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The Effect of Agriculture Insurance on Agricultural Carbon Emissions in China: The Mediation Role of Low-Carbon Technology Innovation

Author

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  • Shi-jie Jiang

    (School of Mathematics and Information Science, Guangzhou University, Guangzhou Higher Education Mega Center No. 230, Outer Ring West Road, Guangzhou 510006, China)

  • Lilin Wang

    (School of Economics and Finance, Southwestern University of Finance and Economics, Liutai Road No. 555, Chengdu 610074, China)

  • Feiyun Xiang

    (School of Mathematics and Information Science, Guangzhou University, Guangzhou Higher Education Mega Center No. 230, Outer Ring West Road, Guangzhou 510006, China)

Abstract

Global greenhouse gas emissions are increasing, with carbon dioxide being the most prominent. It is urgent to address and resolve the carbon emissions problem. This study investigates the mediating mechanism of agricultural insurance and low-carbon technology innovation on agricultural carbon emissions. We employed a two-way fixed effect panel model with data from 30 provinces in China from 2001–2019 to validate our hypotheses. The results demonstrate that (1) agricultural insurance can play an effective role in reducing agricultural carbon emissions, and (2) an indirect effect of agricultural insurance development on agricultural carbon emissions through low-carbon technology innovation exists. These results indicate that agricultural insurance could suppress agricultural carbon emissions indirectly through low-carbon technology innovation, thus preventing the acceleration of the greenhouse effect. This study further analyzed regional differences and discovered that the suppression effect of agricultural insurance on agricultural carbon emissions is more significant in the eastern regions and non-main grain-producing areas of China. Therefore, the analysis implies that promoting the development of agricultural insurance to encourage low-carbon technology innovation is crucial to accelerate the process of “carbon peak and neutrality”, especially for the eastern regions and non-main grain-producing areas of China.

