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Financial Risk and Real Variables: Evidence Based on a SVAR Analysis of the Czech Economy

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  • Vít Pošta
  • Zdeněk Pikhart

Abstract

Recent financial crisis has brought to attention the issues of interactions between financial markets and real economy. This paper presents an analysis of the possible explicit effects of various measures of financial markets' risk on real economy based on impulse - response functions within structural vector autoregressive models. As discussed in the paper the riskiness of financial markets is closely related to the more traditional mechanisms based on financial accelerator approach, however, although the issue of financial risk is closely tied with the financial accelerator model, broader effects outside this model may be considered as well. The analysis is carried out for the Czech Republic. The estimates of the responses in the impulse-response analyses typically correspond with the hypothesized effects of the financial risk factors on the real variables; also the interrelations between some of the financial risk factors are obvious. We conclude that increased financial risk seems to be an amplifying element rather than the key driver in the interactions between financial and real economy.

Suggested Citation

  • Vít Pošta & Zdeněk Pikhart, 2015. "Financial Risk and Real Variables: Evidence Based on a SVAR Analysis of the Czech Economy," Prague Economic Papers, Prague University of Economics and Business, vol. 2015(5), pages 516-537.
  • Handle: RePEc:prg:jnlpep:v:2015:y:2015:i:5:id:513:p:516-537
    DOI: 10.18267/j.pep.513
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    1. Helmut Lütkepohl, 2005. "New Introduction to Multiple Time Series Analysis," Springer Books, Springer, number 978-3-540-27752-1, September.
    2. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    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. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    5. Caballero, Ricardo J, 1991. "On the Sign of the Investment-Uncertainty Relationship," American Economic Review, American Economic Association, vol. 81(1), pages 279-288, March.
    6. Sandra Eickmeier & Boris Hofmann & Andreas Worms, 2009. "Macroeconomic Fluctuations and Bank Lending: Evidence for Germany and the Euro Area," German Economic Review, Verein für Socialpolitik, vol. 10(2), pages 193-223, May.
    7. Gertler, Mark & Kiyotaki, Nobuhiro, 2010. "Financial Intermediation and Credit Policy in Business Cycle Analysis," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 11, pages 547-599, Elsevier.
    8. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    9. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    10. Ghysels, Eric & Santa-Clara, Pedro & Valkanov, Rossen, 2005. "There is a risk-return trade-off after all," Journal of Financial Economics, Elsevier, vol. 76(3), pages 509-548, June.
    11. Philip Vermeulen, 2002. "Business fixed investment: evidence of a financial accelerator in Europe," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(3), pages 213-231, July.
    12. Sydney Ludvigson, 1999. "Consumption And Credit: A Model Of Time-Varying Liquidity Constraints," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 434-447, August.
    13. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2007. "Business Cycle Accounting," Econometrica, Econometric Society, vol. 75(3), pages 781-836, May.
    14. Monica Billio & Mila Getmansky & Andrew W. Lo & Loriana Pelizzon, 2010. "Econometric Measures of Systemic Risk in the Finance and Insurance Sectors," NBER Working Papers 16223, National Bureau of Economic Research, Inc.
    15. Ricardo J. Caballero & Arvind Krishnamurthy, 2003. "Excessive Dollar Debt: Financial Development and Underinsurance," Journal of Finance, American Finance Association, vol. 58(2), pages 867-894, April.
    16. Jarko Fidrmuc & Roman Horváth & Eva Horváthová, 2010. "Corporate Interest Rates and the Financial Accelerator in the Czech Republic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 46(4), pages 41-54, January.
    17. Mr. Jaromir Benes & Ms. Inci Ötker & David Vávra, 2009. "Modeling with Macro-Financial Linkages: Credit and Policy Shocks in Emerging Markets," IMF Working Papers 2009/123, International Monetary Fund.
    18. Ashoka Mody & Mark P. Taylor, 2003. "The High-Yield Spread as a Predictor of Real Economic Activity: Evidence of a Financial Accelerator for the United States," IMF Staff Papers, Palgrave Macmillan, vol. 50(3), pages 1-3.
    19. van Aarle, Bas & Garretsen, Harry & Gobbin, Niko, 2003. "Monetary and fiscal policy transmission in the Euro-area: evidence from a structural VAR analysis," Journal of Economics and Business, Elsevier, vol. 55(5-6), pages 609-638.
    20. Michiel Bijlsma & Jeroen Klomp & Sijmen Duineveld, 2010. "Systemic risk in the financial sector; a review and synthesis," CPB Document 210, CPB Netherlands Bureau for Economic Policy Analysis.
    21. Michiel Bijlsma & Jeroen Klomp & Sijmen Duineveld, 2010. "Systemic risk in the financial sector; a review and synthesis," CPB Document 210.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    22. Jakub Rysanek & Jaromir Tonner & Stanislav Tvrz & Osvald Vasicek, 2012. "Monetary Policy Implications of Financial Frictions in the Czech Republic," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 62(5), pages 413-429, November.
    23. Arvind Krishnamurthy, 2010. "Amplification Mechanisms in Liquidity Crises," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(3), pages 1-30, July.
    24. Meta Ahtik, 2012. "Bank Lending Channel in Slovenia: Panel Data Analysis," Prague Economic Papers, Prague University of Economics and Business, vol. 2012(1), pages 50-68.
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    More about this item

    Keywords

    SVAR; financial markets' risk; financial crisis; financial accelerator; Czech economy; business fluctuations;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G01 - Financial Economics - - General - - - Financial Crises

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