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Asymmetric spillover and network connectedness between gold, BRENT oil and EU subsector markets

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Cited by:

  1. Dhouha Mellouli & Beatrice D. Simo‐Kengne & Azza Bejaoui & Ahmed Jeribi, 2025. "Unveiling the interconnectedness and volatility transmission between real assets and global stock market indices," Review of Financial Economics, John Wiley & Sons, vol. 43(3), pages 336-382, July.
  2. N.S. Al-Nassar & Sabri Boubaker & A. Chaibi & B. Makram, 2023. "In Search of Hedges and Safe Havens during the COVID-19 Pandemic: Gold versus Bitcoin, Oil, and Oil Uncertainty," Post-Print hal-04435437, HAL.
  3. Naeem, Muhammad Abubakr & Yousaf, Imran & Karim, Sitara & Yarovaya, Larisa & Ali, Shoaib, 2023. "Tail-event driven NETwork dependence in emerging markets," Emerging Markets Review, Elsevier, vol. 55(C).
  4. Liang, Ruibin & Cheng, Sheng & Li, Xinran, 2025. "Asymmetric impact of global crude oil on Chinese sectors and optimal portfolio strategies: An analysis of the higher-order moment tail risk spillovers," The North American Journal of Economics and Finance, Elsevier, vol. 78(C).
  5. Bouteska, Ahmed & Hajek, Petr & Fisher, Ben & Abedin, Mohammad Zoynul, 2023. "Nonlinearity in forecasting energy commodity prices: Evidence from a focused time-delayed neural network," Research in International Business and Finance, Elsevier, vol. 64(C).
  6. Imran Yousaf & Manel Youssef & Mariya Gubareva, 2025. "Return and Volatility Spillovers Between Non-fungible Tokens and Conventional Currencies: Evidence from the TVP–VAR Model," Springer Books, in: Gang Kou & Yongqiang Li & Zongyi Zhang & J. Leon Zhao & Zhi Zhuo (ed.), Blockchain, Crypto Assets, and Financial Innovation, pages 326-351, Springer.
  7. Siddique, Md Abubakar & Nobanee, Haitham & Karim, Sitara & Naz, Farah, 2023. "Do green financial markets offset the risk of cryptocurrencies and carbon markets?," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 822-833.
  8. Batra, Shallu & Tiwari, Aviral Kumar & Yadav, Mahender & Danso, Albert, 2025. "Connectedness among diverse financial assets: Evidence from cryptocurrency uncertainty indices," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
  9. Ohikhuare, Obaika M. & Oyewole, Oluwatomisin J., 2025. "Asymmetric connectedness among the G7 REITs market: How important are oil returns, climate policy uncertainty, and geopolitical risks?," Research in Economics, Elsevier, vol. 79(2).
  10. He, Zhipeng & Zhang, Shuguang, 2024. "Risk contagion and diversification among sovereign CDS, stock, foreign exchange and commodity markets: Fresh evidence from G7 and BRICS countries," Finance Research Letters, Elsevier, vol. 62(PB).
  11. Wei, Yu & Zhang, Jiahao & Chen, Yongfei & Wang, Yizhi, 2022. "The impacts of El Niño-southern oscillation on renewable energy stock markets: Evidence from quantile perspective," Energy, Elsevier, vol. 260(C).
  12. Walid Mensi & Salem Adel Ziadat & Xuan Vinh Vo & Sang Hoon Kang, 2024. "Spillovers and Portfolio Management Between the Uncertainty Indices of Oil and Gold and G7 Stock Markets," Computational Economics, Springer;Society for Computational Economics, vol. 64(4), pages 2233-2262, October.
  13. Zhao, Lu-Tao & Liu, Hai-Yi & Chen, Xue-Hui, 2024. "How does carbon market interact with energy and sectoral stocks? Evidence from risk spillover and wavelet coherence," Journal of Commodity Markets, Elsevier, vol. 33(C).
  14. Yang, Jie & Feng, Yun, 2023. "Market inefficiency spillover network across different regimes," Finance Research Letters, Elsevier, vol. 58(PC).
  15. Yousaf, Imran & Arfaoui, Nadia & Gubareva, Mariya, 2024. "Spillovers and hedging effectiveness between oil and US equity sectors: Evidence from the COVID pre- and post-vaccination phases," Research in International Business and Finance, Elsevier, vol. 69(C).
  16. Ali, Shoaib & Ijaz, Muhammad Shahzad & Yousaf, Imran & Li, Yanshuang, 2023. "Connectedness and portfolio management between renewable energy tokens and metals: Evidence from TVP-VAR approach," Energy Economics, Elsevier, vol. 127(PA).
