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Incorporating Financial Sector Risk into Monetary Policy Models: Application to Chile

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  • Dale Gray
  • Carlos García
  • Leonardo Luna
  • Jorge E. Restrepo

Abstract

This paper presents a model for the financial sector’s vulnerability and integrates it into a macroeconomic framework commonly used in monetary policymaking. The main question to answer with the integrated model is whether central banks should explicitly include the financial stability indicator in the reaction function of the monetary policy interest rate. Our results show that, in general, including the banking industry’s distance to default (dtd) in the central bank’s reaction function reduces both inflation and output volatility. In addition, the results are robust to different calibrations of the model. Actually, there is gained efficiency from including the dtd variable in the reaction function whenever the pass-through coefficient of the exchange rate is higher and when financial vulnerability has a greater effect on the exchange rate and GDP (or, conversely, a higher effect of GDP in banking sector capital, which is here called endogeneity).

Suggested Citation

  • Dale Gray & Carlos García & Leonardo Luna & Jorge E. Restrepo, 2009. "Incorporating Financial Sector Risk into Monetary Policy Models: Application to Chile," Working Papers Central Bank of Chile 553, Central Bank of Chile.
    • Handle: RePEc:chb:bcchwp:553
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    1. Cúrdia, Vasco & Woodford, Michael, 2016. "Credit Frictions and Optimal Monetary Policy," Journal of Monetary Economics, Elsevier, vol. 84(C), pages 30-65.
    2. Dale F. Gray & Robert C. Merton & Zvi Bodie, 2007. "New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability," NBER Working Papers 13607, National Bureau of Economic Research, Inc.
    3. 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.
    4. Arnaud Jobert & Ms. Janet Kong & Mr. Jorge A Chan-Lau, 2004. "An Option-Based Approach to Bank Vulnerabilities in Emerging Markets," IMF Working Papers 2004/033, International Monetary Fund.
    5. Mr. Papa M N'Diaye, 2009. "Countercyclical Macro Prudential Policies in a Supporting Role to Monetary Policy," IMF Working Papers 2009/257, International Monetary Fund.
    6. Charles Goodhart & Pojanart Sunirand & Dimitrios Tsomocos, 2006. "A model to analyse financial fragility," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 27(1), pages 107-142, January.
    7. Black, Fischer & Cox, John C, 1976. "Valuing Corporate Securities: Some Effects of Bond Indenture Provisions," Journal of Finance, American Finance Association, vol. 31(2), pages 351-367, May.
    8. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    9. Rodrigo A. Alfaro & Carmen Gloria Silva, 2008. "Volatilidad de Indices Accionarios: El caso del IPSA," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 45(132), pages 217-233.
    10. Mr. Dale F Gray & Mr. James P Walsh, 2008. "Factor Model for Stress-testing with a Contingent Claims Model of the Chilean Banking System," IMF Working Papers 2008/089, International Monetary Fund.
    11. Mr. Douglas Laxton & Mr. Andrew Berg & Mr. Philippe D Karam, 2006. "Practical Model-Based Monetary Policy Analysis: A How-To Guide," IMF Working Papers 2006/081, International Monetary Fund.
    12. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    13. Charles Goodhart & Pojanart Sunirand & Dimitrios Tsomocos, 2006. "A Time Series Analysis of Financial Fragility in the UK Banking System," Annals of Finance, Springer, vol. 2(1), pages 1-21, January.
    14. M. Tudela & G. Young, 2005. "A Merton-Model Approach To Assessing The Default Risk Of Uk Public Companies," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 8(06), pages 737-761.
    15. Haldane, Andrew & Hall, Simon & Pezzini, Silvia, 2007. "Financial Stability Paper No 2: A New Approach to Assessing Risks to Financial Stability," Bank of England Financial Stability Papers 2, Bank of England.
    16. Mr. Jorge A Chan-Lau & Mr. Toni Gravelle, 2005. "The END: A New Indicator of Financial and Nonfinancial Corporate Sector Vulnerability," IMF Working Papers 2005/231, International Monetary Fund.
    17. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    18. Mr. Jorge A Chan-Lau, 2006. "Fundamentals-Based Estimation of Default Probabilities - A Survey," IMF Working Papers 2006/149, International Monetary Fund.
    19. Jin‐Chuan Duan, 2000. "Correction: Maximum Likelihood Estimation Using Price Data of the Derivative Contract (Mathematical Finance 1994, 4/2, 155–167)," Mathematical Finance, Wiley Blackwell, vol. 10(4), pages 461-462, October.
    20. Dale F. Gray & Robert C. Merton & Zvi Bodie, 2006. "A New Framework for Analyzing and Managing Macrofinancial Risks of an Economy," NBER Working Papers 12637, National Bureau of Economic Research, Inc.
    21. Mr. Martin Cihak & Mr. Ales Bulir & Sofía Bauducco, 2008. "Taylor Rule Under Financial Instability," IMF Working Papers 2008/018, International Monetary Fund.
    22. Michael T. Gapen & Mr. Dale F Gray & Cheng Hoon Lim & Ms. Yingbin Xiao, 2005. "Measuring and Analyzing Sovereign Risk with Contingent Claims," IMF Working Papers 2005/155, International Monetary Fund.
    23. Mr. C. A. E. Goodhart & Miguel A. Segoviano & Boris Hofmann, 2006. "Default, Credit Growth, and Asset Prices," IMF Working Papers 2006/223, International Monetary Fund.
    24. Gertler, Mark & Karadi, Peter, 2011. "A model of unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 17-34, January.
