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Connectedness between geopolitical risk, financial instability indices and precious metals markets: Novel findings from Russia Ukraine conflict perspective

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  1. Wang, Xiao-Qing & Wu, Tong & Zhong, Huaming & Su, Chi-Wei, 2023. "Bubble behaviors in nickel price: What roles do geopolitical risk and speculation play?," Resources Policy, Elsevier, vol. 83(C).
  2. Pan, Zhaoshuai & Guo, Jiaxing, 2025. "External uncertainty and raw material price in energy transition: Implications for green development," Renewable Energy, Elsevier, vol. 241(C).
  3. Ping Li & Peiyao Zhang & Yanhong Guo & Jiahong Li, 2024. "How has the relationship between major financial markets changed during the Russia–Ukraine conflict?," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
  4. Mahdi Ghaemi Asl & David Roubaud, 2024. "Asymmetric interactions among cutting-edge technologies and pioneering conventional and Islamic cryptocurrencies: fresh evidence from intra-day-based good and bad volatilities," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-49, December.
  5. Ding, Shusheng & Wang, Kaihao & Cui, Tianxiang & Du, Min, 2023. "The time-varying impact of geopolitical risk on natural resource prices: The post-COVID era evidence," Resources Policy, Elsevier, vol. 86(PB).
  6. 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).
  7. Gao, Wang & Wei, Jiajia & Zhang, Hongwei & Zhang, Haizhen, 2024. "Does climate policy uncertainty exacerbate extreme risk spillovers between green economy and energy metals?," Resources Policy, Elsevier, vol. 91(C).
  8. Li, Beibei & Chen, Yiming & Wu, Haipeng & Mao, Xuefeng, 2025. "Macroeconomics, geopolitical risk, and resource commodity price bubbles," Resources Policy, Elsevier, vol. 101(C).
  9. Sunil Tiwari & Sana Bashir & Tapan Sarker & Umer Shahzad, 2024. "Sustainable pathways for attaining net zero emissions in selected South Asian countries: role of green energy market and pricing," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
  10. Abakah, Emmanuel Joel Aikins & Abdullah, Mohammad & Tiwari, Aviral Kumar & Wali Ullah, G M, 2024. "Asymmetric dynamics between geopolitical conflict sentiment and cryptomarkets," Research in International Business and Finance, Elsevier, vol. 69(C).
  11. Almeida, Dora & Ferreira, Paulo & Dionísio, Andreia & Aslam, Faheem, 2025. "Exploring the connection between geopolitical risks and energy markets," Energy Economics, Elsevier, vol. 141(C).
  12. Nicole Branger & Michael Hanke & Alex Weissensteiner, 2024. "The information content of wheat derivatives regarding the Ukrainian war," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(3), pages 420-431, March.
  13. Liu, Jiahao & Shen, Wenyu, 2024. "Financial instability in Europe: Does geopolitical risk from proximate countries and trading partners matter?," Finance Research Letters, Elsevier, vol. 66(C).
  14. Saakshi Jha & Sunny Bhushan & Nupur Nirola, 2024. "Is geopolitical risk always detrimental to economic growth?," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-31, April.
  15. Rim El Khoury & Muneer M. Alshater & Onur Polat, 2025. "Japanese stock market sectoral dynamics: A time and frequency analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 1249-1274, April.
  16. Hoque, Mohammad Enamul & Soo-Wah, Low & Tiwari, Aviral Kumar & Akhter, Tahmina, 2023. "Time and frequency domain connectedness and spillover among categorical and regional financial stress, gold and bitcoin market," Resources Policy, Elsevier, vol. 85(PA).
  17. Arshian Sharif & Usman Mehmood & Sunil Tiwari, 2024. "A step towards sustainable development: role of green energy and environmental innovation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 9603-9624, April.
  18. Yu, Jiangli & Wang, Shuo & Yang, Wantong, 2023. "Natural resources governance and geopolitical risks: A literature review and bibliometric analysis," Resources Policy, Elsevier, vol. 86(PA).
