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Can Increasing Scale Efficiency Curb Agricultural Nonpoint Source Pollution?

Author

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  • Xiang Gao

    (Department of Agricultural Economics, College of Economic and Management, China Agricultural University, 17 Qinghua East Road, Beijing 100083, China)

  • Binglong Li

    (Department of Agricultural Economics, College of Economic and Management, China Agricultural University, 17 Qinghua East Road, Beijing 100083, China)

  • Song Jiang

    (Department of Finance, School of Economics and Finance, Chongqing University of Technology, Chongqing 400054, China)

  • Yunbin Nie

    (Department of Agricultural Economics, College of Economic and Management, China Agricultural University, 17 Qinghua East Road, Beijing 100083, China)

Abstract

The Chinese government has made great efforts to improve the scale efficiency of land through various measures during recent years, hoping to realize the coordinated developing goal of promoting agricultural benefits and protecting the environment. Statistics show that China’s land scale efficiency has steadily increased, but agricultural nonpoint source (NPS) pollution has also increased, which seems contrary to the expected outcome. Can increasing scale efficiency really curb agricultural NPS pollution? This study uses provincial-level data from China, together with a panel model and spatial econometric model, to investigate the relationship between scale efficiency and agricultural NPS pollution. It is found that the increase of scale efficiency aggravates the agricultural NPS pollution, and the conclusion still holds after considering spatial effect. The results of spatial analysis shows that the agricultural NPS pollution is spatially dependent. Further decomposition of the spatial effect shows that the scale efficiency not only intensifies the local agricultural NPS pollution, but also has a spillover effect (though not statistically significant) on agricultural NPS pollution in the surrounding areas. It is worth noting that financial policy, raising wage income and upgrading industrial structure can effectively curb agricultural NPS pollution in this region and adjacent areas, which also deserves our attention in the control of agricultural NPS pollution. In addition, it is necessary to make financial and fiscal support policies specifically for the governance of agricultural NPS pollution, adjust the distorted prices of input factors such as chemicals and pesticide, and accelerate the transformation of small-sized farmers to family farms, in order to maximize the inhibitory effect of scale efficiency on relieving agricultural NPS pollution.

