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Assessing the efficacy of borrower-based macroprudential policy using an integrated micro-macro model for European households

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  • Gross, Marco
  • Población, Javier
Abstract
We develop an integrated micro-macro model framework that is based on household survey data for a subset of the EU countries that the Household Finance and Consumption Survey (HFCS) contains. We use the model for the purpose of assessing the efficacy of borrower-based macroprudential instruments, namely loan-to-value (LTV) ratio and debt service to income (DSTI) ratio caps, and illustrate its outcome for four European countries. The simulation results from the model can be attached to bank balance sheets and their risk parameters to derive the impact of the policy measures on their capital position. The model framework also allows quantifying the macroeconomic feedback effects that would result from the policy-induced reduction of demand for mortgage loans. An assessment as to the comparative efficacy of LTV- versus DSTI-based policy suggests that DSTI caps may be more effective in containing household risk.

Suggested Citation

  • Gross, Marco & Población, Javier, 2017. "Assessing the efficacy of borrower-based macroprudential policy using an integrated micro-macro model for European households," Economic Modelling, Elsevier, vol. 61(C), pages 510-528.
  • Handle: RePEc:eee:ecmode:v:61:y:2017:i:c:p:510-528
    DOI: 10.1016/j.econmod.2016.12.029
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    as
    1. Alexander Chudik & M. Hashem Pesaran, 2016. "Theory And Practice Of Gvar Modelling," Journal of Economic Surveys, Wiley Blackwell, vol. 30(1), pages 165-197, February.
    2. 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.
    3. Kelly, Robert & O’Malley, Terence, 2016. "The good, the bad and the impaired: A credit risk model of the Irish mortgage market," Journal of Financial Stability, Elsevier, vol. 22(C), pages 1-9.
    4. D. Filiz Unsal, 2013. "Capital Flows and Financial Stability: Monetary Policy and Macroprudential Responses," International Journal of Central Banking, International Journal of Central Banking, vol. 9(1), pages 233-285, March.
    5. Ramdane Djoudad, 2011. "A framework to assess vulnerabilities arising from household indebtedness using microdata," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Proceedings of the IFC Conference on "Initiatives to address data gaps revealed by the financial crisis", Basel, 25-26 August 2010, volume 34, pages 151-168, Bank for International Settlements.
    6. Bailliu, Jeannine & Meh, Cesaire & Zhang, Yahong, 2015. "Macroprudential rules and monetary policy when financial frictions matter," Economic Modelling, Elsevier, vol. 50(C), pages 148-161.
    7. Gerlach, Stefan & Peng, Wensheng, 2005. "Bank lending and property prices in Hong Kong," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 461-481, February.
    8. Mendicino, Caterina & Punzi, Maria Teresa, 2014. "House prices, capital inflows and macroprudential policy," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 337-355.
    9. Gross, Marco & Población García, Francisco Javier, 2016. "Assessing the efficacy of borrower-based macroprudential policy using an integrated micro-macro model for European households," Working Paper Series 1881, European Central Bank.
    10. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    11. repec:zbw:bofrdp:2007_005 is not listed on IDEAS
    12. John Geanakoplos & Robert Axtell & J. Doyne Farmer & Peter Howitt & Benjamin Conlee & Jonathan Goldstein & Matthew Hendrey & Nathan M. Palmer & Chun-Yi Yang, 2012. "Getting at Systemic Risk via an Agent-Based Model of the Housing Market," American Economic Review, American Economic Association, vol. 102(3), pages 53-58, May.
    13. Lambertini, Luisa & Mendicino, Caterina & Teresa Punzi, Maria, 2013. "Leaning against boom–bust cycles in credit and housing prices," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1500-1522.
    14. Filippo di Mauro & L. Vanessa Smith & Stephane Dees & M. Hashem Pesaran, 2007. "Exploring the international linkages of the euro area: a global VAR analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 1-38.
    15. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    16. Kelly, Robert & McCann, Fergal & O’Toole, Conor, 2018. "Credit conditions, macroprudential policy and house prices," Journal of Housing Economics, Elsevier, vol. 41(C), pages 153-167.
    17. Fabrice Collard & Harris Dellas & Behzad Diba & Olivier Loisel, 2017. "Optimal Monetary and Prudential Policies," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(1), pages 40-87, January.
    18. Pesaran M.H. & Schuermann T. & Weiner S.M., 2004. "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 129-162, April.
    19. Paolo Gelain & Kevin J. Lansing & Caterina Mendicino, 2013. "House Prices, Credit Growth, and Excess Volatility: Implications for Monetary and Macroprudential Policy," International Journal of Central Banking, International Journal of Central Banking, vol. 9(2), pages 219-276, June.
    20. Eric Wong & Andrew Tsang & Steven Kong, 2014. "How Does Loan-To-Value Policy Strengthen Banks' Resilience to Property Price Shocks - Evidence from Hong Kong," Working Papers 032014, Hong Kong Institute for Monetary Research.
    21. Marcelo Fuenzalida & Jaime Ruiz-Tagle, 2011. "Household Financial Vulnerability," Central Banking, Analysis, and Economic Policies Book Series, in: Rodrigo Alfaro (ed.),Financial Stability, Monetary Policy, and Central Banking, edition 1, volume 15, chapter 10, pages 299-326, Central Bank of Chile.