  19. Robertas Damaševičius & Ligita Zailskaitė-Jakštė, 2023. "The Impact of a National Crisis on Research Collaborations: A Scientometric Analysis of Ukrainian Authors 2019–2022," Publications, MDPI, vol. 11(3), pages 1-16, August.
  20. Hoque, Mohammad Enamul & Sahabuddin, Mohammad & Bilgili, Faik, 2024. "Volatility interconnectedness among financial and geopolitical markets: Evidence from COVID-19 and Ukraine-Russia crises," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 303-320.
  21. Khurram Ajaz Khan & Zdenko Metzker & Justas Streimikis & John Amoah, 2023. "Impact of negative emotions on financial behavior: An assessment through general strain theory," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 18(1), pages 219-254, March.
  22. Cui, Jinxin & Maghyereh, Aktham, 2024. "Unveiling interconnectedness: Exploring higher-order moments among energy, precious metals, industrial metals, and agricultural commodities in the context of geopolitical risks and systemic stress," Journal of Commodity Markets, Elsevier, vol. 33(C).
  23. Yousaf, Imran & Ohikhuare, Obaika M. & Li, Yong & Li, Yanshuang, 2024. "Interconnectedness between electricity and artificial intelligence-based markets during the crisis periods: Evidence from the TVP-VAR approach," Energy Economics, Elsevier, vol. 139(C).
  24. Chen, Fu & Tiwari, Sunil & Mohammed, Kamel Si & Huo, Weidong & Jamróz, Paweł, 2023. "Minerals resource rent responses to economic performance, greener energy, and environmental policy in China: Combination of ML and ANN outputs," Resources Policy, Elsevier, vol. 81(C).
  25. Chi-Wei Su & Kai-Hua Wang & Oana-Ramona Lobonţ & Meng Qin, 2023. "Continuous Wavelet Transform of Time-Frequency Analysis Technique to Capture the Dynamic Hedging Ability of Precious Metals," Mathematics, MDPI, vol. 11(5), pages 1-18, February.
  26. Ahmed, Shamima & Assaf, Rima & Rahman, Molla Ramizur & Tabassum, Fariha, 2023. "Is geopolitical risk interconnected? Evidence from Russian-Ukraine crisis," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
  27. Kyriazis, Nikolaos & Papadamou, Stephanos & Tzeremes, Panayiotis & Corbet, Shaen, 2024. "Quantifying spillovers and connectedness among commodities and cryptocurrencies: Evidence from a Quantile-VAR analysis," Journal of Commodity Markets, Elsevier, vol. 33(C).
  28. Carney, Richard W. & El Ghoul, Sadok & Guedhami, Omrane & Wang, He (Helen), 2024. "Geopolitical risk and the cost of capital in emerging economies," Emerging Markets Review, Elsevier, vol. 61(C).
  29. Halkos, George E. & Aslanidis, Panagiotis – Stavros C., 2023. "Sustainable energy development in an era of geopolitical multi-crisis. Applying productivity indices within institutional framework," Resources Policy, Elsevier, vol. 85(PB).
  30. Wang, Shanyong & Wang, Jing & Wang, Wenfu, 2023. "Do geopolitical risks facilitate the global energy transition? Evidence from 39 countries in the world," Resources Policy, Elsevier, vol. 85(PB).
  31. Fang, Guobin & Zhou, Xuehua & Ma, Huimin & Zhao, XiaoFang & Deng, YaoXun & Xie, Luoyan, 2025. "Economic policy uncertainty, investor sentiment and systemic financial risk: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 76(C).
  32. Foglia, Matteo & Palomba, Giulio & Tedeschi, Marco, 2023. "Disentangling the geopolitical risk and its effects on commodities. Evidence from a panel of G8 countries," Resources Policy, Elsevier, vol. 85(PB).
  33. Biswas, Priti & Jain, Prachi & Maitra, Debasish, 2024. "Are shocks in the stock markets driven by commodity markets? Evidence from Russia-Ukraine war," Journal of Commodity Markets, Elsevier, vol. 34(C).
