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Geopolitical risk and dynamic connectedness between commodity markets

Citations

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Cited by:

  1. Roudari, Soheil & Ahmadian- Yazdi, Farzaneh & Namazizadeh, Ehsan, 2024. "بررسی سرریز ریسک پویا نامتقارن در بازار فلزات اساسی: شواهدی از مدیریت مواد مصرفی مجتمع صنایع مس شهید باهنر [Examining Asymmetric Dynamic Risk Spillover in the Base Metals Market: Evidence from Material Management at Shahid Bahonar Copper Industrie," MPRA Paper 126957, University Library of Munich, Germany.
  2. Luccas Assis Attílio, 2025. "When global tensions hit the table: geopolitical risk and Brazil’s food prices," Economic Change and Restructuring, Springer, vol. 58(6), pages 1-30, December.
  3. Hayet Soltani & Mouna Boujelbene Abbes, 2025. "Unveiling the Co-Movements and Spillovers in Financial, Cryptocurrency and Commodity Markets: Insights from Googling Investors' Sentiment," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 15(1), pages 112-138.
  4. 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).
  5. Qi, Haozhi & Wu, Tiantian & Chen, Hao & Lu, Xiuling, 2023. "Time-frequency connectedness and cross-quantile dependence between carbon emission trading and commodity markets: Evidence from China," Resources Policy, Elsevier, vol. 82(C).
  6. 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).
  7. Wu, Ruirui, 2026. "How do climate risk and geopolitical risk impact shipping markets?," Research in International Business and Finance, Elsevier, vol. 81(C).
  8. Chien‐Chiang Lee & Mengqi Li & Xiaoming Zhang & Peiru Wang, 2025. "Stochastic Sequencing of Systemic Risk in Commodity Markets: Based on Geopolitical Risk Events Assessment," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 45(11), pages 2128-2150, November.
  9. Hu, Zinan & Borjigin, Sumuya, 2024. "The amplifying role of geopolitical Risks, economic policy Uncertainty, and climate risks on Energy-Stock market volatility spillover across economic cycles," The North American Journal of Economics and Finance, Elsevier, vol. 71(C).
  10. Dai, Zhifeng & Zhu, Junxin & Zhang, Xinhua, 2022. "Time-frequency connectedness and cross-quantile dependence between crude oil, Chinese commodity market, stock market and investor sentiment," Energy Economics, Elsevier, vol. 114(C).
  11. Pan, Lijun & Wang, Yangjie & Sun, Xiaofei & Sadiq, Muhammad & Dagestani, Abd Alwahed, 2023. "Natural resources: A determining factor of geopolitical risk in Russia? Revisiting conflict-based perspective," Resources Policy, Elsevier, vol. 85(PA).
  12. Zheng, Jinlin & Wen, Baoyu & Jiang, Yaohui & Wang, Xiaohan & Shen, Yue, 2023. "Risk spillovers across geopolitical risk and global financial markets," Energy Economics, Elsevier, vol. 127(PA).
  13. Rao, Amar & Sharma, Gagan Deep & Tiwari, Aviral Kumar & Hossain, Mohammad Razib & Dev, Dhairya, 2025. "Crude oil Price forecasting: Leveraging machine learning for global economic stability," Technological Forecasting and Social Change, Elsevier, vol. 216(C).
  14. Zhu, Yanli & Yang, Xian & Zhang, Chuanhai & Liu, Sihan & Li, Jiayi, 2024. "Asymmetric multi-scale systemic risk spillovers across international commodity futures markets: The role of infectious disease uncertainty," Journal of Commodity Markets, Elsevier, vol. 36(C).
  15. 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).
  16. Liu, Ling & Shahrour, Mohamad H. & Wojewodzki, Michal & Rohani, Alireza, 2025. "Decoding energy market turbulence: A TVP-VAR connectedness analysis of climate policy uncertainty and geopolitical risk shocks," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
  17. Islam, Md. Saiful & Islam, Md. Monirul & Rehman, Anis Ur & Alam, Md. Fakhre & Tarique, Md., 2024. "Mineral production amidst the economy of uncertainty: Response of metallic and non-metallic minerals to geopolitical turmoil in Saudi Arabia," Resources Policy, Elsevier, vol. 90(C).
