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Green bond market stability and Russia Ukraine conflict: The role of green inclusive finance

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  • Wang, Anqi
  • Ding, Shusheng
  • Cui, Tianxiang

Abstract

The military conflict between Russia and Ukraine in 2022 generated a profound influence on the global financial community. This paper takes the Russia Ukraine conflict as a geopolitical conflict example to explore the divergent responses of standard green bonds and green inclusive bonds to conflict-related risks. In order to construct the VAR model, a novel Russia Ukraine conflict risk (RUCR) index has been developed by employing the data from the China Green Bond Index (GB) as well as the Green Inclusive Finance Theme Finance Bond Select Index (GIB). Our findings indicate that the Russia Ukraine conflict jeopardized both bond markets, while the green inclusive bond market exhibits stronger resilience in resisting the shocks compared with the conventional green bond market. Specifically, green inclusive bonds suffer a negative effect on returns in a low level manner, exhibiting lower volatility in response to identical geopolitical risk shocks. On this basis, salient research implications for policymakers and investors can be extracted from our study.

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  • Wang, Anqi & Ding, Shusheng & Cui, Tianxiang, 2025. "Green bond market stability and Russia Ukraine conflict: The role of green inclusive finance," Research in International Business and Finance, Elsevier, vol. 74(C).
    • Handle: RePEc:eee:riibaf:v:74:y:2025:i:c:s0275531924005270
    DOI: 10.1016/j.ribaf.2024.102734
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    as
    1. Umar, Zaghum & Iqbal, Najaf & Teplova, Tamara & Tan, Duojiao, 2024. "Dynamic impact of the US yield curve on green bonds: Navigating through recent crises," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
    2. Boungou, Whelsy & Yatié, Alhonita, 2022. "The impact of the Ukraine–Russia war on world stock market returns," Economics Letters, Elsevier, vol. 215(C).
    3. Xu, Danyang & Hu, Yang & Corbet, Shaen & Hou, Yang (Greg) & Oxley, Les, 2024. "Green bonds and traditional and emerging investments: Understanding connectedness during crises," The North American Journal of Economics and Finance, Elsevier, vol. 72(C).
    4. Fu, Hengni & Zheng, Chengsi & Yang, PingYu, 2024. "Digital inclusive finance and green transformation of manufacturing enterprises: Empirical analysis based on the dual perspectives of demand and supply," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    5. Będowska-Sójka, Barbara & Demir, Ender & Zaremba, Adam, 2022. "Hedging Geopolitical Risks with Different Asset Classes: A Focus on the Russian Invasion of Ukraine," Finance Research Letters, Elsevier, vol. 50(C).
    6. Jiménez, Alvaro & Rodríguez, Gabriel & Ataurima Arellano, Miguel, 2023. "Time-varying impact of fiscal shocks over GDP growth in Peru: An empirical application using hybrid TVP-VAR-SV models," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 314-332.
    7. Umar, Zaghum & Hadhri, Sinda & Abakah, Emmanuel Joel Aikins & Usman, Muhammad & Umar, Muhammad, 2024. "Return and volatility spillovers among oil price shocks and international green bond markets," Research in International Business and Finance, Elsevier, vol. 69(C).
    8. Guo, Xiaozhu & Lu, Xinjie & Mu, Shaobo & Zhang, Min, 2024. "New roles for energy and financial markets in spillover connections: context under COVID-19 and the Russia–Ukraine conflict," Research in International Business and Finance, Elsevier, vol. 71(C).
    9. Umar, Zaghum & Polat, Onur & Choi, Sun-Yong & Teplova, Tamara, 2022. "The impact of the Russia-Ukraine conflict on the connectedness of financial markets," Finance Research Letters, Elsevier, vol. 48(C).
