IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v80y2025ics0275531925004106.html

Multiscale information network among fossil energy, renewable energy and ESG investment under the Russo-Ukrainian conflict

Author

Listed:
  • Hau, Liya
  • Xue, Wenxin
  • Liu, Qigui

Abstract

Geopolitical conflicts exert profound and far-reaching impacts on energy markets and their linkages with the broader financial system. Our study explores the influence of the Russo-Ukrainian conflict on information interactions among fossil energy, renewable energy and ESG investment through a multiscale-quantile perspective. A CEEMDAN-based quantile transfer entropy network has been constructed to provide more detailed information across different timescales and quantiles. The results reveal that the Russo-Ukrainian conflict has amplified information interactions among fossil energy, renewable energy and ESG investment. During the conflict, fossil energy and renewable energy markets exhibited opposing trends. Specifically, fossil energy dominates short-term information interactions, while renewable energy exerts greater influence in the medium-to-long term. Moreover, ESG investment served as a pivotal hub within the interaction network, shifting from being a short-term information recipient to a transmitter in the medium-to-long term. Finally, the multiscale information interactions exhibit quantile-dependent heterogeneity. These findings offer valuable insights for policymakers and investors, particularly in managing risk contagion related to extreme events like the Russo-Ukrainian conflict.

Suggested Citation

  • Hau, Liya & Xue, Wenxin & Liu, Qigui, 2025. "Multiscale information network among fossil energy, renewable energy and ESG investment under the Russo-Ukrainian conflict," Research in International Business and Finance, Elsevier, vol. 80(C).
    • Handle: RePEc:eee:riibaf:v:80:y:2025:i:c:s0275531925004106
    DOI: 10.1016/j.ribaf.2025.103154
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275531925004106
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ribaf.2025.103154?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. Divya Aggarwal & Sougata Banerjee, 2025. "Forecasting of S&P 500 ESG Index by Using CEEMDAN and LSTM Approach," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 44(2), pages 339-355, March.
    2. Balsalobre-Lorente, Daniel & Sinha, Avik & Murshed, Muntasir, 2023. "Russia-Ukraine conflict sentiments and energy market returns in G7 countries: Discovering the unexplored dynamics," Energy Economics, Elsevier, vol. 125(C).
    3. Singh, Amanjot & Patel, Ritesh & Singh, Harminder, 2022. "Recalibration of priorities: Investor preference and Russia-Ukraine conflict," Finance Research Letters, Elsevier, vol. 50(C).
    4. Liu, Chang & Sun, Xiaolei & Wang, Jun & Li, Jianping & Chen, Jianming, 2021. "Multiscale information transmission between commodity markets: An EMD-Based transfer entropy network," Research in International Business and Finance, Elsevier, vol. 55(C).
    5. Cao, Jian & Li, Zhi & Li, Jian, 2019. "Financial time series forecasting model based on CEEMDAN and LSTM," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 519(C), pages 127-139.
    6. Zhou, Yang & Xie, Chi & Wang, Gang-Jin & Gong, Jue & Li, Zhao-Chen & Zhu, You, 2024. "Who dominate the information flowing between innovative and traditional financial assets? A multiscale entropy-based approach," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 329-358.
    7. Zhang, Hu & Wei, Wei, 2025. "The impact of green investment policies on the development of new energy enterprises: Analysis based on heterogeneity and threshold effects," Finance Research Letters, Elsevier, vol. 83(C).
    8. Chuliá, Helena & Klein, Tony & Muñoz Mendoza, Jorge A. & Uribe, Jorge M., 2024. "Vulnerability of European electricity markets: A quantile connectedness approach," Energy Policy, Elsevier, vol. 184(C).
    9. Xu, Yingying & Shao, Xuefeng & Tanasescu, Cristina, 2024. "How are artificial intelligence, carbon market, and energy sector connected? A systematic analysis of time-frequency spillovers," Energy Economics, Elsevier, vol. 132(C).