  18. Li, Beibei & Chen, Yiming & Wu, Haipeng & Mao, Xuefeng, 2025. "Macroeconomics, geopolitical risk, and resource commodity price bubbles," Resources Policy, Elsevier, vol. 101(C).
  19. Zhang, Zhikai & Wang, Yudong & Xiao, Jihong & Zhang, Yaojie, 2023. "Not all geopolitical shocks are alike: Identifying price dynamics in the crude oil market under tensions," Resources Policy, Elsevier, vol. 80(C).
  20. Liu, Zixin & Zou, Renhao & Zhang, Shuguang & Zhang, Cheng, 2025. "Risk spillovers among energy, metals, and agriculture commodity markets: A network perspective," Finance Research Letters, Elsevier, vol. 83(C).
  21. Panazan Oana & Gheorghe Catalin & Calefariu Emilia, 2024. "Geopolitical Risks and Stock Market Volatility in the SAARC Region," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 18(1), pages 1-15.
  22. Hayet Soltani & Mouna Boujelbène Abbes, 2026. "Unveiling Co-Movements and Spillovers Across Financial, Cryptocurrency, and Commodity Markets: Insights from Google-Based Investor Sentiment," Quality & Quantity: International Journal of Methodology, Springer, vol. 60(1), pages 767-790, February.
  23. Kočenda, Evžen & Moravcová, Michala, 2024. "Frequency volatility connectedness and portfolio hedging of U.S. energy commodities," Research in International Business and Finance, Elsevier, vol. 69(C).
  24. Karaś, Marta Anita & Boda, Michał, . "Stabilność i wyniki finansowe banków w krajach Europy graniczących z konfliktem militarnym w Ukrainie," Gospodarka Narodowa-The Polish Journal of Economics, Szkoła Główna Handlowa w Warszawie / SGH Warsaw School of Economics, vol. 2024(2).
  25. Lo, Gaye-Del & Marcelin, Isaac & Bassène, Théophile & Sène, Babacar, 2022. "The Russo-Ukrainian war and financial markets: the role of dependence on Russian commodities," Finance Research Letters, Elsevier, vol. 50(C).
  26. Su, Chi Wei & Qin, Meng & Chang, Hsu-Ling & Țăran, Alexandra-Mădălina, 2023. "Which risks drive European natural gas bubbles? Novel evidence from geopolitics and climate," Resources Policy, Elsevier, vol. 81(C).
  27. Chen, Xiuwen & Yao, Yinhong & Wang, Lin & Huang, Shenwei, 2024. "How EPU, VIX, and GPR interact with the dynamic connectedness among commodity and financial markets: Evidence from wavelet analysis," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
  28. Lu, Xinjie & Ma, Feng & Guo, Qiang & Wang, Tianyang, 2025. "Financial risk management innovation in global commodity futures markets: A macroeconomic attention perspective," Pacific-Basin Finance Journal, Elsevier, vol. 92(C).
  29. Ata Assaf & Ender Demir & Oguz Ersan, 2025. "What drives the return and volatility spillover between DeFis and cryptocurrencies?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 1302-1318, April.
  30. Bashir, Muhammad Farhan & Shahbaz, Muhammad & Malik, Muhammad Nasir & Ma, Beiling & Wang, Jianming, 2023. "Energy transition, natural resource consumption and environmental degradation: The role of geopolitical risk in sustainable development," Resources Policy, Elsevier, vol. 85(PA).
  31. Wen, Danyan & He, Mengxi & Wang, Yudong & Zhang, Yaojie, 2025. "Forecasting gasoline prices using oil prices: New evidence based on the rocket and feather hypothesis," Energy, Elsevier, vol. 335(C).
  32. Lee, Meongsu & Westhoff, Patrick, 2023. "The Russian Aggression Against Ukraine: Implications for Decisions Leaving The Conservation Reserve Program," 2023 Annual Meeting, July 23-25, Washington D.C. 336006, Agricultural and Applied Economics Association.
  33. Yun-Shi Dai & Peng-Fei Dai & Wei-Xing Zhou, 2024. "The impact of geopolitical risk on the international agricultural market: Empirical analysis based on the GJR-GARCH-MIDAS model," Papers 2404.01641, arXiv.org.
  34. Almeida, Dora & Ferreira, Paulo & Dionísio, Andreia & Aslam, Faheem, 2025. "Exploring the connection between geopolitical risks and energy markets," Energy Economics, Elsevier, vol. 141(C).
