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Systemic Risk for Financial Institutions in the Major Petroleum-based Economies: The Role of Oil

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  • Ahmed Khalifa, Massimiliano Caporin, Michele Costola, and Shawkat Hammoudeh

Abstract

We examine the relationship between oil returns and systemic risk of financial institutions in major petroleum-based economies. By estimating ΔCoVaR, we observe the presence of remarkable increases in risk levels during the financial crises and achieve a better risk measurement when oil returns are included in the risk functions. Moreover, the estimated spread between the CoVaR without and with oil returns is absorbed in a time range that is longer than the duration of the oil shocks. This indicates that drops in oil prices which have a longer effect on risk and financial institutions require more time to account for their impact. Policy implications are also provided.

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  • Ahmed Khalifa, Massimiliano Caporin, Michele Costola, and Shawkat Hammoudeh, 2021. "Systemic Risk for Financial Institutions in the Major Petroleum-based Economies: The Role of Oil," The Energy Journal, International Association for Energy Economics, vol. 0(Number 6).
    • Handle: RePEc:aen:journl:ej42-6-khalifa
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    1. Betz, Frank & Hautsch, Nikolaus & Peltonen, Tuomas A. & Schienle, Melanie, 2016. "Systemic risk spillovers in the European banking and sovereign network," Journal of Financial Stability, Elsevier, vol. 25(C), pages 206-224.
    2. Mensi, Walid & Hammoudeh, Shawkat & Shahzad, Syed Jawad Hussain & Shahbaz, Muhammad, 2017. "Modeling systemic risk and dependence structure between oil and stock markets using a variational mode decomposition-based copula method," Journal of Banking & Finance, Elsevier, vol. 75(C), pages 258-279.
    3. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    4. Bassam Fattouh, Lutz Kilian, and Lavan Mahadeva, 2013. "The Role of Speculation in Oil Markets: What Have We Learned So Far?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    5. Khalifa, Ahmed & Caporin, Massimiliano & Hammoudeh, Shawkat, 2017. "The relationship between oil prices and rig counts: The importance of lags," Energy Economics, Elsevier, vol. 63(C), pages 213-226.
    6. Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 83-106, June.
    7. Mohanty, Sunil K. & Nandha, Mohan & Turkistani, Abdullah Q. & Alaitani, Muhammed Y., 2011. "Oil price movements and stock market returns: Evidence from Gulf Cooperation Council (GCC) countries," Global Finance Journal, Elsevier, vol. 22(1), pages 42-55.
    8. Tim Callen & Reda Cherif & Fuad Hasanov & Amgad Hegazy & Padamja Khandelwal, 2014. "Economic Diversification in the GCC; Past, Present, and Future," IMF Staff Discussion Notes 14/12, International Monetary Fund.
    9. Knut Anton Mork, 1994. "Business Cycles and the Oil Market," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 15-38.
    10. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    11. Delphine Lautier and Franck Raynaud, 2012. "Systemic Risk in Energy Derivative Markets: A Graph-Theory Analysis," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    12. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    13. Reboredo, Juan C., 2015. "Is there dependence and systemic risk between oil and renewable energy stock prices?," Energy Economics, Elsevier, vol. 48(C), pages 32-45.
    14. Frédéric Gonand & Fakhri J. Hasanov & Lester C. Hunt, 2019. "Estimating the Impact of Energy Price Reform on Saudi Arabian Intergenerational Welfare using the MEGIR-SA Model," The Energy Journal, , vol. 40(3), pages 101-124, May.
    15. Espinoza, Raphael & Prasad, Ananthakrishnan & Williams, Oral, 2011. "Regional financial integration in the GCC," Emerging Markets Review, Elsevier, vol. 12(4), pages 354-370.
    16. Robert F. Engle & Simone Manganelli, 2004. "CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 367-381, October.
    17. Mr. Tim Callen & Reda Cherif & Fuad Hasanov & Mr. Amgad Hegazy & Padamja Khandelwal, 2014. "Economic Diversification in the GCC: Past, Present, and Future," IMF Staff Discussion Notes 2014/012, International Monetary Fund.
    18. Granger, C. W. J., 1980. "Testing for causality : A personal viewpoint," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 329-352, May.
    19. De Nicolo, Gianni & Kwast, Myron L., 2002. "Systemic risk and financial consolidation: Are they related?," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 861-880, May.
    20. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, Enero.
    21. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    22. Fulvio Corsi, 2009. "A Simple Approximate Long-Memory Model of Realized Volatility," Journal of Financial Econometrics, Oxford University Press, vol. 7(2), pages 174-196, Spring.
    23. Jeong, Kiho & Härdle, Wolfgang K. & Song, Song, 2012. "A Consistent Nonparametric Test For Causality In Quantile," Econometric Theory, Cambridge University Press, vol. 28(4), pages 861-887, August.
    24. Mr. Gianni De Nicolo & Mr. Myron L. Kwast, 2002. "Systemic Risk and Financial Consolidation: Are they Related?," IMF Working Papers 2002/055, International Monetary Fund.
    25. Idries M. Al-Jarrah & Khalid S. Al-Abdulqader & Shawkat Hammoudeh, 2017. "Cost-efficiency and financial and geographical characteristics of banking sectors in the MENA countries," Applied Economics, Taylor & Francis Journals, vol. 49(35), pages 3523-3537, July.
    26. Jim Krane, 2015. "Stability versus Sustainability: Energy Policy in the Gulf Monarchies," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    27. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    28. Mohamed El Hedi Arouri & Christophe Rault, 2012. "Oil Prices And Stock Markets In Gcc Countries: Empirical Evidence From Panel Analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 242-253, July.
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    Cited by:

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    2. Mohamed Malek Belhoula & Walid Mensi & Kamel Naoui, 2024. "Impacts of investor's sentiment, uncertainty indexes, and macroeconomic factors on the dynamic efficiency of G7 stock markets," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(3), pages 2855-2886, June.
    3. Saif Sallam Alhakimi & Hussein Hamood Sharaf-Addin, 2022. "Investigating the Impact of Oil Prices Changes on Financial Market Efficiency in Saudi Arabia for the Period (1980-2018): ARDL Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 12(1), pages 420-426.

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