    10. Su, Chi-Wei & Pang, Li-Dong & Qin, Meng & Lobonţ, Oana-Ramona & Umar, Muhammad, 2023. "The spillover effects among fossil fuel, renewables and carbon markets: Evidence under the dual dilemma of climate change and energy crises," Energy, Elsevier, vol. 274(C).
    11. Zhang, Qi & Yang, Kun & Hu, Yi & Jiao, Jianbin & Wang, Shouyang, 2023. "Unveiling the impact of geopolitical conflict on oil prices: A case study of the Russia-Ukraine War and its channels," Energy Economics, Elsevier, vol. 126(C).
    12. Gong, Chen & Tang, Pan & Wang, Yutong, 2019. "Measuring the network connectedness of global stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
    13. Huang, Shupei & Wang, Xinya & Ji, Qiang, 2025. "How unexpected geopolitical risk affect the nonlinear spillover among energy and metal markets?," Energy Economics, Elsevier, vol. 142(C).
    14. Jin, Xiu & Xue, Qiuyang, 2023. "Retail investor attention and stock market behavior in Russia-Ukraine conflict based on Chinese practices: Evidence from transfer entropy causal network," Finance Research Letters, Elsevier, vol. 58(PB).
    15. Lin, Ling & Jiang, Yong & Zhou, Zhongbao, 2024. "Asymmetric spillover and network connectedness of policy uncertainty, fossil fuel energy, and global ESG investment," Applied Energy, Elsevier, vol. 368(C).
    16. Kayani, Umar & Hasnaoui, Amir & Khan, Maaz & Zahoor, Nadia & Nawaz, Farrukh, 2024. "Analyzing fossil fuel commodities' return spillovers during the Russia and Ukraine crisis in the energy market," Energy Economics, Elsevier, vol. 135(C).
    17. Shahzad, Umer & Mohammed, Kamel Si & Tiwari, Sunil & Nakonieczny, Joanna & Nesterowicz, Renata, 2023. "Connectedness between geopolitical risk, financial instability indices and precious metals markets: Novel findings from Russia Ukraine conflict perspective," Resources Policy, Elsevier, vol. 80(C).
    18. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    19. Ji, Heli & Yu, Zhihai & Tian, Grace (Li) & Wang, David (Han) & Wen, Yue, 2025. "Market competition, environmental, social and corporate governance investment, and enterprise green innovation performance," Finance Research Letters, Elsevier, vol. 77(C).
    20. 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).
    21. Ji, Qiang & Marfatia, Hardik & Gupta, Rangan, 2018. "Information spillover across international real estate investment trusts: Evidence from an entropy-based network analysis," The North American Journal of Economics and Finance, Elsevier, vol. 46(C), pages 103-113.
    22. Huang, Zishan & Zhu, Huiming & Deng, Xi & Zeng, Tian, 2024. "Time-frequency tail risk spillover between ESG climate and high-carbon assets: The role of economic policy uncertainty and financial Stress," Finance Research Letters, Elsevier, vol. 67(PA).
    23. Bhattacherjee, Purba & Mishra, Sibanjan & Bouri, Elie & Wee, Jung Bum, 2024. "ESG, clean energy, and petroleum futures markets: Asymmetric return connectedness and hedging effectiveness," International Review of Economics & Finance, Elsevier, vol. 94(C).
    24. Yang, Junhua & Agyei, Samuel Kwaku & Bossman, Ahmed & Gubareva, Mariya & Marfo-Yiadom, Edward, 2024. "Energy, metals, market uncertainties, and ESG stocks: Analysing predictability and safe havens," The North American Journal of Economics and Finance, Elsevier, vol. 69(PB).
    25. Yu, Hui & Li, Huiru, 2025. "Interactions among correlations: How does the volatility of the carbon-energy price correlations transmit across different time scales?," Energy, Elsevier, vol. 320(C).