    10. Liu, Fangying & Qin, Chuan & Qin, Meng & Stefea, Petru & Norena-Chavez, Diego, 2024. "Geopolitical risk: An opportunity or a threat to the green bond market?," Energy Economics, Elsevier, vol. 131(C).
    11. Zeng, Hongjun & Huang, Qingcheng & Abedin, Mohammad Zoynul & Ahmed, Abdullahi D. & Lucey, Brian, 2025. "Connectedness and frequency connection among green bond, cryptocurrency and green energy-related metals around the COVID-19 outbreak," Research in International Business and Finance, Elsevier, vol. 73(PA).
    12. Bouri, Elie & Gabauer, David & Gupta, Rangan & Kinateder, Harald, 2023. "Global geopolitical risk and inflation spillovers across European and North American economies," Research in International Business and Finance, Elsevier, vol. 66(C).
    13. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2023. "Trade matters except to war neighbors: The international stock market reaction to 2022 Russia’s invasion of Ukraine," Research in International Business and Finance, Elsevier, vol. 65(C).
    14. Ding, Shusheng & Wang, Anqi & Cui, Tianxiang & Du, Anna Min & Zhou, Xinmiao, 2024. "Commodity market stability and sustainable development: The effect of public health policies," Research in International Business and Finance, Elsevier, vol. 70(PB).
    15. Bouteska, Ahmed & Bhuiyan, Faruk & Sharif, Taimur & Miftah, Badir & Abedin, Mohammad Zoynul, 2025. "Impact of green bonds on traditional equity markets," Research in International Business and Finance, Elsevier, vol. 73(PA).
    16. Ding, Shusheng & Zheng, Dandan & Cui, Tianxiang & Du, Min, 2023. "The oil price-inflation nexus: The exchange rate pass- through effect," Energy Economics, Elsevier, vol. 125(C).
    17. Hamza, Taher & Ben Haj Hamida, Hayet & Mili, Mehdi & Sami, Mina, 2024. "High inflation during Russia–Ukraine war and financial market interaction: Evidence from C-Vine Copula and SETAR models," Research in International Business and Finance, Elsevier, vol. 70(PB).
    18. 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).
    19. Wang, Siquan & Du, Anna Min & Lin, Boqiang, 2025. "Micro-mechanisms of digitalization-driven financing for renewable energy: Growing capital pools and shifting flows," Research in International Business and Finance, Elsevier, vol. 73(PA).
    20. Vortelinos, Dimitrios I., 2017. "Forecasting realized volatility: HAR against Principal Components Combining, neural networks and GARCH," Research in International Business and Finance, Elsevier, vol. 39(PB), pages 824-839.
    21. 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).
    22. Hou, Yang (Greg) & Xu, Danyang & Oxley, Les & Goodell, John W., 2024. "Price discovery of climate risk and green bonds: A dynamic information leadership share approach," Finance Research Letters, Elsevier, vol. 69(PB).
    23. Doğan, Buhari & Trabelsi, Nader & Tiwari, Aviral Kumar & Ghosh, Sudeshna, 2023. "Dynamic dependence and causality between crude oil, green bonds, commodities, geopolitical risks, and policy uncertainty," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 36-62.
    24. 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).
    25. Jeff Tollefson, 2022. "What the war in Ukraine means for energy, climate and food," Nature, Nature, vol. 604(7905), pages 232-233, April.
    26. Adekoya, Oluwasegun B. & Oliyide, Johnson A. & Yaya, OlaOluwa S. & Al-Faryan, Mamdouh Abdulaziz Saleh, 2022. "Does oil connect differently with prominent assets during war? Analysis of intra-day data during the Russia-Ukraine saga," Resources Policy, Elsevier, vol. 77(C).
    27. Kim, Jong-Min & Kim, Dong H. & Jung, Hojin, 2021. "Estimating yield spreads volatility using GARCH-type models," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    28. Sun, Tingxuan, 2024. "Role of Inclusive Finance on oil Resource production targets: How Fiscal Pressures influence natural resources policy and green recovery in Gulf countries?," Resources Policy, Elsevier, vol. 88(C).
    29. Fang, Yi & Shao, Zhiquan, 2022. "The Russia-Ukraine conflict and volatility risk of commodity markets," Finance Research Letters, Elsevier, vol. 50(C).
