IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i8p3327-d347810.html
   My bibliography  Save this article

The Effect of Agricultural Environmental Total Factor Productivity on Urban-Rural Income Gap: Integrated View from China

Author

Listed:
  • Qiang Li

    (College of Continuing Education, Chongqing University of Education, Chongqing 400067, China)

  • Xiaohang Wu

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Yi Zhang

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Yafei Wang

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

Abstract

Agricultural total factor productivity (TFP) provides a measure of the efficiency of agricultural production, allowing for comparisons across time, countries and regions. Agricultural environmental total factor productivity not only considers the desired output, but also takes resource efficiency and environment friendliness into account. Using the Data Envelopment Analysis with slack-based measure (DEA-SBM) super-efficiency model, this research measures the agricultural environmental total factor productivity (ETFP) of 30 provincial regions in China. Based on the measurements, the spatial autoregressive (SAR) model and estimation method were used to empirically test the effects on the agricultural ETFP for the urban-rural income gap. The results indicated that from 2001 to 2017, agricultural ETFP in China grew at an average annual rate of 4.3%, and the technological progress and technical efficiency after decomposition increased by 3.6% and 5.9% respectively. The findings indicated that the agricultural ETFP growth has not only failed in narrowing urban-rural income gap, but further widened it. Changes in industrial structure, upgrades in market demand and increases in human capital have instigated the ever alarming urban-rural income gap. Indeed, the economic acceleration has a restraining effect on the urban-rural income gap.

Suggested Citation

  • Qiang Li & Xiaohang Wu & Yi Zhang & Yafei Wang, 2020. "The Effect of Agricultural Environmental Total Factor Productivity on Urban-Rural Income Gap: Integrated View from China," Sustainability, MDPI, vol. 12(8), pages 1-18, April.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:8:p:3327-:d:347810
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/8/3327/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/8/3327/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Anselin, Luc, 1988. "A test for spatial autocorrelation in seemingly unrelated regressions," Economics Letters, Elsevier, vol. 28(4), pages 335-341.
    3. Kogel, Tomas, 2005. "Youth dependency and total factor productivity," Journal of Development Economics, Elsevier, vol. 76(1), pages 147-173, February.
    4. Prescott, Edward C, 1998. "Needed: A Theory of Total Factor Productivity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 525-551, August.
    5. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    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. Ping Zhang & Weiwei Li & Kaixu Zhao & Sidong Zhao, 2021. "Spatial Pattern and Driving Mechanism of Urban–Rural Income Gap in Gansu Province of China," Land, MDPI, vol. 10(10), pages 1-29, September.
    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. Boima M. Bernard & Yanping Song & Sehresh Hena & Fayyaz Ahmad & Xin Wang, 2022. "Assessing Africa’s Agricultural TFP for Food Security and Effects on Human Development: Evidence from 35 Countries," Sustainability, MDPI, vol. 14(11), pages 1-21, May.
    4. Bin Fan & Mingyang Li, 2022. "The Effect of Heterogeneous Environmental Regulations on Carbon Emission Efficiency of the Grain Production Industry: Evidence from China’s Inter-Provincial Panel Data," Sustainability, MDPI, vol. 14(21), pages 1-27, November.
    5. Lingui Qin & Songqi Liu & Cuijing Zhan & Xiaofang Duan & Shuaishuai Li & Yao Hou, 2023. "Impact of China’s Local Government Competition and Environmental Regulation on Total Factor Productivity," SAGE Open, , vol. 13(1), pages 21582440231, March.
    6. Dan Pan & Jinlong Zhou & Yi Yu & Shengdong Chen, 2024. "Rural Collective Property Rights System Reform and Urban-Rural Income Gap: A County-Scale Big Data Analysis in China," SAGE Open, , vol. 14(3), pages 21582440241, August.
    7. Chaoxun Ding & Ruidan Zhang, 2021. "The Measurement and Influencing Factors of Total Factor Productivity in the Chinese Rural Distribution Industry," Sustainability, MDPI, vol. 13(15), pages 1-16, July.
    8. Xiaowei Xing & Qingfeng Zhang & Azhong Ye & Guanghui Zeng, 2023. "Mechanism and Empirical Test of the Impact of Consumption Upgrading on Agricultural Green Total Factor Productivity in China," Agriculture, MDPI, vol. 13(1), pages 1-17, January.
    9. Luo Muchen & Rosita Hamdan & Rossazana Ab-Rahim, 2022. "Data-Driven Evaluation and Optimization of Agricultural Environmental Efficiency with Carbon Emission Constraints," Sustainability, MDPI, vol. 14(19), pages 1-22, September.

