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The dependence structures between geopolitical risks and energy prices: New evidence from regional heterogeneity and quantile-on-quantile perspective

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  • Chen, Shuiyang
  • Kuang, Haibo
  • Bin Meng,

Abstract

We construct GPR indices for six major regions and select three categories of energy markets. Utilizing a quantile-on-quantile connectedness approach and impulse response analysis, we investigate the changing patterns of connectedness between these variables under different levels of GPRs and various energy market conditions. Furthermore, we explore the intensity, direction, and duration of GPRs impacts on energy markets. Our findings reveal that the total connectedness tends to be minimal at intermediate quantiles (50 %)—approximately 20%—increasing significantly toward both higher (95 %) and lower quantiles (5 %), with an enhancement of approximately 125 %–250 %. The maximum total connectedness between GPRs and Oil, Coal, and Gas is 87.2 %, 90.9 %, and 86.5 %, respectively. Connectedness during periods of extremely high GPRs percentile (95 %) is 30 % greater compared to low quantiles (5 %). The impact of GPRs on Oil typically lasts about 3–5 months, with a shorter duration of around 3 months for Gas and a longer duration of approximately 5 months for Coal, which can be prolonged by major events. Our conclusions underscore the importance for policymakers and traders to monitor the evolving patterns of connectedness between GPRs and energy markets under changing conditions, ensuring comprehensive risk awareness and robust trading decisions.

Suggested Citation

  • Chen, Shuiyang & Kuang, Haibo & Bin Meng,, 2024. "The dependence structures between geopolitical risks and energy prices: New evidence from regional heterogeneity and quantile-on-quantile perspective," Energy, Elsevier, vol. 310(C).
    • Handle: RePEc:eee:energy:v:310:y:2024:i:c:s0360544224031013
    DOI: 10.1016/j.energy.2024.133325
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    as
    1. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    2. Li, Sufang & Tu, Dalun & Zeng, Yan & Gong, Chenggang & Yuan, Di, 2022. "Does geopolitical risk matter in crude oil and stock markets? Evidence from disaggregated data," Energy Economics, Elsevier, vol. 113(C).
    3. Zhou, Bingjun & Huang, Yan & Gao, Ke & Luo, Chunyang, 2024. "How geopolitical risk and economic policy uncertainty impact coal, natural gas, and oil rent? Evidence from China," Resources Policy, Elsevier, vol. 88(C).
    4. Wang, Mei-Chih & Chang, Tsangyao & Mikhaylov, Alexey & Linyu, Jia, 2024. "A measure of quantile-on-quantile connectedness for the US treasury yield curve spread, the US Dollar, and gold price," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
    5. He, Zhifang, 2023. "Geopolitical risks and investor sentiment: Causality and TVP-VAR analysis," The North American Journal of Economics and Finance, Elsevier, vol. 67(C).
    6. Bin Meng & Shuiyang Chen & Hercules Haralambides & Haibo Kuang & Lidong Fan, 2023. "Information spillovers between carbon emissions trading prices and shipping markets: A time-frequency analysis," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-04046290, HAL.
    7. 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).
    8. 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).
    9. Meng, Bin & Chen, Shuiyang & Haralambides, Hercules & Kuang, Haibo & Fan, Lidong, 2023. "Information spillovers between carbon emissions trading prices and shipping markets: A time-frequency analysis," Energy Economics, Elsevier, vol. 120(C).
    10. Xiao, Jihong & Wen, Fenghua & He, Zhifang, 2023. "Impact of geopolitical risks on investor attention and speculation in the oil market: Evidence from nonlinear and time-varying analysis," Energy, Elsevier, vol. 267(C).
    11. Zhang, Shaohe & Shinwari, Riazullah & Zhao, Shikuan & Dagestani, Abd Alwahed, 2023. "Energy transition, geopolitical risk, and natural resources extraction: A novel perspective of energy transition and resources extraction," Resources Policy, Elsevier, vol. 83(C).
    12. Lau, Chi Keung & Soliman, Alaa M. & Albasu, Joseph & Gozgor, Giray, 2023. "Dependence structures among geopolitical risks, energy prices, and carbon emissions prices," Resources Policy, Elsevier, vol. 83(C).
    13. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    14. Liu, Yang & Han, Liyan & Xu, Yang, 2021. "The impact of geopolitical uncertainty on energy volatility," International Review of Financial Analysis, Elsevier, vol. 75(C).
    15. Zhou, Mei-Jing & Huang, Jian-Bai & Chen, Jin-Yu, 2020. "The effects of geopolitical risks on the stock dynamics of China's rare metals: A TVP-VAR analysis," Resources Policy, Elsevier, vol. 68(C).
    16. Naifar, Nader, 2024. "Climate policy uncertainty and comparative reactions across sustainable sectors: Resilience or vulnerability?," Finance Research Letters, Elsevier, vol. 65(C).
    17. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    18. Ehsan Rasoulinezhad & Farhad Taghizadeh-Hesary & Jinsok Sung & Nisit Panthamit, 2020. "Geopolitical Risk and Energy Transition in Russia: Evidence from ARDL Bounds Testing Method," Sustainability, MDPI, vol. 12(7), pages 1-17, March.
    19. 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).
    20. Gabauer, David & Stenfors, Alexis, 2024. "Quantile-on-quantile connectedness measures: Evidence from the US treasury yield curve," Finance Research Letters, Elsevier, vol. 60(C).
    21. Bin Meng & Shuiyang Chen & Hercules Haralambides & Haibo Kuang & Lidong Fan, 2023. "Information spillovers between carbon emissions trading prices and shipping markets: A time-frequency analysis," Post-Print hal-04046290, HAL.
    22. 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).
    23. 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).
    24. Jin, Yi & Zhao, Hang & Bu, Lin & Zhang, Dayong, 2023. "Geopolitical risk, climate risk and energy markets: A dynamic spillover analysis," International Review of Financial Analysis, Elsevier, vol. 87(C).
    25. 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.
    26. Lin, Xudong & Meng, Yiqun & Zhu, Hao, 2024. "Exploring hedging potentials of green bonds against oil price shocks: Evidence from quantile-on-quantile connectedness measures," Finance Research Letters, Elsevier, vol. 65(C).
    27. 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).
    28. Alqahtani, Abdullah & Klein, Tony, 2021. "Oil price changes, uncertainty, and geopolitical risks: On the resilience of GCC countries to global tensions," Energy, Elsevier, vol. 236(C).
    29. Qin, Yun & Hong, Kairong & Chen, Jinyu & Zhang, Zitao, 2020. "Asymmetric effects of geopolitical risks on energy returns and volatility under different market conditions," Energy Economics, Elsevier, vol. 90(C).
    30. Gong, Xiao-Li & Feng, Yong-Kang & Liu, Jian-Min & Xiong, Xiong, 2023. "Study on international energy market and geopolitical risk contagion based on complex network," Resources Policy, Elsevier, vol. 82(C).
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