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Impact and transmission mechanism of digital economy on agricultural energy carbon emission reduction

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  • Li, Bo
  • Gao, Yuting

Abstract

The digital economy is a powerful driver for accelerating economic growth and an innovative approach to promoting high-quality agricultural development. Utilizing panel data encompassing 30 provincial-level administrative regions in China from 2011 to 2021, this paper quantifies the development level of digital economy and agricultural energy carbon emission intensity, and examines the impact and mechanism of digital economy on agricultural energy carbon emission intensity. The results reveal that: (1) Distinct regional disparities exist in both the development level of the digital economy and the carbon emission intensity of agricultural energy across China from 2011 to 2021, although an overall decreasing trend is observed; (2) The development of digital economy has a significant inhibitory effect on agricultural energy carbon emission intensity, and this conclusion remains robust after a series of tests; (3) Digital economy development can mitigate agricultural energy carbon emission intensity by alleviating misallocation of agricultural capital and promoting green technology innovation. In addition, there are significant regional differences in the impact of the digital economy on the carbon intensity of agricultural energy. These findings contribute to a deeper understanding of the environmental governance implications of the digital economy in agriculture and offer valuable guidance for the effective application of digital technologies towards achieving agricultural emission reduction goals.

Suggested Citation

  • Li, Bo & Gao, Yuting, 2024. "Impact and transmission mechanism of digital economy on agricultural energy carbon emission reduction," International Review of Economics & Finance, Elsevier, vol. 95(C).
  • Handle: RePEc:eee:reveco:v:95:y:2024:i:c:s1059056024004490
    DOI: 10.1016/j.iref.2024.103457
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    1. Jaqueline Iaksch & Ederson Fernandes & Milton Borsato, 2021. "Digitalization and Big data in smart farming – a review," Journal of Management Analytics, Taylor & Francis Journals, vol. 8(2), pages 333-349, April.
    2. Wei Wang & Tingting Mei, 2024. "Research on the Effect of Digital Economy Development on the Carbon Emission Intensity of Agriculture," Sustainability, MDPI, vol. 16(4), pages 1-18, February.
    3. Xingmei Jia, 2023. "Digital Economy, Factor Allocation, and Sustainable Agricultural Development: The Perspective of Labor and Capital Misallocation," Sustainability, MDPI, vol. 15(5), pages 1-19, March.
    4. Yuexu Zhao & Ruyue Li, 2022. "Coupling and Coordination Analysis of Digital Rural Construction from the Perspective of Rural Revitalization: A Case Study from Zhejiang Province of China," Sustainability, MDPI, vol. 14(6), pages 1-14, March.
    5. Xu, Bin & Lin, Boqiang, 2017. "Factors affecting CO2 emissions in China’s agriculture sector: Evidence from geographically weighted regression model," Energy Policy, Elsevier, vol. 104(C), pages 404-414.
    6. Kong, Dongmin & Liu, Chenhao, 2024. "Centralization and regulatory enforcement: Evidence from personnel authority reform in China," Journal of Public Economics, Elsevier, vol. 229(C).
    7. Beibei Yan & Tianjun Liu, 2022. "Can E-Commerce Adoption Improve Agricultural Productivity? Evidence from Apple Growers in China," Sustainability, MDPI, vol. 15(1), pages 1-16, December.
    8. Doucet, Pablo & Requejo, Ignacio, 2022. "Financing constraints and growth of private family firms: Evidence from different legal origins," Finance Research Letters, Elsevier, vol. 44(C).
    9. 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.
    10. Ehlers, Melf-Hinrich & Huber, Robert & Finger, Robert, 2021. "Agricultural policy in the era of digitalisation," Food Policy, Elsevier, vol. 100(C).
    11. Qi Jiang & Jizhi Li & Hongyun Si & Yangyue Su, 2022. "The Impact of the Digital Economy on Agricultural Green Development: Evidence from China," Agriculture, MDPI, vol. 12(8), pages 1-22, July.
    12. Hong, Xianna & Chen, Qiuhua & Wang, Nan, 2024. "The impact of digital inclusive finance on the agricultural factor mismatch of agriculture-related enterprises," Finance Research Letters, Elsevier, vol. 59(C).
    13. Guihai Yu & Lingpei Tang & Gang Peng & Chao Xiong, 2023. "Relevance Analysis of China’s Digital Industry," Sustainability, MDPI, vol. 15(18), pages 1-22, September.
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    Cited by:

    1. Wang, Lulu & Lyu, Jie & Wang, Shanshan & Zhang, Junyan, 2025. "Unveiling the influence of agricultural mechanization on greenhouse gas emission intensity: Insights from China using causal machine learning model," Agricultural Systems, Elsevier, vol. 226(C).
    2. Suchang Yang & Shi Qiu & Jiawei Cao & Zhenhua Zhang, 2025. "The Influencing Mechanism and Spatial Effect of the Digital Economy on Agricultural Carbon Emissions," Sustainability, MDPI, vol. 17(9), pages 1-26, April.
    3. He, Rui & Dai, Yuhang & Jin, Jianjun & Yan, Jubo & Liu, Dan, 2025. "The effects of time preferences on farmers’ energy-saving and emission-reducing behavior of agricultural machinery in a gain-loss dual context: Evidence from rural China," Energy, Elsevier, vol. 341(C).
    4. Bo, Jing & Lu, Jian, 2025. "Digital technology application, agricultural productivity enhancement, and financial capital flows: An analysis of the mechanisms affecting sustainable agricultural development," Finance Research Letters, Elsevier, vol. 86(PG).

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