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Digital economy enabling low-carbon development—spatial spillover and heterogeneity

Author

Listed:
  • Yongmei Ding

    (Wuhan University of Science and Technology)

  • Fengbi Zhang

    (Wuhan University of Science and Technology)

  • X. Henry Wang

    (University of Missouri-Columbia)

Abstract

Since the announcement of China’s “30-60” dual-carbon target, the digital economy has played a pivotal role in driving green and low-carbon development. This study investigates the spatial and heterogeneous impacts of the digital economy on regional carbon emissions by analyzing panel data for 30 provinces and cities in China from 2012 to 2021. We employ spatial lag models and quantile regression models to assess the impact of digital economic development levels on regional carbon emissions. The key findings are as follows: (1) Carbon emission intensity across regions exhibits significant positive spatial dependence, with negative influence from one region to its neighboring region. (2) The development of the digital economy significantly reduces regional carbon emission intensity, which poses a long-term and more significant impact on environmental improvement. The richer carbon emissions experience, the greater improvements to the environment with its regional heterogeneity. (3) Improvements in industrial structure and environmental regulations mitigate carbon emission intensity, while higher urbanization levels and energy consumption ratios exacerbate it. The data show that promotion of technological prowess in the digital industry, reduction of energy consumption intensity, optimization of industrial structures, and implementation of stringent environmental regulations are critical mechanisms for achieving carbon emission reductions, which provide insights into leveraging the digital economy for green and low-carbon development.

Suggested Citation

  • Yongmei Ding & Fengbi Zhang & X. Henry Wang, 2025. "Digital economy enabling low-carbon development—spatial spillover and heterogeneity," Empirical Economics, Springer, vol. 69(2), pages 639-659, August.
  • Handle: RePEc:spr:empeco:v:69:y:2025:i:2:d:10.1007_s00181-025-02756-7
    DOI: 10.1007/s00181-025-02756-7
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    References listed on IDEAS

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    1. Wang, Jianda & Dong, Kangyin & Dong, Xiucheng & Taghizadeh-Hesary, Farhad, 2022. "Assessing the digital economy and its carbon-mitigation effects: The case of China," Energy Economics, Elsevier, vol. 113(C).
    2. Roberto Basile, 2008. "Regional economic growth in Europe: A semiparametric spatial dependence approach," Papers in Regional Science, Wiley Blackwell, vol. 87(4), pages 527-544, November.
    3. Paulo Jorge Reis Mourão & Irina Alina Popescu, 2025. "Regional analysis of business agglomeration patterns in knowledge-intensive service sectors in Romania," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(1), pages 1-36, March.
    4. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    5. Zhao, Jun & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin & Jiang, Hongdian, 2022. "How does industrial structure adjustment reduce CO2 emissions? Spatial and mediation effects analysis for China," Energy Economics, Elsevier, vol. 105(C).
    6. Yakup Çelikbilek & Fatih Tüysüz, 2020. "An in-depth review of theory of the TOPSIS method: An experimental analysis," Journal of Management Analytics, Taylor & Francis Journals, vol. 7(2), pages 281-300, April.
    7. Mao Wu & Ying Ma & Yu Gao & Zhanhui Ji, 2024. "The impact of digital economy on income inequality from the perspective of technological progress-biased transformation: evidence from China," Empirical Economics, Springer, vol. 67(2), pages 567-607, August.
    8. Espoir, Delphin Kamanda & Sunge, Regret, 2021. "CO₂ Emissions and Economic Development in Africa: Evidence from A Dynamic Spatial Panel Model," EconStor Preprints 234131, ZBW - Leibniz Information Centre for Economics.
    9. Haitao Wu & Ruohan Zhong & Pinrui Guo & Yunxia Guo & Yu Hao, 2024. "The role of the digital economy in tourism: mechanism, causality and geospatial spillover," Empirical Economics, Springer, vol. 66(6), pages 2355-2395, June.
    Full references (including those not matched with items on IDEAS)

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