    25. Longstaff, Francis A & Schwartz, Eduardo S, 1995. "A Simple Approach to Valuing Risky Fixed and Floating Rate Debt," Journal of Finance, American Finance Association, vol. 50(3), pages 789-819, July.
    26. Kannan Prakash & Rabanal Pau & Scott Alasdair M., 2012. "Monetary and Macroprudential Policy Rules in a Model with House Price Booms," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-44, June.
    27. Laxton, Douglas & Pesenti, Paolo, 2003. "Monetary rules for small, open, emerging economies," Journal of Monetary Economics, Elsevier, vol. 50(5), pages 1109-1146, July.
    28. Taylor, John B., 1993. "Discretion versus policy rules in practice," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 39(1), pages 195-214, December.
    29. Jin‐Chuan Duan, 1994. "Maximum Likelihood Estimation Using Price Data Of The Derivative Contract," Mathematical Finance, Wiley Blackwell, vol. 4(2), pages 155-167, April.
    30. Merton, Robert C., 1977. "An analytic derivation of the cost of deposit insurance and loan guarantees An application of modern option pricing theory," Journal of Banking & Finance, Elsevier, vol. 1(1), pages 3-11, June.
    31. Miguel A. Segoviano, 2006. "Portfolio Credit Risk and Macroeconomic Shocks: Applications to Stress Testing Under Data-Restricted Environments," IMF Working Papers 2006/283, International Monetary Fund.
    32. Mark E. Levonian, 1991. "Have large banks become riskier? recent evidence from option markets," Economic Review, Federal Reserve Bank of San Francisco, issue Fall, pages 3-17.
    33. Lawrence Christiano & Roberto Motto & Massimo Rostagno, 2007. "Two Reasons Why Money and Credit May be Useful in Monetary Policy," NBER Working Papers 13502, National Bureau of Economic Research, Inc.
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    1. repec:jes:wpaper:y:2013:v:5:p:535-547 is not listed on IDEAS
    2. Alberto Naudon, 2010. "A Stochastic Assignment Model," Working Papers Central Bank of Chile 558, Central Bank of Chile.
    3. Rodrigo A. Alfaro & Rodrigo Cifuentes S., 2011. "Financial Stability, Monetary Policy, and Central Banking: An Overview," Central Banking, Analysis, and Economic Policies Book Series, in: Rodrigo Alfaro (ed.),Financial Stability, Monetary Policy, and Central Banking, edition 1, volume 15, chapter 1, pages 001-010, Central Bank of Chile.
    4. Kannan Prakash & Rabanal Pau & Scott Alasdair M., 2012. "Monetary and Macroprudential Policy Rules in a Model with House Price Booms," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-44, June.
    5. Moisa Altar & Adam-Nelu Altar-Samuel & Ioana Marcu, 2014. "Measuring Systemic Risk using Contingent Claims Analysis (CCA)," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 22-48, December.
    6. Renata Karkowska, 2013. "Instability In The Cee Banking System. Evidence From The Recent Financial Crisis," CES Working Papers, Centre for European Studies, Alexandru Ioan Cuza University, vol. 5(4), pages 535-547, December.
    7. Mr. Alasdair Scott & Mr. Pau Rabanal & Mr. Prakash Kannan, 2009. "Macroeconomic Patterns and Monetary Policy in the Run-up to Asset Price Busts," IMF Working Papers 2009/252, International Monetary Fund.
    8. David Aikman & Piergiorgio Alessandri & Bruno Eklund & Prasanna Gai & Sujit Kapadia & Elizabeth Martin & Nada Mora & Gabriel Sterne & Matthew Willison, 2011. "Funding Liquidity Risk in a Quantitative Model of Systemic Stability," Central Banking, Analysis, and Economic Policies Book Series, in: Rodrigo Alfaro (ed.),Financial Stability, Monetary Policy, and Central Banking, edition 1, volume 15, chapter 12, pages 371-410, Central Bank of Chile.
    9. Shigeto Kitano & Kenya Takaku, 2016. "External Debt and Taylor Rules in a Small Open Economy," Pacific Economic Review, Wiley Blackwell, vol. 21(5), pages 541-559, December.
    10. Pablo Pincheira & Hernán Rubio, 2010. "The Low Predictive Power of Simple Phillips Curves in Chile: A Real-Time Evaluation," Working Papers Central Bank of Chile 559, Central Bank of Chile.
    11. N. Johnson, Leroy, 2022. "Financial Frictions And Monetary Policy Shocks In Sierra Leone: Dynamic Stochastic General Equilibrium Model," Ilorin Journal of Economic Policy, Department of Economics, University of Ilorin, vol. 9(2), pages 78-96, June.
    12. Francis Leni Anguyo & Rangan Gupta & Kevin Kotzé, 2020. "Monetary policy and financial frictions in a small open-economy model for Uganda," Empirical Economics, Springer, vol. 59(3), pages 1213-1241, September.
    13. Piotr Żoch, 2020. "Macroprudential and Monetary Policy Rules in a Model with Collateral Constraints," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 2, pages 43-69.
    14. Burcu Aydin & Mr. Myeongsuk Kim & Mr. Ho-Seong Moon, 2011. "Financial Linkages Across Korean Banks," IMF Working Papers 2011/201, International Monetary Fund.
    15. Pablo Pincheira, 2010. "A Real Time Evaluation of the Central Bank of Chile GDP Growth Forecasts," Money Affairs, CEMLA, vol. 0(1), pages 37-73, January-J.
    16. Karkowska, Renata, 2014. "Is the Central and Eastern European banking systems stable? Evidence from the recent financial crisis," MPRA Paper 58803, University Library of Munich, Germany.

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    More about this item

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E61 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Policy Objectives; Policy Designs and Consistency; Policy Coordination
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • E63 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Comparative or Joint Analysis of Fiscal and Monetary Policy; Stabilization; Treasury Policy
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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