  17. Kim, Jinhwan & Cho, Hoon & Seok, Sangik, 2026. "How trading barriers in underlying markets impact ETF trading and characteristics," Research in International Business and Finance, Elsevier, vol. 81(C).
  18. Olfa El Aoun, 2026. "Market-specific connectedness behaviors across quantiles and frequencies connectedness patterns among G7 markets, commodities, bitcoin, and interest rate spread," Digital Finance, Springer, vol. 8(1), pages 1-45, March.
  19. Banerjee, Ameet Kumar & Akhtaruzzaman, Md & Sensoy, Ahmet & Goodell, John W., 2024. "Volatility spillovers and hedging strategies between impact investing and agricultural commodities," International Review of Financial Analysis, Elsevier, vol. 94(C).
  20. Hanif, Waqas & El Khoury, Rim & Hadhri, Sinda, 2025. "Is connectedness between commodity volatility indices and G-7 stock market returns the same across return quantiles?," Journal of Multinational Financial Management, Elsevier, vol. 79(C).
  21. Wang, Wei & Enilov, Martin & Stankov, Petar, 2025. "Can cryptocurrency or gold rescue BRICS stocks amid the Russia-Ukraine conflict?," International Review of Financial Analysis, Elsevier, vol. 104(PA).
  22. Mushtaq, Hina & Ishtiaq, Muhammad & Jamal, Surayya & Raza Rizvi, Syed Maisam & Raza, Hamad, 2026. "Regime-Switching volatility and risk quantification in South Asian and developed stock Markets: A Comparative perspective using Markov-Switching GARCH with MLE and MCMC estimations," The North American Journal of Economics and Finance, Elsevier, vol. 82(C).
  23. Ying-Hui Shao & Yan-Hong Yang & Yun Zhang, 2026. "A Motif-Based Framework for Decomposing Risk Spillovers," Papers 2604.25406, arXiv.org.
  24. Aziz Ullah & Mahfuzur Rahman & Muhammad Irfan & Ilhan Ozturk, 2026. "Dynamic Volatility Spillovers and Risk Transmission Between Oil, Gold, and G7 Markets: A Crisis Perspective," American Journal of Economics and Sociology, Wiley Blackwell, vol. 85(3), pages 321-344, May.
  25. 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).
  26. Yaling Chen & Qinnan Jiang & Zhifeng Dai, 2026. "Systemic Risk Spillover of Oil, Gold to China Financial Market: New Evidence From a Copula-CoVaR-MODWT Approach," Evaluation Review, , vol. 50(3), pages 384-422, June.
  27. Kyriazis, Nikolaos & Corbet, Shaen, 2024. "Evaluating the dynamic connectedness of financial assets and bank indices during black-swan events: A Quantile-VAR approach," Energy Economics, Elsevier, vol. 131(C).
  28. Ouyang, Zisheng & Zhou, Xuewei & Wang, Gang-jin & Liu, Shuwen & Lu, Min, 2024. "Multilayer networks in the frequency domain: Measuring volatility connectedness among Chinese financial institutions," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 909-928.
  29. Naeem, Muhammad Abubakr & Pham, Linh & Senthilkumar, Arunachalam & Karim, Sitara, 2022. "Oil shocks and BRIC markets: Evidence from extreme quantile approach," Energy Economics, Elsevier, vol. 108(C).
  30. Hussain, Sabbor & Chen, Jo-Hui, 2025. "The return and volatility spillovers among decentralized finance (DeFi) assets," Research in International Business and Finance, Elsevier, vol. 79(C).
  31. Mensi, Walid & Vo, Xuan Vinh & Kang, Sang Hoon, 2022. "COVID-19 pandemic’s impact on intraday volatility spillover between oil, gold, and stock markets," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 702-715.
  32. Younis, Ijaz & Shah, Waheed Ullah & Yousaf, Imran, 2023. "Static and dynamic linkages between oil, gold and global equity markets in various crisis episodes: Evidence from the Wavelet TVP-VAR," Resources Policy, Elsevier, vol. 80(C).
  33. Banerjee, Ameet Kumar & Sensoy, Ahmet & Goodell, John W., 2024. "Connectivity and spillover during crises: Highlighting the prominent and growing role of green energy," Energy Economics, Elsevier, vol. 129(C).
