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Can Agricultural Productive Services Promote Agricultural Environmental Efficiency in China?

Author

Listed:
  • Yingyu Zhu

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

  • Junmiao Deng

    (School of Economics and Trade, Henan University of Technology, Zhengzhou 450001, China)

  • Menghan Wang

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

  • Yuanchang Tan

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

  • Wei Yao

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

  • Yan Zhang

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China
    Institute of Higher Education, Shenyang Agricultural University, Shenyang 110866, China)

Abstract

Agricultural productive services are important paths to realize the development of green agriculture, while the effect of agricultural productive services on the agricultural environment and its influencing mechanism are not yet clear. With the panel data of agricultural production in China from 2004 to 2019, by using multi-output stochastic frontier analysis with an output-oriented distance function, this study investigates agricultural environmental efficiency based on net carbon sinks. Then, this study explores the effect of agricultural productive services on agricultural environmental efficiency and its mechanisms by adopting ordinary least squares regression with fixed-effect panel model, causal steps approach, and spatial econometric method. The main findings are as follows: Firstly, agricultural productive services enhance agricultural productivity and agricultural environment by optimizing inputs and increasing outputs, and thus improve agricultural environmental efficiency. This result holds steadily after using instrumental variables to deal with endogeneity, changing the measurement of the dependent and independent variables, and subdividing the sample. Secondly, the pathways of agricultural productive services affecting agricultural environmental efficiency are mainly reflected in technology progress, planting structure adjustment, factor allocation optimization, and spatial spillover. Thirdly, due to the law of diminishing marginal returns, the impact of agricultural productive services on agricultural environmental efficiency is more significant when the level of agricultural productive services is relatively low. To improve agricultural environmental efficiency, we suggest implementing different productive service strategies in different regions, strengthening information integration, and improving infrastructure.

Suggested Citation

  • Yingyu Zhu & Junmiao Deng & Menghan Wang & Yuanchang Tan & Wei Yao & Yan Zhang, 2022. "Can Agricultural Productive Services Promote Agricultural Environmental Efficiency in China?," IJERPH, MDPI, vol. 19(15), pages 1-18, July.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:15:p:9339-:d:876304
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    References listed on IDEAS

    as
    1. Sheng, Yu & Chancellor, Will, 2019. "Exploring the relationship between farm size and productivity: Evidence from the Australian grains industry," Food Policy, Elsevier, vol. 84(C), pages 196-204.
    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. Liu, Yansui & Zou, Lilin & Wang, Yongsheng, 2020. "Spatial-temporal characteristics and influencing factors of agricultural eco-efficiency in China in recent 40 years," Land Use Policy, Elsevier, vol. 97(C).
    4. Zhang, Xiaobo & Yang, Jin & Reardon, Thomas, 2020. "Mechanization outsourcing clusters and division of labor in Chinese agriculture," IFPRI book chapters, in: An evolving paradigm of agricultural mechanization development: How much can Africa learn from Asia?, chapter 2, pages 71-96, International Food Policy Research Institute (IFPRI).
    5. Qian, Long & Lu, Hua & Gao, Qiang & Lu, Hualiang, 2022. "Household-owned farm machinery vs. outsourced machinery services: The impact of agricultural mechanization on the land leasing behavior of relatively large-scale farmers in China," Land Use Policy, Elsevier, vol. 115(C).
    6. Brian Sims & Josef Kienzle, 2017. "Sustainable Agricultural Mechanization for Smallholders: What Is It and How Can We Implement It?," Agriculture, MDPI, vol. 7(6), pages 1-21, June.
    7. Zhihao Wu & Jingqi Dang & Yipu Pang & Wei Xu, 2021. "Threshold effect or spatial spillover? The impact of agricultural mechanization on grain production," Journal of Applied Economics, Taylor & Francis Journals, vol. 24(1), pages 478-503, January.
    8. Dingqiang Sun & Michael Rickaille & Zhigang Xu, 2018. "Determinants and impacts of outsourcing pest and disease management," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(3), pages 443-461, August.
    9. Xin Deng & Dingde Xu & Miao Zeng & Yanbin Qi, 2020. "Does outsourcing affect agricultural productivity of farmer households? Evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(4), pages 673-688, August.
    10. Bravo-Ureta, Boris E. & Higgins, Daniel & Arslan, Aslihan, 2020. "Irrigation infrastructure and farm productivity in the Philippines: A stochastic Meta-Frontier analysis," World Development, Elsevier, vol. 135(C).
    11. Yingyu Zhu & Yan Zhang & Huilan Piao, 2022. "Does Agricultural Mechanization Improve the Green Total Factor Productivity of China’s Planting Industry?," Energies, MDPI, vol. 15(3), pages 1-20, January.
    12. Martey, Edward & Etwire, Prince M. & Kuwornu, John K.M., 2020. "Economic impacts of smallholder farmers’ adoption of drought-tolerant maize varieties," Land Use Policy, Elsevier, vol. 94(C).
    13. Chuanhe Xiong & Shuang Chen & Liting Xu, 2020. "Driving factors analysis of agricultural carbon emissions based on extended STIRPAT model of Jiangsu Province, China," Growth and Change, Wiley Blackwell, vol. 51(3), pages 1401-1416, September.
    14. Qiu, Tongwei & Shi, Xinjie & He, Qinying & Luo, Biliang, 2021. "The paradox of developing agricultural mechanization services in China: Supporting or kicking out smallholder farmers?," China Economic Review, Elsevier, vol. 69(C).
    15. Baiyegunhi, L.J.S. & Majokweni, Z.P. & Ferrer, S.R.D., 2019. "Impact of outsourced agricultural extension program on smallholder farmers’ net farm income in Msinga, KwaZulu-Natal, South Africa," Technology in Society, Elsevier, vol. 57(C), pages 1-7.
    16. 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.
    17. Belton, Ben & Win, Myat Thida & Zhang, Xiaobo & Filipski, Mateusz, 2021. "The rapid rise of agricultural mechanization in Myanmar," Food Policy, Elsevier, vol. 101(C).
    Full references (including those not matched with items on IDEAS)

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