  35. Youtao Xiang & Sumuya Borjigin, 2024. "High–low volatility spillover network between economic policy uncertainty and commodity futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(8), pages 1295-1319, August.
  36. Baltodano López, Ovielt & Billio, Monica & Casarin, Roberto & Costola, Michele, 2025. "Compounding geopolitical and energy risks: A clustered stochastic multi-COVOL model," Energy Economics, Elsevier, vol. 149(C).
  37. Xinghan Ren & Tianning Wang & Zekai Liu & Haoqi Xu, 2025. "The risk transmission mechanism between Geopolitical risks and the international agricultural product market: an analysis based on the cross-quantilogram and TVP-VAR-BK Models," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  38. Nur Dwiana Sari Saudi & Indraswati Tri Abdi Reviane & Abdul Hamid Paddu & Grisvia Agustin & Fitriwati Djam'an & Sabbar Dahham Sabbar, 2024. "Carbon Neutrality and Sustainable Development: An Empirical Study of Indonesia’s Renewable Energy Adoption," International Journal of Energy Economics and Policy, Econjournals, vol. 14(4), pages 526-537, July.
  39. Gong Caijuan & Farah Durani & Afshan Hamid & Qasim Raza Syed & Kay Hooi Keoy & Ahsan Anwar, 2026. "Navigating the green growth spectrum: Exploring the synergy between geopolitical risk, environmental policy stringency, and green production practices," Energy & Environment, , vol. 37(2), pages 826-852, March.
  40. Szafranek, Karol & Rubaszek, Michał & Uddin, Gazi Salah, 2024. "The role of uncertainty and sentiment for intraday volatility connectedness between oil and financial markets," Energy Economics, Elsevier, vol. 137(C).
  41. Li, Houjian & Li, Yanjiao & Guo, Lili, 2023. "Extreme risk spillover effect and dynamic linkages between uncertainty and commodity markets: A comparison between China and America," Resources Policy, Elsevier, vol. 85(PA).
  42. Shahbaz, Muhammad & Sheikh, Umaid A. & Tabash, Mosab I. & Jiao, Zhilun, 2024. "Shock transmission between climate policy uncertainty, financial stress indicators, oil price uncertainty and industrial metal volatility: Identifying moderators, hedgers and shock transmitters," Energy Economics, Elsevier, vol. 136(C).
  43. Alexandru-Mihaita Ichim & Teodora Monica Fulga & Andrei Dorian Panduru, "undated". "The Price of Energy Paid by EU Consumers in the Context of the War in Ukraine - Empirical Research," BASIQ Conference Proceedings 2024:054, Bucharest University of Economic Studies.
  44. Zhang, Dongna & Dai, Xingyu & Wang, Qunwei & Lau, Chi Keung Marco, 2023. "Impacts of weather conditions on the US commodity markets systemic interdependence across multi-timescales," Energy Economics, Elsevier, vol. 123(C).
  45. Wang, Lu & Guan, Li & Ding, Qian & Zhang, Hongwei, 2023. "Asymmetric impact of COVID-19 news on the connectedness of the green energy, dirty energy, and non-ferrous metal markets," Energy Economics, Elsevier, vol. 126(C).
  46. Eugene Msizi Buthelezi, 2024. "Navigating Global Uncertainty: Examining the Effect of Geopolitical Risks on Cryptocurrency Prices and Volatility in a Markov-Switching Vector Autoregressive Model," International Economic Journal, Taylor & Francis Journals, vol. 38(4), pages 564-590, October.
  47. Saadaoui, Jamel & Smyth, Russell & Vespignani, Joaquin, 2025. "Ensuring the security of the clean energy transition: Examining the impact of geopolitical risk on the price of critical minerals," Energy Economics, Elsevier, vol. 142(C).
  48. Ali, Shoaib & Naveed, Muhammad & Al-Nassar, Nassar S. & Mirza, Nawazish, 2024. "Mineral Metamorphosis: Tracing the static and dynamic nexus between minerals and global south markets," Resources Policy, Elsevier, vol. 96(C).
  49. Varshini, Anu & Kayal, Parthajit & Maiti, Moinak, 2024. "How good are different machine and deep learning models in forecasting the future price of metals? Full sample versus sub-sample," Resources Policy, Elsevier, vol. 92(C).