  34. 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).
  35. Cifuentes-Faura, Javier & Mohammed, Kamel Si & Alofaysan, Hind, 2024. "The connectedness and structural changes among green and conventional energy markets with CO2 emissions in the United States," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 80-94.
  36. Wei, Xuecheng & Hu, Weihua, 2023. "Revisiting resources curse hypothesis in China: Exploring the asymmetric effect of green investment and green innovation," Resources Policy, Elsevier, vol. 85(PB).
  37. Bouri, Elie & Gök, Remzi & Gemi̇ci̇, Eray & Kara, Erkan, 2024. "Do geopolitical risk, economic policy uncertainty, and oil implied volatility drive assets across quantiles and time-horizons?," The Quarterly Review of Economics and Finance, Elsevier, vol. 93(C), pages 137-154.
  38. Lu, Chengwu & Zafar, Muhammad Wasif & Cevik, Emrah I. & Destek, Mehmet Akif & Bugan, Mehmet Fatih, 2023. "Time and quantile domain connectedness between the geopolitical risk of China and precious metals markets," Resources Policy, Elsevier, vol. 85(PA).
  39. Almeida, José & Gaio, Cristina & Gonçalves, Tiago Cruz, 2024. "Crypto market relationships with bric countries' uncertainty – A wavelet-based approach," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  40. Shu, Ying & Hossain, Mohammad Razib & Tillaguango, Brayan & Alvarado, Rafael & Işık, Cem & Murshed, Muntasir & Chen, Zhiguang, 2024. "Geo-political risks, uncertainty, financial development, renewable energy, and carbon intensity: Empirical evidence from countries at high geo-political risks," Applied Energy, Elsevier, vol. 376(PB).
  41. Zhang, Dongyang & Wang, Cao & Wang, Yizhi, 2024. "Unveiling the critical nexus: Volatility of crude oil future prices and trade partner’s cash holding behavior in the face of the Russia–Ukraine conflict," Energy Economics, Elsevier, vol. 132(C).
  42. Yousfi, Mohamed & Farhani, Ramzi & Bouzgarrou, Houssam, 2024. "From the pandemic to the Russia–Ukraine crisis: Dynamic behavior of connectedness between financial markets and implications for portfolio management," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1178-1197.
  43. Onur Polat, 2024. "Interlinkages across US sectoral returns: time-varying interconnectedness and hedging effectiveness," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-27, December.
  44. Jia, Zhenzhen & Tiwari, Sunil & Zhou, Jianhua & Farooq, Muhammad Umar & Fareed, Zeeshan, 2023. "Asymmetric nexus between Bitcoin, gold resources and stock market returns: Novel findings from quantile estimates," Resources Policy, Elsevier, vol. 81(C).
  45. Milena Kojić & Slobodan Rakić & José Wesley Lima da Silva & Fernando Henrique Antunes de Araujo, 2025. "Sectoral Efficiency and Resilience: A Multifaceted Analysis of S&P Global BMI Indices Under Global Crises," Mathematics, MDPI, vol. 13(4), pages 1-26, February.
  46. Meng, Xin & Yu, Yanni, 2023. "Does the Russia-Ukraine conflict affect gasoline prices?," Energy Economics, Elsevier, vol. 128(C).
  47. Xu, Yongfeng & Zhao, Xia, 2023. "Financial market risk, technology and natural resources nexus: Evidence from China," Resources Policy, Elsevier, vol. 81(C).
  48. Chen, Shi & Duan, Xiaoyu & Chiu, Shiu-Chieh & Lin, Jyh-Horng, 2024. "Insurer hedging amidst the interplay of black and green swans toward SDGs 3 and 7," Energy Economics, Elsevier, vol. 135(C).
  49. Abid, Ilyes & Dhaoui, Abderrazak & Kaabia, Olfa & Tarchella, Salma, 2023. "Geopolitical risk on energy, agriculture, livestock, precious and industrial metals: New insights from a Markov Switching model," Resources Policy, Elsevier, vol. 85(PA).
