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A Tale of Different Capital Ratios: How to Correctly Assess the Impact of Capital Regulation on Lending

Author

Listed:
  • Simona Malovana
  • Martin Hodula
  • Josef Bajzik
  • Zuzana Gric
Abstract
For almost two decades, quantifying the effect of changes in bank capital and capital regulation on lending has been one of the most important research questions. Yet, the empirical literature has remained largely fragmented in terms of the estimated parameters. In this paper, we collect more than 1,600 estimates on the relationship between bank capital and lending and construct 40 variables that reflect the context in which researchers obtain such estimates. After accounting for potential publication bias, the effect of a 1 percentage point (pp) change to the capital (regulatory) ratio on annual credit growth is set at around 0.3 pp, while the effect of changes to capital requirements is about -0.7 pp. Using Bayesian and frequentist model averaging, we expose the additional layers of fragmentation observed in our results. First, we show that the relationship between bank capital and lending changes over time, reflecting the post-crisis period of increasingly demanding bank capital regulation and subdued profitability. Second, we find the reported estimates of elasticities to be significantly affected by the researchers’ choice of empirical approach.

Suggested Citation

  • Simona Malovana & Martin Hodula & Josef Bajzik & Zuzana Gric, 2021. "A Tale of Different Capital Ratios: How to Correctly Assess the Impact of Capital Regulation on Lending," Working Papers 2021/8, Czech National Bank.
    • Handle: RePEc:cnb:wpaper:2021/8
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    Cited by:

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    3. Malovaná, Simona & Hodula, Martin & Gric, Zuzana & Bajzík, Josef, 2023. "Macroprudential policy in central banks: Integrated or separate? Survey among academics and central bankers," Journal of Financial Stability, Elsevier, vol. 65(C).
    4. Simona Malovana & Martin Hodula & Zuzana Gric & Josef Bajzik, 2022. "Borrower-Based Macroprudential Measures and Credit Growth: How Biased is the Existing Literature?," Working Papers 2022/8, Czech National Bank.

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    Keywords

    Bank capital; bank lending; capital regulation; meta-analysis; publication bias;
    All these keywords.

    JEL classification:

    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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