IDEAS home Printed from https://ideas.repec.org/a/spr/masfgc/v30y2025i6d10.1007_s11027-025-10233-w.html
   My bibliography  Save this article

Exploring connectedness among clean energy, cleantech, and climate change: empirical evidence in the wake of contemporary asymmetrical crisis

Author

Listed:
  • Daniel Ștefan Armeanu

    (Bucharest University of Economic Studies)

  • Ștefan Cristian Gherghina

    (Bucharest University of Economic Studies)

  • Jean Vasile Andrei

    (Romanian Academy, National Institute for Economic Research “Costin C. Kiriţescu”
    Petroleum-Gas University of Ploiesti)

  • Camelia Cătălina Joldeș

    (Bucharest University of Economic Studies)

Abstract

This study investigates the interconnectedness among clean energy, cleantech, and climate change indices across three critical time periods: pre-COVID-19 (June 2019–March 2020), the COVID-19 pandemic (March 2020–February 2022), and post-COVID-19 (February 2022–February 2024). Using daily data from Refinitiv Datastream, the analysis employs the Diebold and Yilmaz (Econ J 119(534):158–171, 2009) spillover index methodology to evaluate volatility spillovers among these indices. Stationarity of the time series is confirmed using the Augmented Dickey-Fuller (ADF) test, and a Vector Autoregression (VAR) model is applied to capture dynamic interactions. Results reveal heightened volatility spillovers during the COVID-19 pandemic, reflecting increased market interdependence, while the post-COVID-19 period shows persistent but moderated spillovers influenced by geopolitical tensions and global economic uncertainties. The findings underscore the resilience of green investments during crises and their critical role in promoting sustainable economic transitions. This study contributes to the literature on green finance by expanding the studying of the volatility spillover of major events in terms of global instability and offering simple rules for stakeholders and decision-makers on the risks of financial markets.