    26. Zhu, Huiming & Chen, Weiyan & Hau, Liya & Chen, Qitong, 2021. "Time-frequency connectedness of crude oil, economic policy uncertainty and Chinese commodity markets: Evidence from rolling window analysis," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    27. Khan, Khalid & Su, Chi Wei & Khurshid, Adnan & Qin, Meng, 2023. "Does energy security improve renewable energy? A geopolitical perspective," Energy, Elsevier, vol. 282(C).
    28. Ouyang, Ruolan & Zhuang, Chengkai & Wang, Tingting & Zhang, Xuan, 2022. "Network analysis of risk transmission among energy futures: An industrial chain perspective," Energy Economics, Elsevier, vol. 107(C).
    29. Lu, Juan & Li, He, 2024. "The impact of ESG ratings on low carbon investment: Evidence from renewable energy companies," Renewable Energy, Elsevier, vol. 223(C).
    30. Zhang, Yuqian & Yang, Zhaojun, 2024. "Dynamic incentive contracts for ESG investing," Journal of Corporate Finance, Elsevier, vol. 87(C).
    31. Tong, Zezheng & Goodell, John W. & Shen, Dehua, 2022. "Assessing causal relationships between cryptocurrencies and investor attention: New results from transfer entropy methodology," Finance Research Letters, Elsevier, vol. 50(C).
    32. Meng, Xin & Yu, Yanni, 2023. "Does the Russia-Ukraine conflict affect gasoline prices?," Energy Economics, Elsevier, vol. 128(C).
    33. Ren, Xiaohang & Xiao, Ya & Duan, Kun & Urquhart, Andrew, 2025. "Corrigendum to “Spillover effects between fossil energy and green markets: Evidence from informational inefficiency” [Energy EconomicsVolume 131, March 2024, 107317]," Energy Economics, Elsevier, vol. 143(C).
    34. Zhu, Bo & Deng, Yuanyue & Lin, Renda & Hu, Xin & Chen, Pingshe, 2022. "Energy security: Does systemic risk spillover matter? Evidence from China," Energy Economics, Elsevier, vol. 114(C).
    35. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    36. Yasmeen, Rizwana & Shah, Wasi Ul Hassan, 2024. "Energy uncertainty, geopolitical conflict, and militarization matters for Renewable and non-renewable energy development: Perspectives from G7 economies," Energy, Elsevier, vol. 306(C).
    37. Vo, Duc Hong & Tran, Minh Phuoc-Bao, 2024. "Volatility spillovers between energy and agriculture markets during the ongoing food & energy crisis: Does uncertainty from the Russo-Ukrainian conflict matter?," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    38. Zeng, Hongjun & Abedin, Mohammad Zoynul & Upreti, Vineet, 2024. "Does climate risk as barometers for specific clean energy indices? Insights from quartiles and time-frequency perspective," Energy Economics, Elsevier, vol. 140(C).
    39. Zeng, Hongjun & Abedin, Mohammad Zoynul & Lucey, Brian & Ma, Shenglin, 2025. "Tail risk contagion and multiscale spillovers in the green finance index and large US technology stocks," International Review of Financial Analysis, Elsevier, vol. 97(C).
    40. Zhao, Zuoxiang & Gozgor, Giray & Lau, Marco Chi Keung & Mahalik, Mantu Kumar & Patel, Gupteswar & Khalfaoui, Rabeh, 2023. "The impact of geopolitical risks on renewable energy demand in OECD countries," Energy Economics, Elsevier, vol. 122(C).
    41. Sohag, Kazi & Hammoudeh, Shawkat & Elsayed, Ahmed H. & Mariev, Oleg & Safonova, Yulia, 2022. "Do geopolitical events transmit opportunity or threat to green markets? Decomposed measures of geopolitical risks," Energy Economics, Elsevier, vol. 111(C).