    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. Simeon D. Alder, 2016. "In the Wrong Hands: Complementarities, Resource Allocation, and TFP," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(1), pages 199-241, January.
    2. Erich Gundlach, 2003. "Growth Effects of EU Membership: The Case of East Germany," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 30(3), pages 237-270, September.
    3. Alexandre Janiak & Paulo Santos Monteiro, 2011. "Inflation and Welfare in Long‐Run Equilibrium with Firm Dynamics," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(5), pages 795-834, August.
    4. Areendam Chanda & Beatrice Farkas, 2009. "Technology-Skill Complementarity and International TFP Differences," DEGIT Conference Papers c014_028, DEGIT, Dynamics, Economic Growth, and International Trade.
    5. Daron Acemoglu & Fabrizio Zilibotti, 2001. "Productivity Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 563-606.
    6. Tasso Adamopoulos, 2011. "Transportation Costs, Agricultural Productivity, And Cross‐Country Income Differences," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(2), pages 489-521, May.
    7. Douglas Gollin & Stephen L. Parente & Richard Rogerson, 2004. "Farm Work, Home Work, and International Productivity Differences," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(4), pages 827-850, October.
    8. Zhang, Xiaobei & Wang, Xiaojun, 2021. "Measures of human capital and the mechanics of economic growth," China Economic Review, Elsevier, vol. 68(C).
    9. William Easterly & Ross Levine, 2002. "It´s Not Factor Accumulation: Stylized Facts and Growth Models," Central Banking, Analysis, and Economic Policies Book Series, in: Norman Loayza & Raimundo Soto & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series Editor) (ed.),Economic Growth: Sources, Trends, and Cycles, edition 1, volume 6, chapter 3, pages 061-114, Central Bank of Chile.
    10. Laura Alfaro & Andrew Charlton & Fabio Kanczuk, 2009. "Plant Size Distribution and Cross-Country Income Differences," NBER Chapters, in: NBER International Seminar on Macroeconomics 2008, pages 243-272, National Bureau of Economic Research, Inc.
    11. Gancia, Gino & Zilibotti, Fabrizio, 2005. "Horizontal Innovation in the Theory of Growth and Development," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 3, pages 111-170, Elsevier.
    12. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    13. Restuccia, Diego & Yang, Dennis Tao & Zhu, Xiaodong, 2008. "Agriculture and aggregate productivity: A quantitative cross-country analysis," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 234-250, March.
    14. Chad Turner & Robert Tamura & Sean Mulholland, 2013. "How important are human capital, physical capital and total factor productivity for determining state economic growth in the United States, 1840–2000?," Journal of Economic Growth, Springer, vol. 18(4), pages 319-371, December.
    15. Axel Dreher & Pierre-Guillaume Méon & Friedrich Schneider, 2014. "The devil is in the shadow. Do institutions affect income and productivity or only official income and official productivity?," Public Choice, Springer, vol. 158(1), pages 121-141, January.
    16. Ortego-Marti, Victor, 2017. "Loss of skill during unemployment and TFP differences across countries," European Economic Review, Elsevier, vol. 100(C), pages 215-235.
    17. Diego Restuccia, 2019. "Misallocation and aggregate productivity across time and space," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(1), pages 5-32, February.
    18. Erich Gundlach, 2001. "Education and Economic Development: An Empirical Perspective," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 26(1), pages 37-60, June.
    19. David Lagakos, 2009. "Superstores or mom and pops? Technolgy adoption and productivity differences in retail trade," Staff Report 428, Federal Reserve Bank of Minneapolis.
    20. repec:een:camaaa:2004-9 is not listed on IDEAS
    21. Nezih Guner & Andrii Parkhomenko & Gustavo Ventura, 2018. "Managers and Productivity Differences," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 256-282, 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:12:y:2020:i:8:p:3327-:d:347810. 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.