Suggested Citation

  • Daniel Ștefan Armeanu & Ștefan Cristian Gherghina & Jean Vasile Andrei & Camelia Cătălina Joldeș, 2025. "Exploring connectedness among clean energy, cleantech, and climate change: empirical evidence in the wake of contemporary asymmetrical crisis," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 30(6), pages 1-30, August.
  • Handle: RePEc:spr:masfgc:v:30:y:2025:i:6:d:10.1007_s11027-025-10233-w
    DOI: 10.1007/s11027-025-10233-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11027-025-10233-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11027-025-10233-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Ding, Qian & Huang, Jianbai & Zhang, Hongwei, 2022. "Time-frequency spillovers among carbon, fossil energy and clean energy markets: The effects of attention to climate change," International Review of Financial Analysis, Elsevier, vol. 83(C).
    2. Hammoudeh, Shawkat & Ajmi, Ahdi Noomen & Mokni, Khaled, 2020. "Relationship between green bonds and financial and environmental variables: A novel time-varying causality," Energy Economics, Elsevier, vol. 92(C).
    3. Pham, Son D. & Nguyen, Thao T.T. & Do, Hung X., 2024. "Impact of climate policy uncertainty on return spillover among green assets and portfolio implications," Energy Economics, Elsevier, vol. 134(C).
    4. Dutta, Anupam & Bouri, Elie & Rothovius, Timo & Uddin, Gazi Salah, 2023. "Climate risk and green investments: New evidence," Energy, Elsevier, vol. 265(C).
    5. Qi, Haozhi & Ma, Lijun & Peng, Pin & Chen, Hao & Li, Kang, 2022. "Dynamic connectedness between clean energy stock markets and energy commodity markets during times of COVID-19: Empirical evidence from China," Resources Policy, Elsevier, vol. 79(C).
    6. Hoque, Mohammad Enamul & Soo-Wah, Low & Billah, Mabruk, 2023. "Time-frequency connectedness and spillover among carbon, climate, and energy futures: Determinants and portfolio risk management implications," Energy Economics, Elsevier, vol. 127(PB).
    7. Lei, Heng & Xue, Minggao & Ye, Jing, 2024. "The nexus between ReFi, carbon, fossil energy, and clean energy assets: Quantile time–frequency connectedness and portfolio implications," Energy Economics, Elsevier, vol. 132(C).
    8. Zhou, Deheng & Siddik, Abu Bakkar & Guo, Lili & Li, Houjian, 2023. "Dynamic relationship among climate policy uncertainty, oil price and renewable energy consumption—findings from TVP-SV-VAR approach," Renewable Energy, Elsevier, vol. 204(C), pages 722-732.
    9. Duan, Xiaoping & Xiao, Ya & Ren, Xiaohang & Taghizadeh-Hesary, Farhad & Duan, Kun, 2023. "Dynamic spillover between traditional energy markets and emerging green markets: Implications for sustainable development," Resources Policy, Elsevier, vol. 82(C).
    10. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    11. Taghizadeh-Hesary, Farhad & Phoumin, Han & Rasoulinezhad, Ehsan, 2023. "Assessment of role of green bond in renewable energy resource development in Japan," Resources Policy, Elsevier, vol. 80(C).
    12. Reboredo, Juan C. & Ugolini, Andrea & Ojea-Ferreiro, Javier, 2022. "Do green bonds de-risk investment in low-carbon stocks?," Economic Modelling, Elsevier, vol. 108(C).
    13. Bouri, Elie, 2023. "Spillovers in the joint system of conditional higher-order moments: US evidence from green energy, brown energy, and technology stocks," Renewable Energy, Elsevier, vol. 210(C), pages 507-523.
    14. Wang, Kai-Hua & Wang, Zu-Shan & Yunis, Manal & Kchouri, Bilal, 2023. "Spillovers and connectedness among climate policy uncertainty, energy, green bond and carbon markets: A global perspective," Energy Economics, Elsevier, vol. 128(C).
    15. Iyke, Bernard Njindan, 2024. "Climate change, energy security risk, and clean energy investment," Energy Economics, Elsevier, vol. 129(C).
    16. Belaïd, Fateh & Al-Sarihi, Aisha & Al-Mestneer, Raed, 2023. "Balancing climate mitigation and energy security goals amid converging global energy crises: The role of green investments," Renewable Energy, Elsevier, vol. 205(C), pages 534-542.
    17. Wen, Jun & Zhang, Sen & Chang, Chun-Ping & Anugrah, Donni Fajar & Affandi, Yoga, 2023. "Does climate vulnerability promote green investment under energy supply restriction?," Energy Economics, Elsevier, vol. 124(C).
    18. Dongming Jiang & Fang Jia, 2022. "Extreme Spillover between Green Bonds and Clean Energy Markets," Sustainability, MDPI, vol. 14(10), pages 1-15, May.