    42. Tian, Hu & Zheng, Xiaolong & Zeng, Daniel Danjun, 2019. "Analyzing the dynamic sectoral influence in Chinese and American stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 536(C).
    43. Lucey, Brian & Ren, Boru, 2023. "Time-varying tail risk connectedness among sustainability-related products and fossil energy investments," Energy Economics, Elsevier, vol. 126(C).
    44. Yarovaya, Larisa & Brzeszczyński, Janusz & Goodell, John W. & Lucey, Brian & Lau, Chi Keung Marco, 2022. "Rethinking financial contagion: Information transmission mechanism during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    45. Liu, Yang & Huang, Yihan, 2024. "Assessing the interrelationship between fossil fuels resources and the biomass energy market for achieving a sustainable and green economy," Resources Policy, Elsevier, vol. 88(C).
    46. Jiang, Wei & Dong, Lingfei & Chen, Yunfei, 2023. "Time-frequency connectedness among traditional/new energy, green finance, and ESG in pre- and post-Russia-Ukraine war periods," Resources Policy, Elsevier, vol. 83(C).
    47. Jeff Tollefson, 2022. "What the war in Ukraine means for energy, climate and food," Nature, Nature, vol. 604(7905), pages 232-233, April.
    48. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    49. Yang, Yajie & Zhao, Longfeng & Zhu, Yipin & Chen, Lin & Wang, Gangjin & Wang, Chao, 2023. "Spillovers from the Russia-Ukraine conflict," Research in International Business and Finance, Elsevier, vol. 66(C).
    50. Helmi, Mohamad Husam & Elsayed, Ahmed H. & Khalfaoui, Rabeh, 2024. "The impact of geopolitical risk on sustainable markets: A quantile-time-frequency analysis," Finance Research Letters, Elsevier, vol. 64(C).
    51. Chen, Yanhua & Pantelous, Athanasios A., 2022. "The U.S.-China trade conflict impacts on the Chinese and U.S. stock markets: A network-based approach," Finance Research Letters, Elsevier, vol. 46(PB).
    52. Bhattacherjee, Purba & Mishra, Sibanjan & Kang, Sang Hoon, 2023. "Does market sentiment and global uncertainties influence ESG-oil nexus? A time-frequency analysis," Resources Policy, Elsevier, vol. 86(PA).
    53. Zhang, Linzi & Shi, Yong, 2025. "A dynamic multi-objective optimization model for inner-industry carbon responsibility allocation based on carbon tax and carbon offsets accounting," Applied Energy, Elsevier, vol. 377(PB).
    54. Liu, Yang & Xie, Xiaoqing & Wang, Mei, 2023. "Energy structure and carbon emission: Analysis against the background of the current energy crisis in the EU," Energy, Elsevier, vol. 280(C).
    55. Shi, Guiqiang & Goodell, John W. & Shen, Dehua, 2024. "Investor attention and GameFi returns: A transfer entropy analysis," Finance Research Letters, Elsevier, vol. 61(C).
    56. Cocca, Teodoro & Gabauer, David & Pomberger, Stefan, 2024. "Clean energy market connectedness and investment strategies: New evidence from DCC-GARCH R2 decomposed connectedness measures," Energy Economics, Elsevier, vol. 136(C).
    57. Christopher Aitken & Erkal Ersoy, 2023. "War in Ukraine: The options for Europe's energy supply," The World Economy, Wiley Blackwell, vol. 46(4), pages 887-896, April.
    58. Ye, Yingjin & Lin, Boqiang & Que, DingFei & Cai, Sijie & Wang, Chonghao, 2024. "COVID-19, the Russian-Ukrainian conflict and the extreme spillovers between fossil energy, electricity, and carbon markets," Energy, Elsevier, vol. 311(C).
    59. Alharbi, Samar S. & Naveed, Muhammad & Ali, Shoaib & Moussa, Faten, 2025. "Sailing towards sustainability: Connectedness between ESG stocks and green cryptocurrencies," International Review of Economics & Finance, Elsevier, vol. 98(C).
