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Bank-sovereign contagion in the Eurozone: A panel VAR Approach

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  • Georgoutsos, Dimitris
  • Moratis, George

Abstract

During the recent global financial and Euro-area sovereign debt crises we witnessed a dramatic increase in the correlation between sovereign and bank default risk prices. In this paper we try to separate the portion of the correlation that is attributed to developments in common risk factors, which capture changes in the degree of risk aversion and the perceived amount of risk among international investors, from the impact of domestic or idiosyncratic risk factors. We employ a panel VAR model where all variables are treated as endogenous and the common risk factors are represented by widely used default and liquidity indexes. In this framework the residuals from the panel VAR model are associated with the effect that domestic/idiosyncratic factors have on sovereign and bank CDS prices. The main result we derive is that the European banking sector reacted homogeneously during the 2007:1–2009:12 period but after 2010, Euro-area Periphery countries became more “idiosyncratic”. Moreover, calculated directional volatility spillovers indicate that Eurozone periphery countries were net receivers and not net contributors to the financial instability caused by the subprime and the Eurozone sovereign debt crises.

Suggested Citation

  • Georgoutsos, Dimitris & Moratis, George, 2017. "Bank-sovereign contagion in the Eurozone: A panel VAR Approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 48(C), pages 146-159.
  • Handle: RePEc:eee:intfin:v:48:y:2017:i:c:p:146-159
    DOI: 10.1016/j.intfin.2017.01.004
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    as
    1. Allen, Franklin & Babus, Ana & Carletti, Elena, 2012. "Asset commonality, debt maturity and systemic risk," Journal of Financial Economics, Elsevier, vol. 104(3), pages 519-534.
    2. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
    3. Bernoth, Kerstin & Erdogan, Burcu, 2012. "Sovereign bond yield spreads: A time-varying coefficient approach," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 639-656.
    4. Kaminsky, Graciela L. & Reinhart, Carmen M., 2000. "On crises, contagion, and confusion," Journal of International Economics, Elsevier, vol. 51(1), pages 145-168, June.
    5. Alter, Adrian & Schüler, Yves S., 2012. "Credit spread interdependencies of European states and banks during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3444-3468.
    6. Allen, Franklin & Babus, Ana & Carletti, Elena, 2010. "Financial Connections and Systemic Risk," Working Papers 10-20, University of Pennsylvania, Wharton School, Weiss Center.
    7. Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005. "Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration," Econometric Theory, Cambridge University Press, vol. 21(4), pages 795-837, August.
    8. Alter, Adrian & Beyer, Andreas, 2014. "The dynamics of spillover effects during the European sovereign debt turmoil," Journal of Banking & Finance, Elsevier, vol. 42(C), pages 134-153.
    9. Afonso, António & Arghyrou, Michael G. & Bagdatoglou, George & Kontonikas, Alexandros, 2015. "On the time-varying relationship between EMU sovereign spreads and their determinants," Economic Modelling, Elsevier, vol. 44(C), pages 363-371.
    10. De Grauwe, Paul & Ji, Yuemei, 2014. "How much Fiscal Discipline in a Monetary Union?," Journal of Macroeconomics, Elsevier, vol. 39(PB), pages 348-360.
    11. Viral Acharya & Itamar Drechsler & Philipp Schnabl, 2014. "A Pyrrhic Victory? Bank Bailouts and Sovereign Credit Risk," Journal of Finance, American Finance Association, vol. 69(6), pages 2689-2739, December.
    12. Chiara Angeloni & Guntram B. Wolff, 2012. "Are banks affected by their holdings of government debt?," Working Papers 717, Bruegel.
    13. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    14. De Grauwe, Paul & Ji, Yuemei, 2013. "Self-fulfilling crises in the Eurozone: An empirical test," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 15-36.
    15. Marta Gómez-Puig & Simón Sosvilla-Rivero, 2014. "EMU sovereign debt market crisis: Fundamentals-based or pure contagion?," Working Papers 14-08, Asociación Española de Economía y Finanzas Internacionales.
    16. Beirne, John & Fratzscher, Marcel, 2013. "The pricing of sovereign risk and contagion during the European sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 60-82.
