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Model of Financial Crisis Contagion: A Survey-based Simulation by Means of the Modified Kaplan-Meier Survival Plots

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  • Roszkowska Paulina

    (Warsaw School of Economics Institute of Value Creation Al. Niepodlegosci 162, 02-554 Warszawa, Poland)

  • Prorokowski Łukasz

    (Independent Banking Consultant 45 St. Paul’s Close, W5 3JQ, London, United Kingdom)

Abstract

The aim of this paper is to present a broad picture and novel aspects of the financial crisis contagion with respect to the stages of crisis contagion and its propagation factors. We employ a pioneering approach to a simulation of the financial crisis contagion by embarking on a qualitative query rather than on empirical data (i.e. by adopting an international investor’s perspective by conducting the qualitative query backed by semi-structured interviews with financial markets’ participants). Building on modified Kaplan-Meier Survival Plots, we suggest a model for the financial crisis contagion based on international linkages between markets, with particular attention paid to spot vulnerabilities in regulatory frameworks that allowed for the crisis to spread. Simulation results showed that there were several phases of crisis contagion in Europe, and different countries (regions) were contained via different paths, propagated by different factors with not equal intensity. The diversity of European countries’ susceptibility is evident not only when comparing advanced markets to the emerging ones, but also within these groups. Hereto, both international investment practitioners, as well as pan European market authorities should analyse with scrutiny the links emerging from the simulation, so that to develop sound and efficient investment strategies or impose tailor-made regulations for financial markets.