Suggested Citation

  • Shi-jie Jiang & Lilin Wang & Feiyun Xiang, 2023. "The Effect of Agriculture Insurance on Agricultural Carbon Emissions in China: The Mediation Role of Low-Carbon Technology Innovation," Sustainability, MDPI, vol. 15(5), pages 1-20, March.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:5:p:4431-:d:1085160
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    as
    1. Daron Acemoglu & David Cutler & Amy Finkelstein & Joshua Linn, 2006. "Did Medicare Induce Pharmaceutical Innovation?," American Economic Review, American Economic Association, vol. 96(2), pages 103-107, May.
    2. Vincent H. Smith & Joseph W. Glauber, 2012. "Agricultural Insurance in Developed Countries: Where Have We Been and Where Are We Going?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(3), pages 363-390.
    3. Somaini Paulo & Wolak Frank A., 2016. "An Algorithm to Estimate the Two-Way Fixed Effects Model," Journal of Econometric Methods, De Gruyter, vol. 5(1), pages 143-152, January.
    4. Fan, Xing & Zhang, Wen & Chen, Weiwei & Chen, Bin, 2020. "Land–water–energy nexus in agricultural management for greenhouse gas mitigation," Applied Energy, Elsevier, vol. 265(C).
    5. Yue Liu & Pierre Failler & Zhiying Liu, 2022. "Impact of Environmental Regulations on Energy Efficiency: A Case Study of China’s Air Pollution Prevention and Control Action Plan," Sustainability, MDPI, vol. 14(6), pages 1-21, March.
    6. Lanjouw, Jean Olson & Mody, Ashoka, 1996. "Innovation and the international diffusion of environmentally responsive technology," Research Policy, Elsevier, vol. 25(4), pages 549-571, June.
    7. Norris, Patricia E. & Batie, Sandra S., 1987. "Virginia Farmers' Soil Conservation Decisions: An Application Of Tobit Analysis," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 19(1), pages 1-12, July.
    8. Doranova, Asel & Costa, Ionara & Duysters, Geert, 2010. "Knowledge base determinants of technology sourcing in clean development mechanism projects," Energy Policy, Elsevier, vol. 38(10), pages 5550-5559, October.
    9. 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.
    10. Sahar Saeed & Erica E. M. Moodie & Erin C. Strumpf & Marina B. Klein, 2019. "Evaluating the impact of health policies: using a difference-in-differences approach," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 64(4), pages 637-642, May.
    11. Carter, Michael R. & Cheng, Lan & Sarris, Alexandros, 2016. "Where and how index insurance can boost the adoption of improved agricultural technologies," Journal of Development Economics, Elsevier, vol. 118(C), pages 59-71.
    12. Abdulsalam Altarhouni & Danbala Danju & Ahmed Samour, 2021. "Insurance Market Development, Energy Consumption, and Turkey’s CO 2 Emissions. New Perspectives from a Bootstrap ARDL Test," Energies, MDPI, vol. 14(23), pages 1-13, November.
    13. Williams Ali & Awudu Abdulai & Ashok K. Mishra, 2020. "Recent Advances in the Analyses of Demand for Agricultural Insurance in Developing and Emerging Countries," Annual Review of Resource Economics, Annual Reviews, vol. 12(1), pages 411-430, October.
    14. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    15. Yuqiang Gao & Yongkang Shu & Hongjie Cao & Shuting Zhou & Shaobin Shi, 2021. "Fiscal Policy Dilemma in Resolving Agricultural Risks: Evidence from China’s Agricultural Insurance Subsidy Pilot," IJERPH, MDPI, vol. 18(14), pages 1-11, July.
    16. Liu, Xuyi & Zhang, Shun & Bae, Junghan, 2017. "The nexus of renewable energy-agriculture-environment in BRICS," Applied Energy, Elsevier, vol. 204(C), pages 489-496.
    17. Joshua D. Woodard & Alexander D. Pavlista & Gary D. Schnitkey & Paul A. Burgener & Kimberley A. Ward, 2012. "Government Insurance Program Design, Incentive Effects, and Technology Adoption: The Case of Skip-Row Crop Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(4), pages 823-837.
    18. Gunnsteinsson, Snaebjorn, 2020. "Experimental identification of asymmetric information: Evidence on crop insurance in the Philippines," Journal of Development Economics, Elsevier, vol. 144(C).
    19. Visser, Martine & Jumare, Hafsah & Brick, Kerri, 2020. "Risk preferences and poverty traps in the uptake of credit and insurance amongst small-scale farmers in South Africa," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 826-836.
    20. Fagerberg, Jan & Srholec, Martin, 2008. "National innovation systems, capabilities and economic development," Research Policy, Elsevier, vol. 37(9), pages 1417-1435, October.
    21. Nihal Ahmed & Zeeshan Hamid & Farhan Mahboob & Khalil Ur Rehman & Muhammad Sibt e Ali & Piotr Senkus & Aneta Wysokińska-Senkus & Paweł Siemiński & Adam Skrzypek, 2022. "Causal Linkage among Agricultural Insurance, Air Pollution, and Agricultural Green Total Factor Productivity in United States: Pairwise Granger Causality Approach," Agriculture, MDPI, vol. 12(9), pages 1-17, August.
    22. Perosa, Bruno & Newton, Peter & Carrer, Marcelo José, 2021. "Access to information affects the adoption of integrated systems by farmers in Brazil," Land Use Policy, Elsevier, vol. 106(C).
    23. Blume-Kohout, Margaret E. & Sood, Neeraj, 2013. "Market size and innovation: Effects of Medicare Part D on pharmaceutical research and development," Journal of Public Economics, Elsevier, vol. 97(C), pages 327-336.
    24. Guozhu Tuo & Xian Xin & Xiuqing Wang, 2016. "How to promote agricultural insurance in China?," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 8(2), pages 1-1, March.
    25. Norris, Patricia E. & Batie, Sandra S., 1987. "Virginia Farmers' Soil Conservation Decisions: An Application of Tobit Analysis," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 19(1), pages 79-90, July.
    26. Jing Cai, 2016. "The Impact of Insurance Provision on Household Production and Financial Decisions," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 44-88, May.
    27. Baerenklau, Kenneth A., 2005. "Some Simulation Results for a Green Insurance Mechanism," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(1), pages 1-15, April.
    28. Yong Zhu & Congjia Huo, 2022. "The Impact of Agricultural Production Efficiency on Agricultural Carbon Emissions in China," Energies, MDPI, vol. 15(12), pages 1-22, June.
    29. Vincent H. Smith & Joseph W. Glauber, 2012. "Agricultural Insurance in Developed Countries: Where Have We Been and Where Are We Going?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(3), pages 363-390.
    30. Popp, David C., 2001. "The effect of new technology on energy consumption," Resource and Energy Economics, Elsevier, vol. 23(3), pages 215-239, July.
    31. Guozhu Tuo, 2016. "How to promote agricultural insurance in China?," China Agricultural Economic Review, Emerald Group Publishing, vol. 8(2), pages 194-205, May.
    32. Du, Kerui & Li, Pengzhen & Yan, Zheming, 2019. "Do green technology innovations contribute to carbon dioxide emission reduction? Empirical evidence from patent data," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 297-303.
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    Cited by:

    1. Jianwei Xu & Shuxin Liu, 2024. "Current status, evolutionary path, and development trends of low-carbon technology innovation: a bibliometric analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 24151-24182, September.
    2. Haiqiao Wang & Li Shang & Decai Tang & Zhijiang Li, 2024. "Research Themes, Evolution Trends, and Future Challenges in China’s Carbon Emission Studies," Sustainability, MDPI, vol. 16(5), pages 1-22, March.
    3. Jiangqi Sun & Jiahao Zhan & Zhaojiu Chen, 2024. "Agricultural Insurance and Selection of Soil Testing and Formula Fertilization Technology—An Empirical Study Based on the Main Rice-Producing Areas in China," Sustainability, MDPI, vol. 16(21), pages 1-16, October.
    4. Xiao Chen & Tao Tao & Jiaxin Zhou & Helong Yu & Hongliang Guo & Hongbing Chen, 2023. "Simulation and Prediction of Greenhouse Gas Emissions from Beef Cattle," Sustainability, MDPI, vol. 15(15), pages 1-14, August.

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