  34. Karamti, Chiraz & Jeribi, Ahmed, 2023. "Stock markets from COVID-19 to the Russia–Ukraine crisis: Structural breaks in interactive effects panels," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
  35. Qin, Jingrui & Cong, Xiaoping & Ma, Di & Rong, Xueyun, 2024. "Dynamic quantile connectedness between oil and stock markets: Theimpactof theinterestrate," Energy Economics, Elsevier, vol. 136(C).
  36. Arfaoui, Nadia & Yousaf, Imran & Jareño, Francisco, 2023. "Return and volatility connectedness between gold and energy markets: Evidence from the pre- and post-COVID vaccination phases," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 617-634.
  37. Zhou, Xuewei & Ouyang, Zisheng & Lu, Min & Ouyang, Zhongzhe, 2024. "Multilayer network analysis of idiosyncratic volatility connectedness: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
  38. Spyros Papathanasiou & Dimitris Kenourgios & Drosos Koutsokostas & Georgios Pergeris, 2023. "Can treasury inflation-protected securities safeguard investors from outward risk spillovers? A portfolio hedging strategy through the prism of COVID-19," Journal of Asset Management, Palgrave Macmillan, vol. 24(3), pages 198-211, May.
  39. Ouyang, Zisheng & Zhou, Xuewei, 2023. "Interconnected networks: Measuring extreme risk connectedness between China’s financial sector and real estate sector," International Review of Financial Analysis, Elsevier, vol. 90(C).
  40. Liu, Zixin & Hu, Jun & Zhang, Shuguang & He, Zhipeng, 2024. "Risk spillovers among oil, gold, stock, and foreign exchange markets: Evidence from G20 economies," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
  41. Kim, Jinhwan & Cho, Hoon & Seok, Sangik, 2023. "Liquidity risk, return performance, and tracking error: Synthetic vs. Physical ETFs," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 89(C).
  42. shah, Adil Ahmad & Bhanja, Niyati & Dar, Arif Billah, 2023. "Do gold and the US dollar diversify global sectoral risk? Evidence from connectedness and dynamic conditional correlation measures," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
  43. Yousaf, Imran & Pham, Linh & Goodell, John W., 2023. "The connectedness between meme tokens, meme stocks, and other asset classes: Evidence from a quantile connectedness approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
  44. Mensi, Walid & Vo, Xuan Vinh & Kang, Sang Hoon, 2023. "Quantile spillovers and connectedness analysis between oil and African stock markets," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 60-83.
  45. Yousaf, Imran & Nekhili, Ramzi & Gubareva, Mariya, 2022. "Linkages between DeFi assets and conventional currencies: Evidence from the COVID-19 pandemic," International Review of Financial Analysis, Elsevier, vol. 81(C).
  46. Zaheer Anwer & Noureddine Benlagha & Nur Ain Shahrier & Amer Almajali, 2025. "Dynamic default‐risk spillover of global energy firms: Evidence from five subsectors," Review of Financial Economics, John Wiley & Sons, vol. 43(4), pages 548-577, October.
  47. Seuk Wai Phoong & Masnun Al Mahi & Seuk Yen Phoong, 2023. "A Markov Switching Approach in Assessing Oil Price and Stock Market Nexus in the Last Decade: The Impact of the COVID-19 Pandemic," SAGE Open, , vol. 13(1), pages 21582440231, February.
  48. Yousaf, Imran & Jareño, Francisco & Tolentino, Marta, 2023. "Connectedness between Defi assets and equity markets during COVID-19: A sector analysis," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
  49. 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).
  50. Olga Miroshnichenko & Elena Iakovleva & Natalia Voronova, 2022. "Banking Sector Profitability: Does Household Income Matter?," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
  51. Naeem, Muhammad Abubakr & Ashraf, Sania & Karim, Sitara & Moussa, Faten, 2024. "Green finance under stress: Unraveling the spillover effects of tail risk," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 225-236.
  52. Zhao, Jing & Cui, Luansong & Liu, Weiguo & Zhang, Qiwen, 2023. "Extreme risk spillover effects of international oil prices on the Chinese stock market: A GARCH-EVT-Copula-CoVaR approach," Resources Policy, Elsevier, vol. 86(PB).
  53. 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).
  54. He, Xie & Hamori, Shigeyuki, 2024. "Asymmetric Higher-Moment spillovers between sustainable and traditional investments," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 97(C).
  55. Cui, Jinxin & Maghyereh, Aktham & Liao, Dijia, 2024. "Risk connectedness between international oil and stock markets during the COVID-19 pandemic and the Russia-Ukraine conflict: Fresh evidence from the higher-order moments," International Review of Economics & Finance, Elsevier, vol. 95(C).
