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The impact of lending standards on default rates of residential real estate loans

Author

Listed:
  • Gaudêncio, João
  • Mazany, Agnieszka
  • Schwarz, Claudia

Abstract

This paper analyses the impact of lending standards for residential real estate (RRE) loans on default rates, using a novel loan-level dataset from the European DataWarehouse (EDW) that covers eight euro area countries. To the best of the authors’ knowledge, this paper is the first to use, for this purpose, a consistent set of loan-level data on loans originated in multiple euro area countries. Previous literature has used either national loan-level data, which does not allow for cross-country comparisons, or aggregate cross-country data. The dataset is first explored through an extensive descriptive analysis and this is followed by static probit regressions. The findings confirm the key influence of lending standards – in particular, loan-to-value and loan-to-income ratios at origination, original loan maturity and borrower employment status – on loan default rates. The impact of other variables, such as interest rate fixation and payment type, varies depending on the country of loan origination. These results are particularly relevant for microprudential supervisors in their ongoing assessment of banks’ credit policies. The highlighted country specificities should be taken into account in macroprudential policymaking. JEL Classification: C25, G21

Suggested Citation

  • Gaudêncio, João & Mazany, Agnieszka & Schwarz, Claudia, 2019. "The impact of lending standards on default rates of residential real estate loans," Occasional Paper Series 220, European Central Bank.
  • Handle: RePEc:ecb:ecbops:2019220
    Note: 3430849
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    References listed on IDEAS

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    Cited by:

    1. Nataliya Barasinska & Philipp Haenle & Anne Koban & Alexander Schmidt, 2023. "No Reason to Worry About German Mortgages? An Analysis of Macroeconomic and Individual Drivers of Credit Risk," Journal of Financial Services Research, Springer;Western Finance Association, vol. 64(3), pages 369-399, December.
    2. Mitrašević Mirela, 2021. "The Role of Macroprudential Policy in Bank Housing Loans Portfolio Quality Assurance," Economic Themes, Sciendo, vol. 59(2), pages 281-296, June.
    3. Mitrašević, Mirela & Bardarova, Snezana, 2020. "Causes Of Non-Payment Of Mortgage Loans: Theoretical And Practical Aspects," UTMS Journal of Economics, University of Tourism and Management, Skopje, Macedonia, vol. 11(2), pages 138-150.
    4. Billio, Monica & Dufour, Alfonso & Segato, Samuele & Varotto, Simone, 2023. "Complexity and the default risk of mortgage-backed securities," Journal of Banking & Finance, Elsevier, vol. 155(C).
    5. Jorge E. Galán & Matías Lamas, 2019. "Beyond the LTV ratio: new macroprudential lessons from Spain," Working Papers 1931, Banco de España.
    6. Fenner, Arved & Klein, Philipp & Mössinger, Carina, 2021. "Better be careful: The replenishment of ABS backed by SME loans," Discussion Papers 30/2021, Deutsche Bundesbank.

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    More about this item

    Keywords

    default probability; lending standards; loan-level data; loan defaults; residential real estate;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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