  50. 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).
  51. Aloui, Riadh & Ben Jabeur, Sami & Rezgui, Hichem & Ben Arfi, Wissal, 2023. "Geopolitical risk and commodity future returns: Fresh insights from dynamic copula conditional value-at-risk approach," Resources Policy, Elsevier, vol. 85(PB).
  52. Pham, Linh & Hsu, Kuang-Chung, 2025. "Metals of the future in a world in crisis: Geopolitical disruptions and the cleantech metal industry," Energy Economics, Elsevier, vol. 141(C).
  53. Khalique, Abdul & Wang, Yichen & Ahmed, Khalid, 2025. "Europe's environmental dichotomy: The impact of regulations, climate investments, and renewable energy on carbon mitigation in the EU-22," Energy Policy, Elsevier, vol. 198(C).
  54. Jiang, Wei & Chen, Yunfei, 2024. "Impact of Russia-Ukraine conflict on the time-frequency and quantile connectedness between energy, metal and agricultural markets," Resources Policy, Elsevier, vol. 88(C).
  55. Cheikh, Nidhaleddine Ben & Zaied, Younes Ben, 2023. "Investigating the dynamics of crude oil and clean energy markets in times of geopolitical tensions," Energy Economics, Elsevier, vol. 124(C).
  56. 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).
  57. 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).
  58. Gao, Wang & Jin, Xiaoman & Zhang, Hongwei & He, Miao, 2025. "The asymmetric response of higher-order moments of precious metals to energy shocks and financial stresses: Evidence from time-frequency connectedness approach," Energy Economics, Elsevier, vol. 142(C).
  59. Ahmed, Faroque & Gurdgiev, Constantin & Sohag, Kazi & Islam, Md. Monirul & Zeqiraj, Veton, 2024. "Global, local, or glocal? Unravelling the interplay of geopolitical risks and financial stress," Journal of Multinational Financial Management, Elsevier, vol. 75(C).
  60. Ding, Yuanyi, 2023. "Does natural resources cause sustainable financial development or resources curse? Evidence from group of seven economies," Resources Policy, Elsevier, vol. 81(C).
  61. Elsayed, Ahmed H. & Hoque, Mohammad Enamul & Billah, Mabruk, 2025. "Multilayer connectedness across geopolitical risks, clean, and dirty energy markets: The role of global uncertainty factors and climate surprise," Energy Economics, Elsevier, vol. 144(C).
  62. Muhammad Niaz Khan, 2024. "Market volatility and crisis dynamics: a comprehensive analysis of U.S., China, India, and Pakistan stock markets with oil and gold interconnections during COVID-19 and Russia–Ukraine war periods," Future Business Journal, Springer, vol. 10(1), pages 1-15, December.
  63. Qiang Wang & Xinhua Wang & Rongrong Li, 2024. "Geopolitical risks and energy transition: the impact of environmental regulation and green innovation," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-22, December.
  64. Hoque, Mohammad Enamul & Billah, Mabruk & Alam, Md Rafayet & Tiwari, Aviral Kumar, 2024. "Gold-backed cryptocurrencies: A hedging tool against categorical and regional financial stress," Global Finance Journal, Elsevier, vol. 60(C).
  65. Alshammari, Saad & Serret, Vanessa & Tiwari, Sunil & Si Mohammed, Kamel, 2025. "Industry 4.0 and AI amid economic uncertainty: Implications for sustainable markets," Research in International Business and Finance, Elsevier, vol. 75(C).
  66. Hu, Guoheng & Liu, Shan & Wu, Guo & Hu, Peng & Li, Ruiqi & Chen, Liujie, 2023. "Economic policy uncertainty, geopolitical risks, and the heterogeneity of commodity price fluctuations in China ——an empirical study based on TVP-SV-VAR model," Resources Policy, Elsevier, vol. 85(PA).
  67. Yang, Chengying & Xin, Xing & Li, Xuetao & Li, Liang, 2024. "Role of natural resource and mineral rent on economic development: Perspective on green reforms and financial management," Resources Policy, Elsevier, vol. 95(C).