    60. Jin, Xiu & Liu, Yueli & Yu, Jinming & Huang, Weiqiang, 2023. "COVID-19 and extreme risk spillovers between oil and BRICS stock markets: A multiscale perspective," The North American Journal of Economics and Finance, Elsevier, vol. 68(C).
    61. Yang, Yajie & Zhao, Longfeng & Chen, Lin & Wang, Chao & Wang, Gang-Jin, 2025. "The spillover effects between renewable energy tokens and energy assets," Research in International Business and Finance, Elsevier, vol. 74(C).
    62. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    63. Dimpfl, Thomas & Peter, Franziska J., 2019. "Group transfer entropy with an application to cryptocurrencies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 516(C), pages 543-551.
    64. Chu, Wen-Jun & Fan, Li-Wei & Zhou, P., 2024. "Extreme spillovers across carbon and energy markets: A multiscale higher-order moment analysis," Energy Economics, Elsevier, vol. 138(C).
    65. Liu, Min & Liu, Hongfei & Ping, Weiying, 2025. "Dynamic spillovers between Shanghai crude oil futures and China's green markets: Evidence from quantile-on-quantile connectedness approach," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 78-93.
    66. Banerjee, Ameet Kumar, 2024. "Environmental sustainability and the time-varying changing dynamics of green and brown energy ETFs," Finance Research Letters, Elsevier, vol. 62(PB).
    67. Scholten, Daniel & Bazilian, Morgan & Overland, Indra & Westphal, Kirsten, 2020. "The geopolitics of renewables: New board, new game," Energy Policy, Elsevier, vol. 138(C).
    68. Niu, Hongli & Hu, Ziang, 2021. "Information transmission and entropy-based network between Chinese stock market and commodity futures market," Resources Policy, Elsevier, vol. 74(C).
    69. Wu, Ruirui & Li, Bin & Qin, Zhongfeng, 2024. "Spillovers and dependency between green finance and traditional energy markets under different market conditions," Energy Policy, Elsevier, vol. 192(C).
    70. Rim El Khoury & Nohad Nasrallah & Khaled Hussainey & Rima Assaf, 2023. "Spillover analysis across FinTech, ESG, and renewable energy indices before and during the Russia–Ukraine war: International evidence," Post-Print hal-04564870, HAL.
    71. Zheng, Hairong & Wang, Sikai & Zhang, Tingting, 2025. "Dynamic risk spillovers between green bonds and energy markets: New evidence from the GARCH-MIDAS-D-Copula-CoVaR approach considering uncertainties," Renewable Energy, Elsevier, vol. 239(C).
    72. Ma, Shiqun & Feng, Chao & Xiang, Lijin & Yin, Zhichao, 2025. "Causality and dynamic volatility spillover between the cryptocurrency implied exchange rate and the official exchange rate," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 666(C).
    73. 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).
    74. Cui, Jinxin & Maghyereh, Aktham, 2025. "Examining perceived spillovers among climate risk, fossil fuel, renewable energy, and carbon markets: A higher-order moment and quantile analysis," Journal of Commodity Markets, Elsevier, vol. 38(C).
    75. 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.
    76. Ahad, Muhammad & Imran, Zulfiqar Ali & Shahzad, Khurram, 2024. "Safe haven between European ESG and energy sector under Russian-Ukraine war: Role of sustainable investments for portfolio diversification," Energy Economics, Elsevier, vol. 138(C).
    77. Wu, Xinyu & Jiang, Zhengting, 2023. "Time-varying asymmetric volatility spillovers among China’s carbon markets, new energy market and stock market under the shocks of major events," Energy Economics, Elsevier, vol. 126(C).
    78. Nerlinger, Martin & Utz, Sebastian, 2022. "The impact of the Russia-Ukraine conflict on energy firms: A capital market perspective," Finance Research Letters, Elsevier, vol. 50(C).