    17. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    18. Ejsing, Jacob & Grothe, Magdalena & Grothe, Oliver, 2012. "Liquidity and credit risk premia in government bond yields," Working Paper Series 1440, European Central Bank.
    19. De Bruyckere, Valerie & Gerhardt, Maria & Schepens, Glenn & Vander Vennet, Rudi, 2013. "Bank/sovereign risk spillovers in the European debt crisis," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4793-4809.
    20. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    21. Bhanot, Karan & Burns, Natasha & Hunter, Delroy & Williams, Michael, 2014. "News spillovers from the Greek debt crisis: Impact on the Eurozone financial sector," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 51-63.
    22. Annaert, Jan & De Ceuster, Marc & Van Roy, Patrick & Vespro, Cristina, 2013. "What determines Euro area bank CDS spreads?," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 444-461.
    23. Francis A. Longstaff & Jun Pan & Lasse H. Pedersen & Kenneth J. Singleton, 2011. "How Sovereign Is Sovereign Credit Risk?," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(2), pages 75-103, April.
    24. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    25. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    26. Georgoutsos, Dimitris A. & Migiakis, Petros M., 2013. "Heterogeneity of the determinants of euro-area sovereign bond spreads; what does it tell us about financial stability?," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4650-4664.
    27. Bertrand Candelon & Mr. Amadou N Sy & Mr. Rabah Arezki, 2011. "Sovereign Rating News and Financial Markets Spillovers: Evidence from the European Debt Crisis," IMF Working Papers 2011/068, International Monetary Fund.
    28. Reichlin, Lucrezia, 2014. "Monetary Policy and Banks in the Euro Area: The Tale of Two Crises," Journal of Macroeconomics, Elsevier, vol. 39(PB), pages 387-400.
    29. De Santis, Roberto A., 2012. "The Euro area sovereign debt crisis: safe haven, credit rating agencies and the spread of the fever from Greece, Ireland and Portugal," Working Paper Series 1419, European Central Bank.
    30. Bank for International Settlements, 2011. "The impact of sovereign credit risk on bank funding conditions," CGFS Papers, Bank for International Settlements, number 43, december.
    31. Masson, Paul, 1999. "Contagion:: macroeconomic models with multiple equilibria," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 587-602, August.
    32. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    33. Ejsing, Jacob & Lemke, Wolfgang, 2011. "The Janus-headed salvation: Sovereign and bank credit risk premia during 2008-2009," Economics Letters, Elsevier, vol. 110(1), pages 28-31, January.
    34. 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.
    35. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    36. Ang, Andrew & Longstaff, Francis A., 2013. "Systemic sovereign credit risk: Lessons from the U.S. and Europe," Journal of Monetary Economics, Elsevier, vol. 60(5), pages 493-510.
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    2. Marina Yu. Malkina & Anton O. Ovcharov, 2022. "Financial Contagion of Russian Companies from the Oil Market under the Influence of Sanctions and Pandemic Shock," Finansovyj žhurnal — Financial Journal, Financial Research Institute, Moscow 125375, Russia, issue 4, pages 8-28, August.
    3. George Apostolakis & Athanasios P. Papadopoulos, 2019. "Financial Stability, Monetary Stability and Growth: a PVAR Analysis," Open Economies Review, Springer, vol. 30(1), pages 157-178, February.
    4. T. Flavin & M.Dongey & L. Sheenan, 2020. "Banks and Sovereigns: Did adversity bring them closer?," Economics Department Working Paper Series n307-20.pdf, Department of Economics, National University of Ireland - Maynooth.
    5. Bales, Stephan, 2022. "Sovereign and bank dependence in the eurozone: A multi-scale approach using wavelet-network analysis," International Review of Financial Analysis, Elsevier, vol. 83(C).
    6. Lukas Pfeifer & Martin Hodula & Libor Holub & Zdenek Pikhart, 2018. "The Leverage Ratio and Its Impact on Capital Regulation," Working Papers 2018/15, Czech National Bank.
    7. Martien Lamers & Thomas Present & Nicolas Soenen & Rudi Vander Vennet, 2023. "Does BRRD mitigate the bank-to-sovereign risk channel?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1060, Ghent University, Faculty of Economics and Business Administration.

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    More about this item

    Keywords

    Contagion; Sovereign risk; Bank risk; Sovereign debt crisis; Panel Vector Autoregressive models;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation

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