    22. Michael Funke & Michael Paetz, 2012. "A DSGE-based assessment of nonlinear loan-to-Value policies: Evidence from Hong Kong," Quantitative Macroeconomics Working Papers 21204, Hamburg University, Department of Economics.
    23. Kok, Christoffer & Gross, Marco & Żochowski, Dawid, 2016. "The impact of bank capital on economic activity - evidence from a mixed-cross-section GVAR model," Working Paper Series 1888, European Central Bank.
    24. 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.
    25. Sugawara, Naotaka & Zalduendo, Juan, 2011. "Stress-testing croatian households with debt -- implications for financial stability," Policy Research Working Paper Series 5906, The World Bank.
    26. Hallissey, Niamh & Kelly, Robert & O'Malley, Terry, 2014. "Macro-prudential Tools and Credit Risk of Property Lending at Irish banks," Economic Letters 10/EL/14, Central Bank of Ireland.
    27. Nicolas Albacete & Judith Eidenberger & Gerald Krenn & Peter Lindner & Michael Sigmund, 2014. "Risk-Bearing Capacity of Households – Linking Micro-Level Data to the Macroprudential Toolkit," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 27, pages 95-110.
    28. 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.
    29. Mr. Malhar S Nabar & Mr. Ashvin Ahuja, 2011. "Safeguarding Banks and Containing Property Booms: Cross-Country Evidenceon Macroprudential Policies and Lessons From Hong Kong SAR," IMF Working Papers 2011/284, International Monetary Fund.
    30. 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.
    31. Ongena, Steven & Popov, Alexander & Udell, Gregory F., 2013. "“When the cat's away the mice will play”: Does regulation at home affect bank risk-taking abroad?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 727-750.
    32. repec:zbw:bofitp:2012_011 is not listed on IDEAS
    33. Cussen, Mary & O'Brien, Martin & Onorante, Luca & O'Reilly, Gerard, 2015. "Assessing the impact of macroprudential measures," Economic Letters 03/EL/15, Central Bank of Ireland.
    34. Chris Bloor & Chris McDonald, 2013. "Estimating the impacts of restrictions on high LVR lending," Reserve Bank of New Zealand Analytical Notes series AN2013/05, Reserve Bank of New Zealand.
    35. Gael Price, 2014. "How has the LVR restriction affected the housing market: a counterfactual analysis," Reserve Bank of New Zealand Analytical Notes series AN2014/03, Reserve Bank of New Zealand.
    36. Angeloni, Ignazio & Faia, Ester, 2013. "Capital regulation and monetary policy with fragile banks," Journal of Monetary Economics, Elsevier, vol. 60(3), pages 311-324.
    37. M. Hashem Pesaran & Ron Smith, 2006. "Macroeconometric Modelling With A Global Perspective," Manchester School, University of Manchester, vol. 74(s1), pages 24-49, September.
    38. Mark Cassidy & Niamh Hallissey, 2016. "The Introduction of Macroprudential Measures for the Irish Mortgage Market," The Economic and Social Review, Economic and Social Studies, vol. 47(2), pages 271-297.
    39. Rubio, Margarita & Carrasco-Gallego, José A., 2016. "Coordinating macroprudential policies within the Euro area: The case of Spain," Economic Modelling, Elsevier, vol. 59(C), pages 570-582.
    40. Ampudia, Miguel & van Vlokhoven, Has & Żochowski, Dawid, 2016. "Financial fragility of euro area households," Journal of Financial Stability, Elsevier, vol. 27(C), pages 250-262.
    41. Kok, Christoffer & Gross, Marco, 2013. "Measuring contagion potential among sovereigns and banks using a mixed-cross-section GVAR," Working Paper Series 1570, European Central Bank.
    42. Valentina Michelangeli & Mario Pietrunti, 2014. "A Microsimulation Model to evaluate Italian Households Financial Vulnerability," International Journal of Microsimulation, International Microsimulation Association, vol. 7(3), pages 53-79.
    43. Baptista, Rafa & Farmer, J. Doyne & Hinterschweiger, Marc & Low, Katie & Tang, Daniel & Uluc, Arzu, 2016. "Macroprudential policy in an agent-based model of the UK housing market," Bank of England working papers 619, Bank of England.
    44. Heitor Almeida & Murillo Campello & Crocker Liu, 2006. "The Financial Accelerator: Evidence from International Housing Markets," Review of Finance, European Finance Association, vol. 10(3), pages 321-352, September.
    45. Luísa Farinha & Sónia Costa, 2012. "Households’ indebtedness: a microeconomic analysis based on the results of the households’ financial," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    46. Nicolas Albacete & Peter Lindner, 2013. "Household Vulnerability in Austria – A Microeconomic Analysis Based on the Household Finance and Consumption Survey," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 25, pages 57-73.
    47. Ian Christensen, 2011. "Mortgage Debt and Procyclicality in the Housing Market," Bank of Canada Review, Bank of Canada, vol. 2011(Summer), pages 35-42.
    48. 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.
    49. Reamonn Lyndon & Yvonne McCarthy, 2013. "What Lies Beneath? Understanding Recent Trends in Irish Mortgage Arrears," The Economic and Social Review, Economic and Social Studies, vol. 44(1), pages 117-150.
    50. 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.
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    More about this item

    Keywords

    Household balance sheets; Macro-financial linkages; Macroprudential policy;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation

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