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  • Roszkowska Paulina & Prorokowski Łukasz, 2013. "Model of Financial Crisis Contagion: A Survey-based Simulation by Means of the Modified Kaplan-Meier Survival Plots," Folia Oeconomica Stetinensia, Sciendo, vol. 13(1), pages 22-55, December.
  • Handle: RePEc:vrs:foeste:v:13:y:2013:i:1:p:22-55:n:6
    DOI: 10.2478/foli-2013-0006
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    as
    1. Kaminsky, Graciela L. & Reinhart, Carmen M., 2002. "Financial markets in times of stress," Journal of Development Economics, Elsevier, vol. 69(2), pages 451-470, December.
    2. Theodore Syriopoulos, 2004. "International portfolio diversification to Central European stock markets," Applied Financial Economics, Taylor & Francis Journals, vol. 14(17), pages 1253-1268.
    3. Alessandro Giustiniani & John Thornton, 2011. "Post‐crisis financial reform: where do we stand?," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 19(4), pages 323-336, November.
    4. Christian Upper, 2007. "Using counterfactual simulations to assess the danger of contagion in interbank markets," BIS Working Papers 234, Bank for International Settlements.
    5. Thomas Willett, 2010. "Some lessons for economists from the financial crisis," Indian Growth and Development Review, Emerald Group Publishing Limited, vol. 3(2), pages 186-208, September.
    6. David G. Tarr, 2010. "The political, regulatory, and market failures that caused the US financial crisis," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 2(2), pages 163-186, June.
    7. Mr. Shanaka J Peiris, 2010. "Foreign Participation in Emerging Markets’ Local Currency Bond Markets," IMF Working Papers 2010/088, International Monetary Fund.
    8. Berkmen, S. Pelin & Gelos, Gaston & Rennhack, Robert & Walsh, James P., 2012. "The global financial crisis: Explaining cross-country differences in the output impact," Journal of International Money and Finance, Elsevier, vol. 31(1), pages 42-59.
    9. Brian H. Boyer & Tomomi Kumagai & Kathy Yuan, 2006. "How Do Crises Spread? Evidence from Accessible and Inaccessible Stock Indices," Journal of Finance, American Finance Association, vol. 61(2), pages 957-1003, April.
    10. Philip R Lane & Gian Maria Milesi-Ferretti, 2011. "The Cross-Country Incidence of the Global Crisis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 77-110, April.
    11. Lukasz Prorokowski, 2011. "Recovery from the current banking crisis," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 3(3), pages 193-223, October.
    12. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    13. James Tobin, 1978. "A Proposal for International Monetary Reform," Eastern Economic Journal, Eastern Economic Association, vol. 4(3-4), pages 153-159, Jul/Oct.
    14. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "This Time is Different: A Panoramic View of Eight Centuries of Financial Crises," Annals of Economics and Finance, Society for AEF, vol. 15(2), pages 215-268, November.
    15. Cass, David & Pavlova, Anna, 2004. "On trees and logs," Journal of Economic Theory, Elsevier, vol. 116(1), pages 41-83, May.
    16. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    17. Pesaran, M. Hashem & Pick, Andreas, 2007. "Econometric issues in the analysis of contagion," Journal of Economic Dynamics and Control, Elsevier, vol. 31(4), pages 1245-1277, April.
    18. Graciela L. Kaminsky & Carmen Reinhart, 2003. "The Center and the Periphery: The Globalization of Financial Turmoil," NBER Working Papers 9479, National Bureau of Economic Research, Inc.
    19. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    20. Marcello Pericoli & Massimo Sbracia, 2003. "A Primer on Financial Contagion," Journal of Economic Surveys, Wiley Blackwell, vol. 17(4), pages 571-608, September.
    21. Kee-Hong Bae & G. Andrew Karolyi & René M. Stulz, 2003. "A New Approach to Measuring Financial Contagion," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 717-763, July.
    22. MArdi Dungey & Renee Fry & Brenda Gonzales-Hermosillo & Vance L. Martin & Chrismin Tang, 2008. "Are Financial Crises Alike?," CAMA Working Papers 2008-15, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    23. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    24. David Gray, 2012. "Baltic States and the Euro: a spectral analysis of the 2007 financial crisis," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 8(2), pages 139-154, March.
    25. Anil Sharma & Neha Seth, 2012. "Literature review of stock market integration: a global perspective," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 4(1), pages 84-122, April.
    26. Calum A.J. Middleton & Suzanne G.M. Fifield & David M. Power, 2007. "Investment in Central and Eastern European equities," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 24(1), pages 13-31, March.
    27. Caballe, Jordi & Krishnan, Murugappa, 1994. "Imperfect Competition in a Multi-security Market with Risk Neutrality," Econometrica, Econometric Society, vol. 62(3), pages 695-704, May.
    28. Geert Bekaert & Robert J. Hodrick & Xiaoyan Zhang, 2009. "International Stock Return Comovements," Journal of Finance, American Finance Association, vol. 64(6), pages 2591-2626, December.
    29. Anna Pavlova & Roberto Rigobon, 2007. "Asset Prices and Exchange Rates," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1139-1180.
    30. Helmut Elsinger & Alfred Lehar & Martin Summer, 2006. "Risk Assessment for Banking Systems," Management Science, INFORMS, vol. 52(9), pages 1301-1314, September.
    31. Marco A. Espinosa‐Vega & Juan Solé, 2011. "Cross‐border financial surveillance: a network perspective," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 3(3), pages 182-205, August.
    32. Glick, Reuven & Rose, Andrew K., 1999. "Contagion and trade: Why are currency crises regional?," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 603-617, August.
    33. Mardi Dungey & Renee Fry & Brenda Gonzalez-Hermosillo & Vance Martin, 2005. "Empirical modelling of contagion: a review of methodologies," Quantitative Finance, Taylor & Francis Journals, vol. 5(1), pages 9-24.
    34. Kaminsky, Graciela L., 2006. "Currency crises: Are they all the same?," Journal of International Money and Finance, Elsevier, vol. 25(3), pages 503-527, April.
    35. Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005. "Market Integration and Contagion," The Journal of Business, University of Chicago Press, vol. 78(1), pages 39-70, January.
    36. Flood, Robert & Marion, Nancy, 1999. "Perspectives on the Recent Currency Crisis Literature," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 4(1), pages 1-26, January.
    37. Robert Grosse, 2012. "Bank regulation, governance and the crisis: a behavioral finance view," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 20(1), pages 4-25, February.
    38. Philippe Jorion, 2000. "Risk management lessons from Long‐Term Capital Management," European Financial Management, European Financial Management Association, vol. 6(3), pages 277-300, September.
    39. Favero, Carlo A. & Giavazzi, Francesco, 2002. "Is the international propagation of financial shocks non-linear?: Evidence from the ERM," Journal of International Economics, Elsevier, vol. 57(1), pages 231-246, June.
    40. Tristan Nguyen, 2011. "A macro‐prudential perspective of financial regulation," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 19(3), pages 289-297, July.
    41. Gilmore, Claire G. & McManus, Ginette M., 2002. "International portfolio diversification: US and Central European equity markets," Emerging Markets Review, Elsevier, vol. 3(1), pages 69-83, March.
    42. Backus, David K & Kehoe, Patrick J & Kydland, Finn E, 1992. "International Real Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 745-775, August.
    43. Gebka, Bartosz & Serwa, Dobromil, 2007. "Intra- and inter-regional spillovers between emerging capital markets around the world," Research in International Business and Finance, Elsevier, vol. 21(2), pages 203-221, June.
    44. Michael Sakbani, 2010. "The global recession," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 27(2), pages 91-109, June.
    45. Laura E. Kodres & Matthew Pritsker, 2002. "A Rational Expectations Model of Financial Contagion," Journal of Finance, American Finance Association, vol. 57(2), pages 769-799, April.
    46. Baxter, Marianne & Crucini, Mario J, 1993. "Explaining Saving-Investment Correlations," American Economic Review, American Economic Association, vol. 83(3), pages 416-436, June.
    47. George Soros, 1999. "The International Financial Crisis," Challenge, Taylor & Francis Journals, vol. 42(2), pages 58-76, March.
    48. Nier, Erlend & Yang, Jing & Yorulmazer, Tanju & Alentorn, Amadeo, 2007. "Network models and financial stability," Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 2033-2060, June.
    49. Ms. Hélène Poirson & Mr. Sebastian Weber, 2011. "Growth Spillover Dynamics From Crisis to Recovery," IMF Working Papers 2011/218, International Monetary Fund.
    50. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    51. Furfine, Craig H, 2003. "Interbank Exposures: Quantifying the Risk of Contagion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(1), pages 111-128, February.
    52. Franklin Allen & Elena Carletti, 2011. "The Global Financial Crisis," Central Banking, Analysis, and Economic Policies Book Series, in: Luis Felipe Céspedes & Roberto Chang & Diego Saravia (ed.),Monetary Policy under Financial Turbulence, edition 1, volume 16, chapter 2, pages 023-047, Central Bank of Chile.
    53. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel & Tille, Cedric, 2000. "Competitive devaluations: toward a welfare-based approach," Journal of International Economics, Elsevier, vol. 51(1), pages 217-241, June.
    54. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    55. Vance L. Martin & Mardi Dungey, 2007. "Unravelling financial market linkages during crises," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 89-119.
    56. Sigbjørn Atle Berg, 2011. "Systemic surcharges and measures of systemic importance," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 19(4), pages 383-395, November.
    57. Alessandro Giustiniani & Mr. Wim Fonteyne & Wouter Bossu & Alessandro Gullo & Seán Kerr & Mr. Daniel C Hardy & Luis Cortavarria-Checkley, 2010. "Crisis Management and Resolution for a European Banking System," IMF Working Papers 2010/070, International Monetary Fund.
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