  56. Cui, Jinxin & Maghyereh, Aktham, 2023. "Time-frequency dependence and connectedness among global oil markets: Fresh evidence from higher-order moment perspective," Journal of Commodity Markets, Elsevier, vol. 30(C).
  57. Tabak, Benjamin Miranda & e Silva, Igor Bettanin Dalla Riva & Quintino, Derick David & Silva, Thiago Christiano, 2025. "Fuel prices connectedness across Brazilian capitals: The case of ethanol and gasoline," Renewable and Sustainable Energy Reviews, Elsevier, vol. 210(C).
  58. Dang, Tam Hoang Nhat & Balli, Faruk & Balli, Hatice Ozer & Gabauer, David & Nguyen, Thi Thu Ha, 2024. "Sectoral uncertainty spillovers in emerging markets: A quantile time–frequency connectedness approach," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 121-139.
  59. Yousaf, Imran & Abrar, Afsheen & Goodell, John W., 2023. "Connectedness between travel & tourism tokens, tourism equity, and other assets," Finance Research Letters, Elsevier, vol. 53(C).
  60. Ouyang, Zisheng & Zhou, Xuewei & Lu, Min & Liu, Ke, 2024. "Imported financial risk in global stock markets: Evidence from the interconnected network," Research in International Business and Finance, Elsevier, vol. 69(C).
  61. Hanif, Waqas & Hadhri, Sinda & El Khoury, Rim, 2024. "Quantile spillovers and connectedness between oil shocks and stock markets of the largest oil producers and consumers," Journal of Commodity Markets, Elsevier, vol. 34(C).
  62. Wang, Suhui, 2023. "Tail dependence, dynamic linkages, and extreme spillover between the stock and China's commodity markets," Journal of Commodity Markets, Elsevier, vol. 29(C).
  63. Khan, Muhammad Asif & Khan, Farhad & Sharif, Arshian & Suleman, Muhammad Tahir, 2023. "Dynamic linkages between Islamic equity indices, oil prices, gold prices, and news-based uncertainty: New insights from partial and multiple wavelet coherence," Resources Policy, Elsevier, vol. 80(C).
  64. Kang, Sang Hoon & Arreola Hernandez, Jose & Rehman, Mobeen Ur & Shahzad, Syed Jawad Hussain & Yoon, Seong-Min, 2023. "Spillovers and hedging between US equity sectors and gold, oil, islamic stocks and implied volatilities," Resources Policy, Elsevier, vol. 81(C).
  65. Guannan Wang & Juan Meng & Bin Mo, 2023. "Dynamic Volatility Spillover Effects and Portfolio Strategies among Crude Oil, Gold, and Chinese Electricity Companies," Mathematics, MDPI, vol. 11(4), pages 1-25, February.
  66. Michał Dominik Stasiak & Żaneta Staszak & Joanna Siwek & Dawid Wojcieszak, 2025. "Application of State Models in a Binary–Temporal Representation for the Prediction and Modelling of Crude Oil Prices," Energies, MDPI, vol. 18(3), pages 1-14, February.
  67. Ouyang, Zisheng & Zhou, Xuewei, 2023. "Multilayer networks in the frequency domain: Measuring extreme risk connectedness of Chinese financial institutions," Research in International Business and Finance, Elsevier, vol. 65(C).
  68. Wang, Jue & Zhou, Yuqin & Wu, Shan, 2025. "Quantile time-frequency connectedness and portfolio diversification: A study of clean energy and metal markets," Renewable Energy, Elsevier, vol. 238(C).
  69. AlKhazali, Osamah & Kirimhan, Destan & Rabbani, Mustafa Raza & Billah, Syed Mabruk & Shaik, Muneer, 2025. "Cryptocurrencies and alternative bonds: Novel evidence on co-movement and risk sharing," Global Finance Journal, Elsevier, vol. 67(C).
  70. Yousaf, Imran & Hunjra, Ahmed Imran & Alshater, Muneer M. & Bouri, Elie & Li, Yanshuang, 2023. "Multidimensional connectedness among the volatility of global financial markets around the Russian-Ukrainian conflict," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
  71. Aslam, Adnan & Brahmana, Rayenda Khresna, 2026. "Systemic spillovers in high-growth private market sectors: determinants and portfolio implications," The North American Journal of Economics and Finance, Elsevier, vol. 82(C).
  72. Lee, Geul & Ryu, Doojin, 2025. "Are base layer blockchains establishing a new sector? Evidence from a connectedness approach," Research in International Business and Finance, Elsevier, vol. 73(PB).