  50. S, Aiswarya & Muralikrishna, Muthumeenakshi, . "Time-frequency analysis of geopolitical risk and food commodity market: a wavelet based investigation," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 11(2).
  51. Xie, Qichang & Bi, Yanhao & Xi, Yiyu & Xu, Xin, 2025. "The impact of geopolitical risk on higher-order moment risk spillovers in global energy markets," Energy Economics, Elsevier, vol. 144(C).
  52. Wang, Kangsheng & Wen, Fenghua & Gong, Xu, 2024. "Oil prices and systemic financial risk: A complex network analysis," Energy, Elsevier, vol. 293(C).
  53. Huang, Jionghao & Li, Hongqiao & Chen, Baifan & Liu, Mengai & An, Chaofan & Xia, Xiaohua, 2025. "Revisiting the currency-commodity nexus: New insights into the R2 decomposed connectedness and the role of global shocks," International Review of Economics & Finance, Elsevier, vol. 98(C).
  54. Xuewei Zhou & Zisheng Ouyang & Rangan Gupta & Qiang Ji, 2026. "Time-varying multilayer networks analysis of frequency connectedness in commodity futures markets," Empirical Economics, Springer, vol. 70(2), pages 1-41, February.
  55. Zheng, Deyuan & Zhao, Chunguang & Hu, Jiaying, 2023. "Impact of geopolitical risk on the volatility of natural resource commodity futures prices in China," Resources Policy, Elsevier, vol. 83(C).
  56. 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.
  57. Jun Long & Xianghui Yuan & Liwei Jin & Chencheng Zhao, 2024. "Connectedness and risk spillover in China's commodity futures sectors," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(5), pages 784-802, May.
  58. Furuoka, Fumitaka & Yaya, OlaOluwa Simon & Ling, Pui Kiew & Al-Faryan, Mamdouh Abdulaziz Saleh & Islam, M. Nazmul, 2023. "Transmission of risks between energy and agricultural commodities: Frequency time-varying VAR, asymmetry and portfolio management," Resources Policy, Elsevier, vol. 81(C).
  59. Chishti, Muhammad Zubair & Khalid, Ali Awais & Sana, Moniba, 2023. "Conflict vs sustainability of global energy, agricultural and metal markets: A lesson from Ukraine-Russia war," Resources Policy, Elsevier, vol. 84(C).
  60. 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).
  61. Zhu, Sha & Xia, Yuqin & Li, Qiuxuan & Chen, Yunjia, 2025. "Global geopolitical risk and financial stability: Evidence from China," Finance Research Letters, Elsevier, vol. 72(C).
  62. Boqiang Lin & Tianxu Lan, 2024. "The time‐varying volatility spillover effects between China's coal and metal market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(5), pages 699-719, May.
  63. Chen, Xiangyu & Tongurai, Jittima, 2024. "Price spillovers and interdependences in China's agricultural commodity futures market: Evidence from the US-China trade dispute," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  64. Pacelli, Vincenzo & Di Tommaso, Caterina & Foglia, Matteo & Povia, Maria Melania, 2025. "Spillover effects between energy uncertainty and financial risk in the Eurozone banking sector," Energy Economics, Elsevier, vol. 141(C).
  65. Just, Małgorzata & Kliber, Agata & Echaust, Krzysztof, 2025. "Return connectedness between energy commodities and stock markets: New evidence from 31 energy sector companies in Europe," International Review of Financial Analysis, Elsevier, vol. 103(C).
  66. Hadad, Elroi & Malhotra, Davinder & Vasileiou, Evangelos, 2024. "Risk spillovers and optimal hedging in commodity ETFs: A TVP-VAR Approach," Finance Research Letters, Elsevier, vol. 70(C).
  67. Gong, Xiao-Li & Li, Ye & Xiong, Xiong, 2025. "Tail risk interconnectedness between cryptocurrency and clean energy markets under geopolitical conflicts," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 668(C).
  68. Hao, Xinlei & Ma, Yong & Pan, Dongtao, 2024. "Geopolitical risk and the predictability of spillovers between exchange, commodity and stock markets," Journal of Multinational Financial Management, Elsevier, vol. 73(C).