  68. Si Mohammed, Kamel & Tedeschi, Marco & Mallek, Sabrine & Tarczyńska-Łuniewska, Małgorzata & Zhang, Anqi, 2023. "Realized semi variance quantile connectedness between oil prices and stock market: Spillover from Russian-Ukraine clash," Resources Policy, Elsevier, vol. 85(PA).
  69. Polat, Onur & Ertuğrul, Hasan Murat & Sakarya, Burçhan & Akgül, Ali, 2024. "TVP-VAR based time and frequency domain food & energy commodities connectedness an analysis for financial/geopolitical turmoil episodes," Applied Energy, Elsevier, vol. 357(C).
  70. Liu, Fangying & Su, Chi Wei & Qin, Meng & Lobonţ, Oana-Ramona, 2023. "Winner or loser? The bidirectional impact between geopolitical risk and energy transition from the renewable energy perspective," Energy, Elsevier, vol. 283(C).
  71. Wang, Min & Su, Yuquan, 2023. "How Russian-Ukrainian geopolitical risks affect Chinese commodity and financial markets?," Finance Research Letters, Elsevier, vol. 56(C).
  72. Saâdaoui, Foued & Ben Jabeur, Sami & Goodell, John W., 2023. "Geopolitical risk and the Saudi stock market: Evidence from a new wavelet packet multiresolution cross-causality," Finance Research Letters, Elsevier, vol. 53(C).
  73. Mohammed, Kamel Si & Obeid, Hassan & Oueslati, Karim & Kaabia, Olfa, 2023. "Investor sentiments, economic policy uncertainty, US interest rates, and financial assets: Examining their interdependence over time," Finance Research Letters, Elsevier, vol. 57(C).
  74. Conlon, Thomas & Corbet, Shaen & Goodell, John W. & Hou, Yang (Greg) & Oxley, Les, 2024. "Financial market information flows when counteracting rogue states: The indirect effects of targeted sanction packages," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 32-62.
  75. Rabbani, Mustafa Raza & Billah, Syed Mabruk & Shaik, Muneer & Rahman, Mashuk & Boujlil, Rhada, 2023. "Dynamic connectedness, spillover, and optimal hedging strategy among FinTech, Sukuk, and Islamic equity markets," Global Finance Journal, Elsevier, vol. 58(C).
  76. Alam, Md Shabbir & Murshed, Muntasir & Manigandan, Palanisamy & Pachiyappan, Duraisamy & Abduvaxitovna, Shamansurova Zilola, 2023. "Forecasting oil, coal, and natural gas prices in the pre-and post-COVID scenarios: Contextual evidence from India using time series forecasting tools," Resources Policy, Elsevier, vol. 81(C).
  77. Khurshid, Adnan & Chen, Yufeng & Rauf, Abdur & Khan, Khalid, 2023. "Critical metals in uncertainty: How Russia-Ukraine conflict drives their prices?," Resources Policy, Elsevier, vol. 85(PB).
  78. Hongjun Zeng & Abdullahi D. Ahmed & Ran Lu, 2024. "The Bitcoin‐agricultural commodities nexus: Fresh insight from COVID‐19 and 2022 Russia–Ukraine war," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 68(3), pages 653-677, July.
  79. Khan, Khalid & Khurshid, Adnan & Cifuentes-Faura, Javier, 2023. "Investigating the relationship between geopolitical risks and economic security: Empirical evidence from central and Eastern European countries," Resources Policy, Elsevier, vol. 85(PA).
  80. Evrim Mandaci, Pınar & Azimli, Asil & Mandaci, Nazif, 2023. "The impact of geopolitical risks on connectedness among natural resource commodities: A quantile vector autoregressive approach," Resources Policy, Elsevier, vol. 85(PA).
  81. 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).
  82. Wesam M. A. Hamed & Nesrin Özataç, 2024. "Spillover effects of financial development on renewable energy deployment and carbon neutrality: Does GCC institutional quality play a moderating role?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(11), pages 27351-27374, November.
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