediment to Sustainable Agriculture," Sustainability, MDPI, vol. 10(2), pages 1-16, February.
    29. Zhongqi Deng & Qianyu Zhao & Helen X. H. Bao, 2020. "The Impact of Urbanization on Farmland Productivity: Implications for China’s Requisition–Compensation Balance of Farmland Policy," Land, MDPI, vol. 9(9), pages 1-24, September.
    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. 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.
    2. Chuan Tian & Guohui Feng & Huanyu Li, 2023. "Empirical Study on the Impact of Urbanization and Carbon Emissions under the Dual-Carbon Framework Based on Coupling and Coordination," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    3. Leonidas Sotirios Kyrgiakos & Georgios Kleftodimos & George Vlontzos & Panos M. Pardalos, 2023. "A systematic literature review of data envelopment analysis implementation in agriculture under the prism of sustainability," Operational Research, Springer, vol. 23(1), pages 1-38, March.
    4. Arindam Paul & Dukhabandhu Sahoo & Amrita Jena, 2023. "Asymmetric impacts of ICT and energy intensity on agricultural productivity: Evidence from Asia‐Pacific region," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1537-1561, August.
    5. Shuai Qin & Zheying Han & Hong Chen & Haokun Wang & Cheng Guo, 2022. "High-Quality Development of Chinese Agriculture under Factor Misallocation," IJERPH, MDPI, vol. 19(16), pages 1-20, August.
    6. Fei Chen & Guotong Qiao & Na Wang & Dandan Zhang, 2022. "Study on the Influence of Population Urbanization on Agricultural Eco-Efficiency and on Agricultural Eco-Efficiency Remeasuring in China," Sustainability, MDPI, vol. 14(20), pages 1-18, October.
    7. Deping Ye & Shangsong Zhen & Wei Wang & Yunqiang Liu, 2023. "Spatial double dividend from China’s main grain-producing areas policy: total factor productivity and the net carbon effect," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-22, December.
    8. 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.
    9. Sun, Yunpeng & Razzaq, Asif & Kizys, Renatas & Bao, Qun, 2022. "High-speed rail and urban green productivity: The mediating role of climatic conditions in China," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    10. Yuanying Chi & Wenbing Zhou & Zhenyu Wang & Yu Hu & Xiao Han, 2021. "The Influence Paths of Agricultural Mechanization on Green Agricultural Development," Sustainability, MDPI, vol. 13(23), pages 1-16, November.
    11. Guang Chen & Yue Deng & Apurbo Sarkar & Zhengbing Wang, 2022. "An Integrated Assessment of Different Types of Environment-Friendly Technological Progress and Their Spatial Spillover Effects in the Chinese Agriculture Sector," Agriculture, MDPI, vol. 12(7), pages 1-24, July.

    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. 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.
    2. Jianxu Liu & Xiaoqing Li & Shutong Liu & Sanzidur Rahman & Songsak Sriboonchitta, 2022. "Addressing Rural–Urban Income Gap in China through Farmers’ Education and Agricultural Productivity Growth via Mediation and Interaction Effects," Agriculture, MDPI, vol. 12(11), pages 1-23, November.
    3. 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.
    4. Bhushan, S., 2016. "TFP Growth of Wheat and Paddy in Post-Green Revolution Era in India: Parametric and Non-Parametric Analysis," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 29(1).
    5. Tian, Xu & Yu, Xiaohua, 2012. "The Enigmas of TFP in China: A meta-analysis," China Economic Review, Elsevier, vol. 23(2), pages 396-414.
    6. Hongyun Zheng & Wanglin Ma, 2021. "The role of resource reallocation in promoting total factor productivity growth: Insights from China’s agricultural sector," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2350-2371, November.
    7. Tang, Jianjun & Gong, Jiaowei & Ma, Wanglin & Rahut, Dil Bahadur, 2022. "Narrowing urban–rural income gap in China: The role of the targeted poverty alleviation program," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 74-90.
    8. Jintao Zhan & Yubei Ma & Wuyang Hu & Chao Chen & Qinan Lu, 2022. "Enhancing rural income through public agricultural R&D: Spatial spillover and infrastructure thresholds," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 1083-1107, May.
    9. Lindikaya W. Myeki & Yonas T. Bahta & Nicolette Matthews, 2022. "Exploring the Growth of Agricultural Productivity in AFRICA: A Färe-Primont Index Approach," Agriculture, MDPI, vol. 12(8), pages 1-17, August.
    10. Gong, Binlei, 2020. "Agricultural productivity convergence in China," China Economic Review, Elsevier, vol. 60(C).
    11. Abdoulaye Kané, 2022. "Measurement of total factor productivity: Evidence from French construction firms," EconomiX Working Papers 2022-9, University of Paris Nanterre, EconomiX.
    12. Viktoria Kocsis & Victoria Shestalova & Henry van der Wiel & Nick Zubanov & Ruslan Lukach & Bert Minne, 2009. "Relation entry, exit and productivity: an overview of recent theoretical and empirical literature," CPB Document 180.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    13. Kuosmanen, Timo & Johnson, Andrew, 2017. "Modeling joint production of multiple outputs in StoNED: Directional distance function approach," European Journal of Operational Research, Elsevier, vol. 262(2), pages 792-801.
    14. Md Aslam Mia & V. G. R. Chandran, 2016. "Measuring Financial and Social Outreach Productivity of Microfinance Institutions in Bangladesh," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(2), pages 505-527, June.
    15. Sabri Boubaker & Riadh Manita & Wael Rouatbi, 2021. "Large shareholders, control contestability and firm productive efficiency," Annals of Operations Research, Springer, vol. 296(1), pages 591-614, January.
    16. Li, Mengxu & Liu, Jianghua & Chen, Yang & Yang, Zhijiu, 2023. "Can sustainable development strategy reduce income inequality in resource-based regions? A natural resource dependence perspective," Resources Policy, Elsevier, vol. 81(C).
    17. Cororaton, Caesar B. & Cuenca, Janet S., 2001. "Estimates of Total Factor Productivity in the Philippines," Discussion Papers DP 2001-02, Philippine Institute for Development Studies.
    18. Chiara Criscuolo & Ralf Martin, 2009. "Multinationals and U.S. Productivity Leadership: Evidence from Great Britain," The Review of Economics and Statistics, MIT Press, vol. 91(2), pages 263-281, May.
    19. Jim Levinsohn & Wendy Petropoulos, 2001. "Creative Destruction or Just Plain Destruction?: The U.S. Textile and Apparel Industries since 1972," NBER Working Papers 8348, National Bureau of Economic Research, Inc.
    20. van der Eng, Pierre, 2010. "The sources of long-term economic growth in Indonesia, 1880-2008," Explorations in Economic History, Elsevier, vol. 47(3), pages 294-309, July.

    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:jsusta:v:13:y:2021:i:12:p:6773-:d:575413. 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.