    19. Jozef Baruník & Tomáš Křehlík, 2018. "Measuring the Frequency Dynamics of Financial Connectedness and Systemic Risk," Journal of Financial Econometrics, Oxford University Press, vol. 16(2), pages 271-296.
    20. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Gabauer, David & Dwumfour, Richard Adjei, 2022. "Dynamic spillover effects among green bond, renewable energy stocks and carbon markets during COVID-19 pandemic: Implications for hedging and investments strategies," Global Finance Journal, Elsevier, vol. 51(C).
    21. Karkowska, Renata & Urjasz, Szczepan, 2023. "How does the Russian-Ukrainian war change connectedness and hedging opportunities? Comparison between dirty and clean energy markets versus global stock indices," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
    22. Guorong Chen & Shiyi Fang & Qibo Chen & Yun Zhang, 2023. "Risk Spillovers and Network Connectedness between Clean Energy Stocks, Green Bonds, and Other Financial Assets: Evidence from China," Energies, MDPI, vol. 16(20), pages 1-21, October.
    23. Dan Nie & Yanbin Li & Xiyu Li & Xuejiao Zhou & Feng Zhang, 2022. "The Dynamic Spillover between Renewable Energy, Crude Oil and Carbon Market: New Evidence from Time and Frequency Domains," Energies, MDPI, vol. 15(11), pages 1-28, May.
    24. Chen, Xia & Fu, Qiang & Chang, Chun-Ping, 2021. "What are the shocks of climate change on clean energy investment: A diversified exploration," Energy Economics, Elsevier, vol. 95(C).
    25. Xiao, Xunyong & Li, Aixi & Kchouri, Bilal & Shan, Shan, 2024. "Tracing the dynamic impact of energy transitions on equity market volatility in an era of financial turbulence," Energy Economics, Elsevier, vol. 133(C).
    26. Lu, Xunfa & Huang, Nan & Mo, Jianlei & Ye, Zhitao, 2023. "Dynamics of the return and volatility connectedness among green finance markets during the COVID-19 pandemic," Energy Economics, Elsevier, vol. 125(C).
    27. Xi, Yue & Huynh, Anh Ngoc Quang & Jiang, Yushi & Hong, Yanran, 2023. "Energy transition concern: Time-varying effect of climate policy uncertainty on renewables consumption," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    28. Dai, Zhifeng & Luo, Zhuang & Liu, Chang, 2023. "Dynamic volatility spillovers and investment strategies between crude oil, new energy, and resource related sectors," Resources Policy, Elsevier, vol. 83(C).
    29. Lorente, Daniel Balsalobre & Mohammed, Kamel Si & Cifuentes-Faura, Javier & Shahzad, Umer, 2023. "Dynamic connectedness among climate change index, green financial assets and renewable energy markets: Novel evidence from sustainable development perspective," Renewable Energy, Elsevier, vol. 204(C), pages 94-105.
    30. Naeem, Muhammad Abubakr & Sadorsky, Perry & Karim, Sitara, 2023. "Sailing across climate-friendly bonds and clean energy stocks: An asymmetric analysis with the Gulf Cooperation Council Stock markets," Energy Economics, Elsevier, vol. 126(C).
    31. Syed, Qasim Raza & Apergis, Nicholas & Goh, Soo Khoon, 2023. "The dynamic relationship between climate policy uncertainty and renewable energy in the US: Applying the novel Fourier augmented autoregressive distributed lags approach," Energy, Elsevier, vol. 275(C).
    32. Ali, Shoaib & Umar, Muhammad & Naveed, Muhammad & Shan, Shan, 2024. "Assessing the impact of renewable energy tokens on BRICS stock markets: A new diversification approach," Energy Economics, Elsevier, vol. 134(C).
    33. Aharon, David Y. & Baig, Ahmed S. & Jacoby, Gady & Wu, Zhenyu, 2024. "Greenhouse gas emissions and the stability of equity markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
    34. Shang, Yunfeng & Han, Ding & Gozgor, Giray & Mahalik, Mantu Kumar & Sahoo, Bimal Kishore, 2022. "The impact of climate policy uncertainty on renewable and non-renewable energy demand in the United States," Renewable Energy, Elsevier, vol. 197(C), pages 654-667.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhang, Jiahao & Zhang, Yifeng & Wei, Yu & Wang, Zhuo, 2024. "Normal and extreme impact and connectedness between fossil energy futures markets and uncertainties: Does El Niño-Southern Oscillation matter?," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 188-215.
    2. Wang, Yu & Cheung, Adrian Wai Kong & Yan, Wan-Lin & Wang, Bin, 2025. "Connectedness of China’s green bond and green stock markets at the low- and high-order moments: The role of economic and climate policy uncertainty," The North American Journal of Economics and Finance, Elsevier, vol. 78(C).
