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

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  • Ahmed Khalif
  • Massimiliano Caporin
  • Michele Costola
  • Shawkat Hammoudeh

Abstract

We examine the relationship between oil returns and systemic risk of financial institutions in major petroleum-based economies. By estimating ACoVaR, 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.

Suggested Citation

  • Ahmed Khalif & Massimiliano Caporin & Michele Costola & Shawkat Hammoudeh, 2021. "Systemic Risk for Financial Institutions in the Major Petroleum-based Economies: The Role of Oil," The Energy Journal, , vol. 42(6), pages 247-274, November.
  • Handle: RePEc:sae:enejou:v:42:y:2021:i:6:p:247-274
    DOI: 10.5547/01956574.42.6.akha
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    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, November.
    6. 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.
    7. Espinoza, Raphael & Prasad, Ananthakrishnan & Williams, Oral, 2011. "Regional financial integration in the GCC," Emerging Markets Review, Elsevier, vol. 12(4), pages 354-370.
    8. 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.
    9. 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.
    10. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. Jim Krane, 2015. "Stability versus Sustainability: Energy Policy in the Gulf Monarchies," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
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    Cited by:

    1. Caporin, Massimiliano & Fontini, Fulvio & Panzica, Roberto, 2023. "The systemic risk of US oil and natural gas companies," Energy Economics, Elsevier, vol. 121(C).
    2. 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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    More about this item

    Keywords

    Systemic risk; ΔCoVaR; financial institutions; petroleum-based economies;
    All these keywords.

    JEL classification:

    • F0 - International Economics - - General

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