  69. Živkov, Dejan & Kuzman, Boris & Subić, Jonel, 2025. "Analysis of factors influencing metal markets across multiple scales – A smooth transition regression approach," Resources Policy, Elsevier, vol. 110(C).
  70. Marangoz, Cumali & Gerekan, Bekir & Yılmaz, Erdal & Bulut, Emre, 2025. "Disentangling geopolitical risks: A quantile approach to geopolitical risk indices’ impacts on stock markets," Finance Research Letters, Elsevier, vol. 77(C).
  71. 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).
  72. Zhang, Jilu & Guxue, Kaicheng, 2024. "Fostering sustainability: Exploring natural resources, mineral resources, and their impact on carbon reduction, economic growth," Resources Policy, Elsevier, vol. 92(C).
  73. Xu, Lei & Ma, Xueke & Qu, Fang & Wang, Li, 2023. "Risk connectedness between crude oil, gold and exchange rates in China: Implications of the COVID-19 pandemic," Resources Policy, Elsevier, vol. 83(C).
  74. Gong, Xu & Xu, Jun & Liu, Tangyong & Zhou, Zicheng, 2022. "Dynamic volatility connectedness between industrial metal markets," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
  75. Wang, Yihan & Bouri, Elie & Fareed, Zeeshan & Dai, Yuhui, 2022. "Geopolitical risk and the systemic risk in the commodity markets under the war in Ukraine," Finance Research Letters, Elsevier, vol. 49(C).
  76. Lin, Zi-Luo & Ouyang, Wen-Pei & Yu, Qing-Rui, 2024. "Risk spillover effects of the Israel–Hamas War on global financial and commodity markets: A time–frequency and network analysis," Finance Research Letters, Elsevier, vol. 66(C).
  77. Zhang, Zhikai & Wang, Yudong & Li, Bin, 2023. "Asymmetric spillover of geopolitical risk and oil price volatility: A global perspective," Resources Policy, Elsevier, vol. 83(C).
  78. Sercan Demiralay & Hatice Gaye Gencer & Alexander Brauneis, 2025. "Stock–Commodity Correlations, Optimal Hedging, and Climate Risks," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 45(10), pages 1693-1716, October.
  79. 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).
  80. 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).
  81. 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).
  82. Duc Hong Vo & Tam Hoang‐Nhat Dang, 2024. "The geopolitical risk spillovers across BRICS countries: A quantile frequency connectedness approach," Scottish Journal of Political Economy, Scottish Economic Society, vol. 71(1), pages 132-143, February.
  83. 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.
  84. Marta Anita Karaś & Michał Boda, 2024. "Stabilność i wyniki finansowe banków w krajach Europy graniczących z konfliktem militarnym w Ukrainie," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 2, pages 64-111.
  85. 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).
  86. Hu, Yang & Lang, Chunlin & Corbet, Shaen & Hou, Yang (Greg) & Oxley, Les, 2023. "Exploring the dynamic behaviour of commodity market tail risk connectedness during the negative WTI pricing event," Energy Economics, Elsevier, vol. 125(C).
  87. 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.
  88. Yun‐Shi Dai & Peng‐Fei Dai & Wei‐Xing Zhou, 2025. "Geopolitical Risk and the Volatility of the International Grain Futures Market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 45(10), pages 1757-1794, October.
  89. Fredy Gamboa-Estrada & José Vicente Romero, 2024. "Geopolitical Risk and Emerging Markets Sovereign Risk Premia," Borradores de Economia 1282, Banco de la Republica de Colombia.
  90. Zhang Tao & Tianzhuang Li & Yadi Chen & Xiaoyue Huang, 2025. "Does geopolitical risks drive the extreme spillovers of bulk energy and chemical commodity," PLOS ONE, Public Library of Science, vol. 20(6), pages 1-22, June.
  91. Do, Hung Xuan & Nepal, Rabindra & Pham, Son Duy & Jamasb, Tooraj, 2024. "Electricity market crisis in Europe and cross border price effects: A quantile return connectedness analysis," Energy Economics, Elsevier, vol. 135(C).
  92. Klein, Tony, 2024. "Investor behavior in times of conflict: A natural experiment on the interplay of geopolitical risk and defense stocks," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 294-313.
  93. Li, Songsong & Zhang, Weiqian & Zhang, Wei, 2023. "Dynamic time-frequency connectedness and risk spillover between geopolitical risks and natural resources," Resources Policy, Elsevier, vol. 82(C).