Suggested Citation

  • Xiang Gao & Binglong Li & Song Jiang & Yunbin Nie, 2021. "Can Increasing Scale Efficiency Curb Agricultural Nonpoint Source Pollution?," IJERPH, MDPI, vol. 18(16), pages 1-17, August.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:16:p:8798-:d:618401
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    1. Lyubov Kurkalova & Catherine Kling & Jinhua Zhao, 2006. "Green Subsidies in Agriculture: Estimating the Adoption Costs of Conservation Tillage from Observed Behavior," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 54(2), pages 247-267, June.
    2. Paudel, K. P. & Lohr, L. & Martin, N. R., 2000. "Effect of risk perspective on fertilizer choice by sharecroppers," Agricultural Systems, Elsevier, vol. 66(2), pages 115-128, November.
    3. Marc O. Ribaudo, 2004. "Policy Explorations and Implications for Nonpoint Source Pollution Control: Discussion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(5), pages 1220-1221.
    4. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    5. Ronald C. Griffin & Daniel W. Bromley, 1982. "Agricultural Runoff as a Nonpoint Externality: A Theoretical Development," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(3), pages 547-552.
    6. Li Jiang & Zhihui Li, 2016. "Urbanization and the Change of Fertilizer Use Intensity for Agricultural Production in Henan Province," Sustainability, MDPI, vol. 8(2), pages 1-12, February.
    7. Moss Anjuman Ara Begum & Basil Manos & Ioannis Manikas, 2007. "Implementation Of Fertilizer Policy In Bangladesh Under Alternative Scenarios: An Application Of Multicriteria Analysis Modeling," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 24(06), pages 765-787.
    8. Lamia Jamel & Abdelkader Derbali, 2016. "Do energy consumption and economic growth lead to environmental degradation? Evidence from Asian economies," Cogent Economics & Finance, Taylor & Francis Journals, vol. 4(1), pages 1170653-117, December.
    9. Schreinemachers, Pepijn & Tipraqsa, Prasnee, 2012. "Agricultural pesticides and land use intensification in high, middle and low income countries," Food Policy, Elsevier, vol. 37(6), pages 616-626.
    10. Song Jiang & Shuang Qiu & Hong Zhou & Meilan Chen, 2019. "Can FinTech Development Curb Agricultural Nonpoint Source Pollution?," IJERPH, MDPI, vol. 16(22), pages 1-22, November.
    11. Roca, Jordi & Padilla, Emilio & Farre, Mariona & Galletto, Vittorio, 2001. "Economic growth and atmospheric pollution in Spain: discussing the environmental Kuznets curve hypothesis," Ecological Economics, Elsevier, vol. 39(1), pages 85-99, October.
    12. Huang, Jikun & Huang, Zhurong & Jia, Xiangping & Hu, Ruifa & Xiang, Cheng, 2015. "Long-term reduction of nitrogen fertilizer use through knowledge training in rice production in China," Agricultural Systems, Elsevier, vol. 135(C), pages 105-111.
    13. Brajer, Victor & Mead, Robert W. & Xiao, Feng, 2011. "Searching for an Environmental Kuznets Curve in China's air pollution," China Economic Review, Elsevier, vol. 22(3), pages 383-397, September.
    14. Demeke, Mulat & Kelly, Valerie A. & Jayne, Thomas S. & Said, Ali & Le Vallee, Jean-Charles & Chen, H., 1998. "Agricultural Market Performance and Determinants of Fertilizer Use in Ethiopia," Food Security Collaborative Working Papers 55599, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    15. Asfaw, Abay & Admassie, Assefa, 2004. "The role of education on the adoption of chemical fertiliser under different socioeconomic environments in Ethiopia," Agricultural Economics, Blackwell, vol. 30(3), pages 215-228, May.
    16. Lambert, David K., 1990. "Risk Considerations In The Reduction Of Nitrogen Fertilizer Use In Agricultural Production," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 15(2), pages 1-11, December.
    17. Jin Zhang & Günther Manske & Pi Qi Zhou & Bernhard Tischbein & Mathias Becker & Zhao Hua Li, 2017. "Factors influencing farmers’ decisions on nitrogen fertilizer application in the Liangzihu Lake basin, Central China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(3), pages 791-805, June.
    18. Tahirou Abdoulaye & John H. Sanders, 2005. "Stages and determinants of fertilizer use in semiarid African agriculture: the Niger experience," Agricultural Economics, International Association of Agricultural Economists, vol. 32(2), pages 167-179, March.
    19. Scholtens, Bert & Dam, Lammertjan, 2007. "Banking on the Equator. Are Banks that Adopted the Equator Principles Different from Non-Adopters?," World Development, Elsevier, vol. 35(8), pages 1307-1328, August.
    20. Jamison, Dean T. & Moock, Peter R., 1984. "Farmer education and farm efficiency in Nepal: The role of schooling, extension services, and cognitive skills," World Development, Elsevier, vol. 12(1), pages 67-86, January.
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    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. Peng Cheng & Houtian Tang & Yue Dong & Ke Liu & Ping Jiang & Yaolin Liu, 2021. "Knowledge Mapping of Research on Land Use Change and Food Security: A Visual Analysis Using CiteSpace and VOSviewer," IJERPH, MDPI, vol. 18(24), pages 1-22, December.
    3. Mingtao Yan & Jianji Zhao & Jiajun Qiao & Dong Han & Qiankun Zhu & Yang Yang & Qi Liu & Zhipeng Wang, 2023. "Spatial Pattern Evolution and Influencing Factors on Agricultural Non-Point Source Pollution in Small Town Areas under the Background of Rapid Industrialization," IJERPH, MDPI, vol. 20(3), pages 1-19, February.

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