    79. Li, Zhaohua & Hu, Baiding & Zhang, Yuqian & Yang, Wanyi, 2024. "Financial market spillovers and investor attention to the Russia-Ukraine war," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    80. Naeem, Muhammad Abubakr & Hasan, Mudassar & Arif, Muhammad & Balli, Faruk & Shahzad, Syed Jawad Hussain, 2020. "Time and frequency domain quantile coherence of emerging stock markets with gold and oil prices," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 553(C).
    81. Ji, Qiang & Bouri, Elie & Roubaud, David & Kristoufek, Ladislav, 2019. "Information interdependence among energy, cryptocurrency and major commodity markets," Energy Economics, Elsevier, vol. 81(C), pages 1042-1055.
    82. Wang, Xiaoyang, 2022. "Efficient markets are more connected: An entropy-based analysis of the energy, industrial metal and financial markets," Energy Economics, Elsevier, vol. 111(C).
    83. Ghallabi, Fahmi & Souissi, Bilel & Du, Anna Min & Ali, Shoaib, 2025. "ESG stock markets and clean energy prices prediction: Insights from advanced machine learning," International Review of Financial Analysis, Elsevier, vol. 97(C).
    84. Ji, Qiang & Bouri, Elie & Lau, Chi Keung Marco & Roubaud, David, 2019. "Dynamic connectedness and integration in cryptocurrency markets," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 257-272.
    85. Satyaban Sahoo & Sanjay Kumar, 2022. "Integration and Volatility Spillover Among Environmental, Social and Governance Indices: Evidence from BRICS Countries," Global Business Review, International Management Institute, vol. 23(6), pages 1280-1298, December.
    86. Yousaf, Imran & Ijaz, Muhammad Shahzad & Umar, Muhammad & Li, Yanshuang, 2024. "Exploring volatility interconnections between AI tokens, AI stocks, and fossil fuel markets: evidence from time and frequency-based connectedness analysis," Energy Economics, Elsevier, vol. 133(C).
    87. Dai, Xingyu & Li, Matthew C. & Xiao, Ling & Wang, Qunwei, 2022. "COVID-19 and China commodity price jump behavior: An information spillover and wavelet coherency analysis," Resources Policy, Elsevier, vol. 79(C).
    88. Gong, Xu & Jin, Yujing & Liu, Tangyong, 2023. "Analyzing pure contagion between crude oil and agricultural futures markets," Energy, Elsevier, vol. 269(C).
    89. Ricci, Ornella & Santilli, Gianluca & Scardozzi, Giulia & Stentella Lopes, Francesco Saverio, 2024. "ESG resilience in conflictual times," Research in International Business and Finance, Elsevier, vol. 71(C).
    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. Zheng, Huike & Gao, Chiyuan & Deng, Jing, 2025. "Tail risk spillover and systemic importance among fossil energy markets: Evidence from china," The North American Journal of Economics and Finance, Elsevier, vol. 79(C).
    2. Xiao, Jihong & Xu, Wen & Liu, Hong & Zhao, Yunning, 2025. "Spillovers from oil price uncertainty to Chinese sectoral stock returns: New insights from effective transfer entropy," International Review of Financial Analysis, Elsevier, vol. 106(C).
    3. Niu, Hongli & Hu, Ziang, 2021. "Information transmission and entropy-based network between Chinese stock market and commodity futures market," Resources Policy, Elsevier, vol. 74(C).
    4. Enilov, Martin & Delantar, Edna & Parhi, Mamata, 2026. "The predictive effects of Fintech-ESG dynamic interdependence: A global perspective on Cleantech energy transition risk," Energy Economics, Elsevier, vol. 153(C).
    5. Ali, Shoaib & Al-Nassar, Nassar S. & Sindhu, Muzammal Ilyas & Naveed, Muhammad, 2025. "Sustainable synergy: Static and dynamic nexus between ESG and BRICS equity markets," Research in International Business and Finance, Elsevier, vol. 74(C).
