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The Digital Economy and Carbon Productivity: Evidence at China’s City Level

Author

Listed:
  • Xian Zhao

    (School of Economics and Management, Shihezi University, Shihezi 832000, China)

  • Yiting Dong

    (School of Economics and Management, Shihezi University, Shihezi 832000, China)

  • Xinshu Gong

    (School of Economics and Management, Shihezi University, Shihezi 832000, China)

Abstract

Based on the panel data of 285 prefecture-level cities in China, this paper empirically tests the impact of digital economic development on carbon productivity by using a two-way fixed effect model, intermediary mechanism model and threshold mechanism model. The results show that: (1) the digital economy can significantly improve carbon productivity, and this conclusion is still valid after a series of robustness tests. (2) An intermediary mechanism test found that technological innovation, reducing energy consumption intensity and improving urban productivity are the three primary paths through which the digital economy significantly improves carbon productivity. (3) A threshold mechanism test found that the promotion effect of the digital economy on carbon productivity is also affected by the degree of marketization and the level of human capital, showing a single threshold effect and a U-shaped trend. (4) The impact of the digital economy on carbon productivity has regional heterogeneity, urban agglomeration heterogeneity, and resource-based city heterogeneity. This study provides substantial empirical evidence for the relevant authorities to formulate green development policies from the perspective of digital economy development.

Suggested Citation

  • Xian Zhao & Yiting Dong & Xinshu Gong, 2022. "The Digital Economy and Carbon Productivity: Evidence at China’s City Level," Sustainability, MDPI, vol. 14(17), pages 1-20, August.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:17:p:10642-:d:898438
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    References listed on IDEAS

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    1. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    2. Chen, Yongmin, 2020. "Improving market performance in the digital economy," China Economic Review, Elsevier, vol. 62(C).
    3. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    4. 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.
    5. Zhang, Wei & Liu, Xuemeng & Wang, Die & Zhou, Jianping, 2022. "Digital economy and carbon emission performance: Evidence at China's city level," Energy Policy, Elsevier, vol. 165(C).
    6. Junjie Hong & Shihe Fu, 2011. "Information and Communication Technologies and the Geographical Concentration of Manufacturing Industries," Urban Studies, Urban Studies Journal Limited, vol. 48(11), pages 2339-2354, August.
    7. Yin, Jianhua & Zheng, Mingzheng & Chen, Jian, 2015. "The effects of environmental regulation and technical progress on CO2 Kuznets curve: An evidence from China," Energy Policy, Elsevier, vol. 77(C), pages 97-108.
    8. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    9. Dehghan Shabani, Zahra & Shahnazi, Rouhollah, 2019. "Energy consumption, carbon dioxide emissions, information and communications technology, and gross domestic product in Iranian economic sectors: A panel causality analysis," Energy, Elsevier, vol. 169(C), pages 1064-1078.
    10. Gai, Zhiqiang & Guo, Yunxia & Hao, Yu, 2022. "Can internet development help break the resource curse? Evidence from China," Resources Policy, Elsevier, vol. 75(C).
    11. Xiangyu Tian & Yuanxi Zhang & Guohua Qu, 2022. "The Impact of Digital Economy on the Efficiency of Green Financial Investment in China’s Provinces," IJERPH, MDPI, vol. 19(14), pages 1-18, July.
    12. Moyer, Jonathan D. & Hughes, Barry B., 2012. "ICTs: Do they contribute to increased carbon emissions?," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 919-931.
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