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Can Agricultural Productive Services Inhibit Carbon Emissions? Evidence from China

Author

Listed:
  • Ziming Bai

    (College of Economics and Management, Northeast Agricultural University, Harbin 150030, China)

  • Tianyi Wang

    (College of Economics and Management, Northeast Agricultural University, Harbin 150030, China)

  • Jiabin Xu

    (College of Economics and Management, Northeast Agricultural University, Harbin 150030, China)

  • Cuixia Li

    (College of Economics and Management, Northeast Agricultural University, Harbin 150030, China
    College of Economics and Management, Suihua University, Suihua 152001, China)

Abstract

Reducing agricultural carbon emissions (ACE) is important for the sustainable development of agriculture. Agricultural productive services (APS), a novel form of agricultural technology extension, offer new avenues for promoting sustainable and green agriculture. The present study aims to explore the impact of APS on ACE. In line with the aim of the study, the Kernel density, Moran’s I index, spatial Durbin model, and threshold regression model are employed. The findings reveal that APS demonstrate a significant inhibitory effect on ACE, reducing ACE not only within the region itself but also exerting a negative spatial spillover effect on other regions. Furthermore, a non-linear relationship between APS and ACE is observed, characterized by an inverted U-shaped curve with the arable land operating area serving as the threshold. Therefore, to fully harness the inhibitory effect of APS on ACE and to promote environmentally friendly and sustainable agricultural development, policymakers should vigorously develop APS, strengthen regional cooperation, and promote land transfer. Our research can help in understanding the impact of APS on ACE and to promote sustainable agricultural development.

Suggested Citation

  • Ziming Bai & Tianyi Wang & Jiabin Xu & Cuixia Li, 2023. "Can Agricultural Productive Services Inhibit Carbon Emissions? Evidence from China," Land, MDPI, vol. 12(7), pages 1-20, June.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:7:p:1313-:d:1183503
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    1. 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.
    2. Gerlagh, Reyer, 2007. "Measuring the value of induced technological change," Energy Policy, Elsevier, vol. 35(11), pages 5287-5297, November.
    3. Qinhang Xu & Peixin Zhu & Liang Tang, 2022. "Agricultural Services: Another Way of Farmland Utilization and Its Effect on Agricultural Green Total Factor Productivity in China," Land, MDPI, vol. 11(8), pages 1-15, July.
    4. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    5. 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.
    6. Li, Jinying & Li, Sisi, 2020. "Energy investment, economic growth and carbon emissions in China—Empirical analysis based on spatial Durbin model," Energy Policy, Elsevier, vol. 140(C).
    7. Jin Yang & Zuhui Huang & Xiaobo Zhang & Thomas Reardon, 2013. "The Rapid Rise of Cross-Regional Agricultural Mechanization Services in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1245-1251.
    8. Belton, Ben & Win, Myat Thida & Zhang, Xiaobo & Filipski, Mateusz, 2021. "The rapid rise of agricultural mechanization in Myanmar," Food Policy, Elsevier, vol. 101(C).
    9. Gooroochurn, Nishaal & Hanley, Aoife, 2007. "A tale of two literatures: Transaction costs and property rights in innovation outsourcing," Research Policy, Elsevier, vol. 36(10), pages 1483-1495, December.
    10. Lili Guo & Shuang Zhao & Yuting Song & Mengqian Tang & Houjian Li, 2022. "Green Finance, Chemical Fertilizer Use and Carbon Emissions from Agricultural Production," Agriculture, MDPI, vol. 12(3), pages 1-18, February.
    11. 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.
    12. 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.
    13. Yu, Nannan & de Jong, Martin & Storm, Servaas & Mi, Jianing, 2013. "Spatial spillover effects of transport infrastructure: evidence from Chinese regions," Journal of Transport Geography, Elsevier, vol. 28(C), pages 56-66.
    14. Zhao, Rongqin & Liu, Ying & Tian, Mengmeng & Ding, Minglei & Cao, Lianhai & Zhang, Zhanping & Chuai, Xiaowei & Xiao, Liangang & Yao, Lunguang, 2018. "Impacts of water and land resources exploitation on agricultural carbon emissions: The water-land-energy-carbon nexus," Land Use Policy, Elsevier, vol. 72(C), pages 480-492.
    15. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
    16. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    17. Changcun Wen & Jiaru Zheng & Bao Hu & Qingning Lin, 2022. "Study on the Spatiotemporal Evolution and Influencing Factors of Agricultural Carbon Emissions in the Counties of Zhejiang Province," IJERPH, MDPI, vol. 20(1), pages 1-28, December.
    18. Ruoxi Zhong & Qiang He & Yanbin Qi, 2022. "Digital Economy, Agricultural Technological Progress, and Agricultural Carbon Intensity: Evidence from China," IJERPH, MDPI, vol. 19(11), pages 1-18, May.
    19. Jingdong Li & Qingning Lin, 2022. "Can the Adjustment of China’s Grain Purchase and Storage Policy Improve Its Green Productivity?," IJERPH, MDPI, vol. 19(10), pages 1-24, May.
    20. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    21. Tongwei Qiu & S. T. Boris Choy & Yifei Li & Biliang Luo & Jing Li, 2021. "Farmers' Exit from Land Operation in Rural China: Does the Price of Agricultural Mechanization Services Matter?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(2), pages 99-122, March.
    22. Xinhai Lu & Bing Kuang & Jing Li & Jing Han & Zuo Zhang, 2018. "Dynamic Evolution of Regional Discrepancies in Carbon Emissions from Agricultural Land Utilization: Evidence from Chinese Provincial Data," Sustainability, MDPI, vol. 10(2), pages 1-13, February.
    23. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    24. 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.
    25. Congying Zhang & Qian Chang & Xuexi Huo, 2019. "How Productive Services Affect Apple Production Technical Efficiency: Promote or Inhibit?," Sustainability, MDPI, vol. 11(19), pages 1-15, September.
    26. Chambers, Robert G. & Chung, Yangho & Fare, Rolf, 1996. "Benefit and Distance Functions," Journal of Economic Theory, Elsevier, vol. 70(2), pages 407-419, August.
    27. 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.
    28. J. Paul Elhorst, 2014. "Spatial Panel Data Models," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 37-93, Springer.
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