  73. Qin, Jingrui & Liu, Dun & Liang, Chao, 2025. "The oil industry chain under climate risk: Evidence from China's listed oil companies," Journal of Commodity Markets, Elsevier, vol. 40(C).
  74. Al-Nassar, Nassar S. & Yousaf, Imran & Makram, Beljid, 2023. "Spillovers between positively and negatively affected service sectors from the COVID-19 health crisis: Implications for portfolio management," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
  75. Daniel Stefan Armeanu & Stefan Cristian Gherghina & Jean Vasile Andrei & Camelia Catalina Joldes, 2022. "Modeling the impact of the COVID‐19 outbreak on environment, health sector and energy market," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 1387-1416, October.
  76. Mensi, Walid & Ahmadian-Yazdi, Farzaneh & Al-Kharusi, Sami & Roudari, Soheil & Kang, Sang Hoon, 2024. "Extreme Connectedness Across Chinese Stock and Commodity Futures Markets," Research in International Business and Finance, Elsevier, vol. 70(PA).
  77. Liu, Zhenhua & Zhang, Huiying & Ding, Zhihua & Lv, Tao & Wang, Xu & Wang, Deqing, 2022. "When are the effects of economic policy uncertainty on oil–stock correlations larger? Evidence from a regime-switching analysis," Economic Modelling, Elsevier, vol. 114(C).
  78. Huang, Jionghao & Chen, Baifan & Xu, Yushi & Xia, Xiaohua, 2023. "Time-frequency volatility transmission among energy commodities and financial markets during the COVID-19 pandemic: A Novel TVP-VAR frequency connectedness approach," Finance Research Letters, Elsevier, vol. 53(C).
  79. Al-Nassar, Nassar S. & Boubaker, Sabri & Chaibi, Anis & Makram, Beljid, 2023. "In search of hedges and safe havens during the COVID─19 pandemic: Gold versus Bitcoin, oil, and oil uncertainty," The Quarterly Review of Economics and Finance, Elsevier, vol. 90(C), pages 318-332.
  80. Imran Yousaf & Saba Qureshi & Fiza Qureshi & Mariya Gubareva, 2025. "Connectedness of COVID vaccination with economic policy uncertainty, oil, bonds, and sectoral equity markets: evidence from the US," Annals of Operations Research, Springer, vol. 352(3), pages 781-807, September.
  81. Maghyereh, Aktham & Awartani, Basel & Virk, Nader S., 2022. "Asymmetric risk transmissions between oil, gold and US equities: Recent evidence from the realized variance of the futures prices," Resources Policy, Elsevier, vol. 79(C).
  82. Pinto-Ávalos, Francisco & Bowe, Michael & Hyde, Stuart, 2024. "Revisiting the pricing impact of commodity market spillovers on equity markets," Journal of Commodity Markets, Elsevier, vol. 33(C).
  83. Mensi, Walid & Kamal, Md Rajib & Vinh Vo, Xuan & Hoon Kang, Sang, 2023. "Extreme dependence and spillovers between uncertainty indices and stock markets: Does the US market play a major role?," The North American Journal of Economics and Finance, Elsevier, vol. 68(C).
  84. Boubaker, Sabri & Goodell, John W. & Kumar, Satish & Sureka, Riya, 2023. "COVID-19 and finance scholarship: A systematic and bibliometric analysis," International Review of Financial Analysis, Elsevier, vol. 85(C).
  85. Mensi, Walid & Al-Yahyaee, Khamis Hamed & Vo, Xuan Vinh & Kang, Sang Hoon, 2024. "COVID-19 and time-frequency spillovers between oil and sectoral stocks and portfolio implications: Evidence from China and US economies," International Economics, Elsevier, vol. 180(C).
  86. Yousaf, Imran & Riaz, Yasir & Goodell, John W., 2023. "Integration between asset management tokens, asset management stock, and other financial markets: Evidence from TVP-VAR modeling," Finance Research Letters, Elsevier, vol. 57(C).
  87. Bagirov, Miramir & Mateus, Cesario, 2026. "Intraday volatility spillovers between oil prices and stock sectors," International Review of Economics & Finance, Elsevier, vol. 105(C).
  88. Fahmi Ghallabi & Ahmed Ghorbel & Sitara Karim, 2025. "Decoding systemic risks across commodities and emerging market stock markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-23, December.
  89. Cheng, Sheng & Deng, MingJie & Liang, Ruibin & Cao, Yan, 2023. "Asymmetric volatility spillover among global oil, gold, and Chinese sectors in the presence of major emergencies," Resources Policy, Elsevier, vol. 82(C).
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