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Identifying indicators of systemic risk

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  • Hartwig, Benny
  • Meinerding, Christoph
  • Schüler, Yves

Abstract

We operationalize the definition of systemic risk provided by the IMF, BIS, and FSB and derive testable hypotheses to identify indicators of systemic risk. We map these hypotheses into a two-stage hierarchical testing framework, combining insights from the early-warning literature on financial crises with recent advances on growth-at-risk. Applying this framework to a set of candidate variables, we find that the Basel III credit-to-GDP gap does not indicate systemic risk coherently across G7 countries. Credit growth and house price growth also do not pass our test in many cases. By contrast, a composite financial cycle signals systemic risk consistently for all countries except Canada. Overall, our results suggest that systemic risk may be consistently measured only once the turning points of indicators have been observed. Therefore, pre-emptive countercyclical macroprudential policy may smooth the financial cycle in boom phases, which then indirectly mitigates the amount of systemic risk in the future.

Suggested Citation

  • Hartwig, Benny & Meinerding, Christoph & Schüler, Yves, 2020. "Identifying indicators of systemic risk," Discussion Papers 33/2020, Deutsche Bundesbank.
  • Handle: RePEc:zbw:bubdps:332020
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    2. Bochmann, Paul & Hiebert, Paul & Schüler, Yves S. & Segoviano, Miguel, 2022. "Latent fragility: conditioning banks’ joint probability of default on the financial cycle," Working Paper Series 2698, European Central Bank.

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    Keywords

    systemic risk; macroprudential regulation; forecasting; growth-at-risk; financial cycles;
    All these keywords.

    JEL classification:

    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation

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