    3. Xu, Changxin & Chen, Zixu & Zhu, Wenjun & Zhi, Jiaqi & Yu, Yue & Shi, Changfeng, 2025. "Time-frequency spillover and early warning of climate risk in international energy markets and carbon markets: From the perspective of complex network and machine learning," Energy, Elsevier, vol. 318(C).
    4. Pham, Son D. & Nguyen, Thao T.T. & Do, Hung X., 2024. "Impact of climate policy uncertainty on return spillover among green assets and portfolio implications," Energy Economics, Elsevier, vol. 134(C).
    5. Yan, Wan-Lin & Cheung, Adrian (Wai Kong), 2025. "Quantile connectedness among climate policy uncertainty, news sentiment, oil and renewables in China," Research in International Business and Finance, Elsevier, vol. 76(C).
    6. Alomari, Mohammed & Belghouthi, Houssem Eddine & Mensi, Walid & Vo, Xuan Vinh & Kang, Sang Hoon, 2024. "Extreme time-frequency connectedness between energy sector markets and financial markets," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 847-877.
    7. Liang, Chao & Goodell, John W. & Li, Xiafei, 2024. "Impacts of carbon market and climate policy uncertainties on financial and economic stability: Evidence from connectedness network analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
    8. Aamir Javed & Mahjabeen Usman & Nabila Abid & Agnese Rapposelli, 2025. "Unveiling the impact of geopolitical risk, climate policy uncertainty, environmental policy stringency, and financial efficiency on renewable energy investment in the USA: Evidence from novel dynamic ," Post-Print hal-05235793, HAL.
    9. Hanif, Waqas & El Khoury, Rim & Arfaoui, Nadia & Hammoudeh, Shawkat, 2025. "Are interconnectedness and spillover alike across green sectors during the COVID-19 and the Russia–Ukraine conflict?," Energy Economics, Elsevier, vol. 144(C).
    10. Yi, Qing & Jiang, Yuanying, 2025. "Time-frequency spillovers between carbon, fossil fuels, and clean energy markets: New insights from the TVP-VAR framework," Energy, Elsevier, vol. 323(C).
    11. Ziadat, Salem Adel & Mensi, Walid & Al-Kharusi, Sami & Vo, Xuan Vinh & Kang, Sang Hoon, 2024. "Are clean energy markets hedges for stock markets? A tail quantile connectedness regression," Energy Economics, Elsevier, vol. 136(C).
    12. Chen, Shuiyang & Meng, Bin & Kuang, Haibo, 2025. "High-order moment joint risk spillovers and investment management: Implications for green shipbuilding policy and practice," Transport Policy, Elsevier, vol. 163(C), pages 152-167.
    13. Abid, Ilyes & BenMabrouk, Houda & Guesmi, Khaled & Mansour, Abir, 2025. "The clout of happiness and uncertainty in the environmental transition: Insights from CO2 and clean energy dynamic spillovers," Research in International Business and Finance, Elsevier, vol. 74(C).
    14. Ye, Rendao & Xiao, Jian & Zhang, Yilan, 2024. "Risk spillover effect of the new energy market and its hedging effectiveness: New evidence from industry chain," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 1061-1079.
    15. Deng, Xiang & Xu, Fang, 2024. "Connectedness between international oil and China's new energy industry chain: A time-frequency analysis based on TVP-VAR model," Energy Economics, Elsevier, vol. 140(C).
    16. Ozkan, Oktay & Sunday Adebayo, Tomiwa & Usman, Ojonugwa, 2024. "Dynamic connectedness of clean energy markets, green markets, and sustainable markets: The role of climate policy uncertainty," Energy, Elsevier, vol. 303(C).
    17. Dai, Zhifeng & Hu, Juan & Liu, Xinheng & Yang, Mi, 2024. "ynamic time-domain and frequency-domain spillovers and portfolio strategies between climate change attention and energy-relevant markets," Energy Economics, Elsevier, vol. 134(C).
    18. Wang, Jikai & Qiao, Gaoxiu, 2025. "Extreme events and quantile time-frequency volatility connectedness across crude oil, green bonds and low-carbon equity markets," Research in International Business and Finance, Elsevier, vol. 77(PA).
    19. Hossain, Mohammad Razib & Ben Jabeur, Sami & Si Mohammed, Kamel & Shahzad, Umer, 2024. "Time-varying relatedness and structural changes among green growth, clean energy innovation, and carbon market amid exogenous shocks: A quantile VAR approach," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    20. Xiao, Xunyong & Li, Aixi & Kchouri, Bilal & Shan, Shan, 2024. "Tracing the dynamic impact of energy transitions on equity market volatility in an era of financial turbulence," Energy Economics, Elsevier, vol. 133(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:masfgc:v:30:y:2025:i:6:d:10.1007_s11027-025-10233-w. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.