    30. Wang, Kai-Hua & Wen, Cui-Ping & Liu, Hong-Wen & Liu, Lu, 2023. "Promotion or hindrance? Exploring the bidirectional causality between geopolitical risk and green bonds from an energy perspective," Resources Policy, Elsevier, vol. 85(PB).
    31. Zhang, Wenting & He, Xie & Hamori, Shigeyuki, 2023. "The impact of the COVID-19 pandemic and Russia-Ukraine war on multiscale spillovers in green finance markets: Evidence from lower and higher order moments," International Review of Financial Analysis, Elsevier, vol. 89(C).
    32. Du, Qunyang & Sun, Zhennan & Goodell, John W. & Du, Anna Min & Yang, Tianle, 2024. "Ecological risk and corporate sustainability: Examining ESG performance, risk management, and productivity," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    33. Ding, Shusheng & Cui, Tianxiang & Wu, Xiangling & Du, Min, 2022. "Supply chain management based on volatility clustering: The effect of CBDC volatility," Research in International Business and Finance, Elsevier, vol. 62(C).
    34. Sheenan, Lisa, 2023. "Green bonds, conventional bonds and geopolitical risk," Finance Research Letters, Elsevier, vol. 58(PC).
    35. Gholipour, Hassan F. & Tajaddini, Reza & Farzanegan, Mohammad Reza & Yam, Sharon, 2021. "Responses of REITs index and commercial property prices to economic uncertainties: A VAR analysis," Research in International Business and Finance, Elsevier, vol. 58(C).
    36. Chishti, Muhammad Zubair & Sinha, Avik & Zaman, Umer & Shahzad, Umer, 2023. "Exploring the dynamic connectedness among energy transition and its drivers: Understanding the moderating role of global geopolitical risk," Energy Economics, Elsevier, vol. 119(C).
    37. Elie Bouri & David Gabauer & Rangan Gupta & Harald Kinateder, 2023. "Geopolitical Risk and Inflation Spillovers across European and North American Economies," Working Papers 202304, University of Pretoria, Department of Economics.
    38. Bossman, Ahmed & Gubareva, Mariya & Teplova, Tamara, 2023. "Asymmetric effects of geopolitical risk on major currencies: Russia-Ukraine tensions," Finance Research Letters, Elsevier, vol. 51(C).
    39. Zhao, Jing, 2023. "Time-varying impact of geopolitical risk on natural resources prices: Evidence from the hybrid TVP-VAR model with large system," Resources Policy, Elsevier, vol. 82(C).
    40. Banerjee, Ameet Kumar & Sensoy, Ahmet & Goodell, John W., 2024. "Volatility connectedness between geopolitical risk and financial markets: Insights from pandemic and military crisis periods," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    41. Murshed, Muntasir & Ahmed, Rizwan & Khudoykulov, Khurshid & Kumpamool, Chamaiporn & Alrwashdeh, Nusiebeh Nahar Falah & Mahmood, Haider, 2023. "Can enhancing financial inclusivity lower climate risks by inhibiting carbon emissions? Contextual evidence from emerging economies," Research in International Business and Finance, Elsevier, vol. 65(C).
    42. Schumacher, Christian & Breitung, Jörg, 2008. "Real-time forecasting of German GDP based on a large factor model with monthly and quarterly data," International Journal of Forecasting, Elsevier, vol. 24(3), pages 386-398.
    43. Li, Fangmin & Goodell, John W. & Du, Anna Min & Yang, Tianle, 2024. "Ecological risk management: Effects of carbon risk on firm innovation investment," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    44. 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).
    45. Tang, Yumei & Chen, Xihui Haviour & Sarker, Provash Kumer & Baroudi, Sarra, 2023. "Asymmetric effects of geopolitical risks and uncertainties on green bond markets," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
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    More about this item

    Keywords

    Green Inclusive Bond; Russia Ukraine Conflict; VAR model; Geopolitical risk;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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