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Estimating the effects of macroprudential policy shocks: A Qual VAR approach

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  • Tillmann, Peter

Abstract

This paper proposes a Qual VAR, i.e. a VAR augmented by qualitative variables, to estimate the effects of lowering maximum loan-to-value (LTV) ratios, a key macroprudential policy tool. We use Korea as a case study, where LTV ratios have been used frequently as a policy instrument. The Qual VAR has several advantages over competing methods. We conclude that a macroprudential tightening is effective in dampening credit growth and reducing the appreciation of house prices.

Suggested Citation

  • Tillmann, Peter, 2015. "Estimating the effects of macroprudential policy shocks: A Qual VAR approach," Economics Letters, Elsevier, vol. 135(C), pages 1-4.
    • Handle: RePEc:eee:ecolet:v:135:y:2015:i:c:p:1-4
    DOI: 10.1016/j.econlet.2015.07.021
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    References listed on IDEAS

    as
    1. Mr. Giovanni Dell'Ariccia & Mr. Pau Rabanal & Mr. Christopher W. Crowe & Ms. Deniz O Igan, 2011. "Policies for Macrofinancial Stability: Options to Deal with Real Estate Booms," IMF Staff Discussion Notes 2011/002, International Monetary Fund.
    2. Kuttner, Kenneth N. & Shim, Ilhyock, 2016. "Can non-interest rate policies stabilize housing markets? Evidence from a panel of 57 economies," Journal of Financial Stability, Elsevier, vol. 26(C), pages 31-44.
    3. Claessens, Stijn & Ghosh, Swati R. & Mihet, Roxana, 2013. "Macro-prudential policies to mitigate financial system vulnerabilities," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 153-185.
    4. Michael Dueker, 2005. "Dynamic Forecasts of Qualitative Variables: A Qual VAR Model of U.S. Recessions," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 96-104, January.
    5. Ilhyock Shim & Bilyana Bogdanova & Jimmy Shek & Agne Subeltye, 2013. "Database for policy actions on housing markets," BIS Quarterly Review, Bank for International Settlements, September.
    6. Kenneth Kuttner & Ilhyock Shim, 2012. "Taming the Real Estate Beast: The Effects of Monetary and Macroprudential Policies on Housing Prices and Credit," RBA Annual Conference Volume (Discontinued), in: Alexandra Heath & Frank Packer & Callan Windsor (ed.),Property Markets and Financial Stability, Reserve Bank of Australia.
    7. repec:wil:wileco:2013-20 is not listed on IDEAS
    8. International Monetary Fund, 2011. "Macroprudential Policy: What Instruments and How to Use them? Lessons From Country Experiences," IMF Working Papers 2011/238, International Monetary Fund.
    9. Ms. Deniz O Igan & Mr. Heedon Kang, 2011. "Do Loan-To-Value and Debt-To-Income Limits Work? Evidence From Korea," IMF Working Papers 2011/297, International Monetary Fund.
    10. Giovanni Dell'Ariccia & Pau Rabanal & Christopher W. Crowe & Deniz O Igan, 2011. "Policies for Macrofinancial Stability; Options to Deal with Real Estate Booms," IMF Staff Discussion Notes 11/02, International Monetary Fund.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

    1. Mokas, Dimitris & Giuliodori, Massimo, 2023. "Effects of LTV announcements in EU economies," Journal of International Money and Finance, Elsevier, vol. 133(C).
    2. Norring, Anni, 2022. "Taming the tides of capital: Review of capital controls and macroprudential policy in emerging economies," BoF Economics Review 1/2022, Bank of Finland.
    3. Klingelhöfer, Jan & Sun, Rongrong, 2019. "Macroprudential policy, central banks and financial stability: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 19-41.
    4. Gabauer, David & Gupta, Rangan, 2020. "Spillovers across macroeconomic, financial and real estate uncertainties: A time-varying approach," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 167-173.
    5. Richter, Björn & Schularick, Moritz & Shim, Ilhyock, 2019. "The costs of macroprudential policy," Journal of International Economics, Elsevier, vol. 118(C), pages 263-282.
    6. Buesa, Alejandro & De Quinto, Alicia & Población, Javier, 2022. "Risky mortgages, credit shocks and cross-border spillovers," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 717-733.
    7. Marcin Czaplicki, 2022. "Measuring the restrictiveness of (macro)prudential policy: the case of bank capital regulation in Poland," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(3), pages 322-338, September.
    8. William W. Chow & Michael K. Fung, 2021. "The effects of macroprudential policy on Hong Kong’s housing market: a multivariate ordered probit-augmented vector autoregressive approach," Empirical Economics, Springer, vol. 60(2), pages 633-660, February.
    9. Emna Trabelsi, 2022. "Macroprudential Transparency and Price Stability in Emerging and Developing Countries," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 11(1), pages 105-129.
    10. Victor Pontines, 2021. "The real effects of loan-to-value limits: empirical evidence from Korea," Empirical Economics, Springer, vol. 61(3), pages 1311-1350, September.
    11. Björn Richter & Moritz Schularick & Ilhyock Shim, 2018. "The macroeconomic effects of macroprudential policy," BIS Working Papers 740, Bank for International Settlements.
    12. Retselisitsoe I. Thamae & Nicholas M. Odhiambo, 2022. "The impact of bank regulation on bank lending: a review of international literature," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(4), pages 405-418, December.
    13. Krokida, Styliani-Iris & Makrychoriti, Panagiota & Spyrou, Spyros, 2020. "Monetary policy and herd behavior: International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 170(C), pages 386-417.
    14. Kim, Kyungmin & Lee, Joo Yong, 2017. "Estimating the effects of FX-related macroprudential policies in Korea," International Review of Economics & Finance, Elsevier, vol. 50(C), pages 23-48.
    15. Sebastian Edwards, 2021. "Macroprudential Policies and The Covid-19 Pandemic: Risks and Challenges For Emerging Markets," NBER Working Papers 29441, National Bureau of Economic Research, Inc.
    16. Ryou, Jai Won & Baak, Saang Joon & Kim, Won Joong, 2019. "Effects of Japanese quantitative easing policy on the economies of Japan and Korea," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 241-252.
    17. Shuffield Seyram Asafo & Michal Moszynski, 2022. "The combined effects of monetary and macroprudential policies," SN Business & Economics, Springer, vol. 2(9), pages 1-20, September.
    18. Klaus Schmidt-Hebbel, 2019. "Macroeconomic Institutions: Lessons from World Experience for MENA Countries," Working Papers 1311, Economic Research Forum, revised 21 Aug 2019.
    19. Dimitris Mokas & Massimo Giuliodori, 2021. "Effects of LTV announcements in EU economies," Working Papers 704, DNB.
    20. Sandri, Damiano & Bergant, Katharina & Grigoli, Francesco & Hansen, Niels-Jakob, 2020. "Dampening Global Financial Shocks: Can Macroprudential Regulation Help (More than Capital Controls)?," CEPR Discussion Papers 14948, C.E.P.R. Discussion Papers.
    21. Tillmann, Peter, 2016. "Unconventional monetary policy and the spillovers to emerging markets," Journal of International Money and Finance, Elsevier, vol. 66(C), pages 136-156.

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    More about this item

    Keywords

    Macroprudential policy; Qual VAR; LTV; House prices;
    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
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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