  94. Wei, Jiajia & Gao, Wang & Zhang, Hongwei, 2025. "Multiscale risk spillovers among critical mineral markets - insights from conditional and aggregated connectedness approach," International Review of Financial Analysis, Elsevier, vol. 107(C).
  95. Malhotra, Priya & Kumar, Sanjeev & Gubareva, Mariya & Mendes, José Zorro, 2026. "Dynamic nexus of clean energy metals, energy commodities and traditional assets: Multidimensional techniques and portfolio analysis," Research in International Business and Finance, Elsevier, vol. 81(C).
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  97. Wenbo Jia & Hao Jiang & Yiqing Lyv & Stavros Sindakis, 2025. "Uncertainty’s Effect on China’s Knowledge-Based Economy: Transformation Beyond Trade," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 4684-4725, March.
  98. 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).
  99. Shao, Yanmin & Li, Junlong, 2025. "When renewable energy technology products exports meet geopolitical risks: Can environmental policies sweeten the bitter pill of the trade?," Energy Economics, Elsevier, vol. 145(C).
  100. Rubaszek, Michał & Szafranek, Karol & Uddin, Gazi Salah, 2025. "Intraday volatility connectedness on the forex market: the role of uncertainty," Journal of International Money and Finance, Elsevier, vol. 157(C).
  101. Pham, Son Duy & Do, Hung Xuan & Nepal, Rabindra & Jamasb, Tooraj, 2025. "Tail risk connectedness in the Australian National Electricity Markets: The impact of rare events," Energy Economics, Elsevier, vol. 141(C).
  102. Hengzhen Lu & Qiujin Gao & Ling Xiao & Gurjeet Dhesi, 2024. "Forecasting EUA futures volatility with geopolitical risk: evidence from GARCH-MIDAS models," Review of Managerial Science, Springer, vol. 18(7), pages 1917-1943, July.
  103. Raghav Goyal & Edouard Mensah & Sandro Steinbach, 2024. "The interplay of geopolitics and agricultural commodity prices," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(4), pages 1533-1562, December.
  104. Bin, Meng & Shuiyang, Chen & Jingjing, Dong, 2025. "Nonlinear risk dynamics and strategic Management: Insights for LNG shipping policy and practice," Transport Policy, Elsevier, vol. 173(C).
  105. 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).
  106. Chowdhury, Mohammad Ashraful Ferdous & Abdullah, Mohammad & Abakah, Emmanuel Joel Aikins & Tiwari, Aviral Kumar, 2025. "Geopolitical risk and energy market tail risk forecasting: An explainable machine learning approach," Journal of Commodity Markets, Elsevier, vol. 39(C).
  107. Chuang Chen & Dan Yu, 2025. "The Role of Speculators in the Crude Oil Futures Market: Risk Sharing or Risk Taking," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 45(9), pages 1343-1360, September.
  108. Wu, You & Ren, Wenting & Wan, Jieru & Liu, Xiaoxue, 2023. "Time-frequency volatility connectedness between fossil energy and agricultural commodities: Comparing the COVID-19 pandemic with the Russia-Ukraine conflict," Finance Research Letters, Elsevier, vol. 55(PA).
  109. Mo, Bin & Nie, He & Zhao, Rongjie, 2024. "Dynamic nonlinear effects of geopolitical risks on commodities: Fresh evidence from quantile methods," Energy, Elsevier, vol. 288(C).
  110. Jiang, Wei & Zhang, Yanyu & Wang, Kai-Hua, 2024. "Analyzing the connectedness among geopolitical risk, traditional energy and carbon markets," Energy, Elsevier, vol. 298(C).
  111. Lang, Chunlin & Hu, Yang & Corbet, Shaen & Hou, Yang (Greg), 2024. "Tail risk connectedness in G7 stock markets: Understanding the impact of COVID-19 and related variants," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
  112. Zouhaier Dhifaoui & Kaies Ncibi & Faicel Gasmi & Abulmajeed Abdallah Alqarni, 2023. "The Nexus between Climate Change and Geopolitical Risk Index in Saudi Arabia Based on the Fourier-Domain Transfer Entropy Spectrum Method," Sustainability, MDPI, vol. 15(18), pages 1-22, September.
  113. 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).
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