    6. Khan, Nasir & Mejri, Sami & Hammoudeh, Shawkat, 2024. "How do global commodities react to increasing geopolitical risks? New insights into the Russia-Ukraine and Palestine-Israel conflicts," Energy Economics, Elsevier, vol. 138(C).
    7. Deng, Jing & Xu, Zihan & Xing, Xiaoyun, 2024. "Extreme risk contagions among fossil energy companies in China: Insights from a multilayer dynamic network analysis," Energy, Elsevier, vol. 306(C).
    8. Salim Lahmiri, 2025. "Wavelet Entropy for Efficiency Assessment of Price, Return, and Volatility of Brent and WTI During Extreme Events," Commodities, MDPI, vol. 4(2), pages 1-10, March.
    9. Liu, Min & Liu, Hongfei & Ping, Weiying, 2025. "Dynamic spillovers between Shanghai crude oil futures and China's green markets: Evidence from quantile-on-quantile connectedness approach," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 78-93.
    10. Liu, Jiahao & Zhu, Bo & Hu, Xin, 2024. "Systemic risk spillovers among global energy firms: Does geopolitical risk matter?," Energy Economics, Elsevier, vol. 140(C).
    11. Ping Li & Peiyao Zhang & Yanhong Guo & Jiahong Li, 2024. "How has the relationship between major financial markets changed during the Russia–Ukraine conflict?," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
    12. Wu, Ruirui & Li, Bin & Qin, Zhongfeng, 2024. "Spillovers and dependency between green finance and traditional energy markets under different market conditions," Energy Policy, Elsevier, vol. 192(C).
    13. Nishimura, Yusaku & Ji, Yang & Sun, Bianxia, 2026. "Geopolitical crises, financial markets, and intraday volatility spillovers," The North American Journal of Economics and Finance, Elsevier, vol. 82(C).
    14. Charteris, Ailie & Obojska, Lidia & Szczygielski, Jan Jakub & Brzeszczyński, Janusz, 2026. "Energy market connectedness: A tale of two crises," Energy Economics, Elsevier, vol. 153(C).
    15. Al-Nassar, Nassar S. & Assaf, Rima & Chaibi, Anis & Makram, Beljid, 2024. "The nexus between mineral, renewable commodities, and regional stock sectors during health and military crises," Resources Policy, Elsevier, vol. 96(C).
    16. Aizenman, Joshua & Lindahl, Robert & Stenvall, David & Uddin, Gazi Salah, 2024. "Geopolitical shocks and commodity market dynamics: New evidence from the Russia-Ukraine conflict," European Journal of Political Economy, Elsevier, vol. 85(C).
    17. Zhang, Yong & Tang, GuangYuan & Li, Rong, 2025. "Spillover effects between China's new energy and carbon markets and international crude oil market: A look at the impact of extreme events," International Review of Economics & Finance, Elsevier, vol. 98(C).
    18. Lu, Xunfa & Huang, Nan & Mo, Jianlei, 2024. "Time-varying causalities from the COVID-19 media coverage to the dynamic spillovers among the cryptocurrency, the clean energy, and the crude oil," Energy Economics, Elsevier, vol. 132(C).
    19. Chiappari, Mattia & Scotti, Francesco & Flori, Andrea, 2024. "Market responses to spillovers in the energy commodity markets: Evaluating short-term vs. long-term effects and business-as-usual vs. distressed phases," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    20. Banerjee, Ameet Kumar & Mishra, Neelesh Kumar & Mishra, Neetu & Klein, Tony & Sensoy, Ahmet, 2026. "Gaining ground or losing foothold: Game-theoretic lens to unveil strategic bargaining between oil exporters and importers," International Review of Financial Analysis, Elsevier, vol. 109(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:eee:riibaf:v:80:y:2025:i:c:s0275531925004106. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ribaf .

    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.