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An investigation of a nexus between digital economy and society and climate risk: fresh insights from new estimation

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  • Le Thanh Ha

    (National Economics University)

Abstract

This paper aims to empirically determine the impact of the digital transformation procedure on climate risks. Digitalization is captured by four elements, including digital connectivity (DESI_CONN), digital public services (DESI_DPS), digital human capital (DESI_HC), and integration of digital technology (DESI_IDT). We apply various econometric techniques to a database of 24 nations in Europe between 2017 and 2022. Linear effect analysis shows that climate risks generally rise due to digitalization. However, the non-linear analysis points out that environmental risks tend to decrease when digitalization gains a certain level. To reaffirm these findings, we also adopt alternative measurements of digitalization and climate risks. Moreover, we also examine the short-run and long-run impact of digitalization on climate issues, indicating that the influence of digital transformation on the environment is apparent in the long-run period. Our outcomes suggest crucial policy performances for climate risk mitigation.

Suggested Citation

  • Le Thanh Ha, 2025. "An investigation of a nexus between digital economy and society and climate risk: fresh insights from new estimation," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 14(1), pages 1-33, December.
    • Handle: RePEc:spr:jecstr:v:14:y:2025:i:1:d:10.1186_s40008-025-00350-9
    DOI: 10.1186/s40008-025-00350-9
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    as
    1. Heymann, Fabian & Milojevic, Tatjana & Covatariu, Andrei & Verma, Piyush, 2023. "Digitalization in decarbonizing electricity systems – Phenomena, regional aspects, stakeholders, use cases, challenges and policy options," Energy, Elsevier, vol. 262(PB).
    2. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    3. Nishant, Rohit & Kennedy, Mike & Corbett, Jacqueline, 2020. "Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda," International Journal of Information Management, Elsevier, vol. 53(C).
    4. Prasenjit Chakrabarti & Mohammad Shameem Jawed & Manish Sarkhel, 2021. "COVID-19 pandemic and global financial market interlinkages: a dynamic temporal network analysis," Applied Economics, Taylor & Francis Journals, vol. 53(25), pages 2930-2945, May.
    5. Pan, Shan L. & Zhang, Sixuan, 2020. "From fighting COVID-19 pandemic to tackling sustainable development goals: An opportunity for responsible information systems research," International Journal of Information Management, Elsevier, vol. 55(C).
    6. Kim, Dong-Hyeon & Suen, Yu-Bo & Lin, Shu-Chin, 2019. "Carbon dioxide emissions and trade: Evidence from disaggregate trade data," Energy Economics, Elsevier, vol. 78(C), pages 13-28.
    7. Nyberg, Roy A., 2018. "Using ‘smartness’ to reorganise sectors: Energy infrastructure and information engagement," International Journal of Information Management, Elsevier, vol. 39(C), pages 60-68.
    8. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020. "Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies," Telecommunications Policy, Elsevier, vol. 44(2).
    9. Dominic P. Parker & Jeremy D. Foltz & David Elsea, 2016. "Unintended Consequences of Sanctions for Human Rights: Conflict Minerals and Infant Mortality," Journal of Law and Economics, University of Chicago Press, vol. 59(4), pages 731-774.
    10. Ismagilova, Elvira & Hughes, Laurie & Dwivedi, Yogesh K. & Raman, K. Ravi, 2019. "Smart cities: Advances in research—An information systems perspective," International Journal of Information Management, Elsevier, vol. 47(C), pages 88-100.
    11. Su‐Yol Lee & Robert D. Klassen, 2016. "Firms’ Response to Climate Change: The Interplay of Business Uncertainty and Organizational Capabilities," Business Strategy and the Environment, Wiley Blackwell, vol. 25(8), pages 577-592, December.
    12. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    13. Camilo Mora & Randi L. Rollins & Katie Taladay & Michael B. Kantar & Mason K. Chock & Mio Shimada & Erik C. Franklin, 2018. "Bitcoin emissions alone could push global warming above 2°C," Nature Climate Change, Nature, vol. 8(11), pages 931-933, November.
    14. Arpan Kumar Kar & Vigneswara Ilavarasan & M. P. Gupta & Marijn Janssen & Ravi Kothari, 2019. "Moving beyond Smart Cities: Digital Nations for Social Innovation & Sustainability," Information Systems Frontiers, Springer, vol. 21(3), pages 495-501, June.
    15. Bu, Maoliang & Li, Shuang & Jiang, Lei, 2019. "Foreign direct investment and energy intensity in China: Firm-level evidence," Energy Economics, Elsevier, vol. 80(C), pages 366-376.
    16. Sweet, Cassandra & Eterovic, Dalibor, 2019. "Do patent rights matter? 40 years of innovation, complexity and productivity," World Development, Elsevier, vol. 115(C), pages 78-93.
    17. Gala, Paulo & Camargo, Jhean & Magacho, Guilherme & Rocha, Igor, 2018. "Sophisticated jobs matter for economic complexity: An empirical analysis based on input-output matrices and employment data," Structural Change and Economic Dynamics, Elsevier, vol. 45(C), pages 1-8.
    18. Omri, Anis & Daly, Saida & Rault, Christophe & Chaibi, Anissa, 2015. "Financial development, environmental quality, trade and economic growth: What causes what in MENA countries," Energy Economics, Elsevier, vol. 48(C), pages 242-252.
    19. Cristina Constantinescu & Aaditya Mattoo & Michele Ruta, 2020. "Policy Uncertainty, Trade and Global Value Chains: Some Facts, Many Questions," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 57(2), pages 285-308, September.
    20. Gerard George & Ryan K. Merrill & Simon J. D. Schillebeeckx, 2021. "Digital Sustainability and Entrepreneurship: How Digital Innovations Are Helping Tackle Climate Change and Sustainable Development," Entrepreneurship Theory and Practice, , vol. 45(5), pages 999-1027, September.
    21. Kshetri, Nir, 2021. "Blockchain and sustainable supply chain management in developing countries," International Journal of Information Management, Elsevier, vol. 60(C).
    22. Zaidi, Syed Anees Haider & Ashraf, Rana Umair & Khan, Irfan & Li, Mingxing, 2024. "Impact of natural resource depletion on energy intensity: Moderating role of globalization, financial inclusion and trade," Resources Policy, Elsevier, vol. 94(C).
    23. Su-In Kim & Yujin Kim, 2023. "Climate Risk, Stock Crash Risk, and Greenhouse Gas Emission Trading Scheme: Evidence From Korea," SAGE Open, , vol. 13(4), pages 21582440231, November.
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    JEL classification:

    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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