Klimastresstests, Kreditvergabeverhalten der Banken und der Übergang zur klimaneutralen Wirtschaft
Larissa Fuchs, Huyen Nguyen, Trang Nguyen, Klaus Schaeck
Wirtschaft im Wandel,
Nr. 1,
2024
Abstract
Kann die Bankenaufsicht den Übergang zu einer kohlenstoffneutralen Wirtschaft unterstützen, indem sie die Kreditvergabe der Banken an Unternehmen beeinflusst? Dieser Beitrag untersucht die Kreditvergabe der Banken vor und nach dem weltweit ersten Klimastresstest in Frankreich und die Reaktion der kreditnehmenden Unternehmen. Die dem Stresstest unterworfenen Banken geben kohlenstoffintensiven Unternehmen mehr Kredite. Zugleich verlangen sie ihnen aber höhere Zinssätze ab. Die kohlenstoffintensiven Kreditnehmer, deren Banken sich dem Klimastresstest unterzogen haben, verpflichten sich eher zu ehrgeizigen Emissionszielen und integrieren eher Umweltaspekte in die Bewertung von Investitionsprojekten. Jedoch reduzieren sie weder direkt ihre Kohlenstoffemissionen noch beenden sie Beziehungen zu klimaschädlichen Lieferanten. Die Studie belegt somit einen kausalen Zusammenhang zwischen Klimastresstests der Banken und der Verringerung des Transitionsrisikos der Kreditnehmer.
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Climate Stress Tests, Bank Lending, and the Transition to the Carbon-Neutral Economy
Larissa Fuchs, Huyen Nguyen, Trang Nguyen, Klaus Schaeck
SSRN Working Papers,
Nr. 4427729,
2023
Abstract
Does banking supervision affect borrowers’ transition to the carbon-neutral economy? We use a unique identification strategy that combines the French bank climate pilot exercise with borrowers’ carbon emissions to present two novel findings. First, climate stress tests actively facilitate borrowers’ transition to a low-carbon economy through a lending channel. Stress-tested banks increase loan volumes but simultaneously charge higher interest rates for brown borrowers. Second, additional lending is associated with some improvements in environmental performance. While borrowers commit more to reduce carbon emissions and are more likely to evaluate environmental effects of their projects, they neither reduce direct carbon emissions, nor terminate relationships with environmentally unfriendly suppliers. Our findings establish a causal link between bank climate stress tests and borrowers’ reductions in transition risk.
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11.07.2023 • 19/2023
Stresstest für Sachsen-Anhalts Mittelstand
Die mittelständische Wirtschaft in Sachsen-Anhalt spürt die Folgen von Inflation, Konjunkturabschwung und Kostendruck. Die Stimmungslage der Unternehmen war im ersten Halbjahr 2023 deutlich schlechter als vor einem Jahr. Das geht aus der gemeinsamen Umfrage von Creditreform und Leibniz-Institut für Wirtschaftsforschung Halle (IWH) hervor, an der sich rund 460 Unternehmen aus Sachsen-Anhalt beteiligten.
Axel Lindner
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Correlation Scenarios and Correlation Stress Testing
Natalie Packham, Fabian Wöbbeking
Journal of Economic Behavior and Organization,
January
2023
Abstract
We develop a general approach for stress testing correlations of financial asset portfolios. The correlation matrix of asset returns is specified in a parametric form, where correlations are represented as a function of risk factors, such as country and industry factors. A sparse factor structure linking assets and risk factors is built using Bayesian variable selection methods. Regular calibration yields a joint distribution of economically meaningful stress scenarios of the factors. As such, the method also lends itself as a reverse stress testing framework: using the Mahalanobis distance or Highest Density Regions (HDR) on the joint risk factor distribution allows to infer worst-case correlation scenarios. We give examples of stress tests on a large portfolio of European and North American stocks.
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The Disciplining Effect of Supervisory Scrutiny in the EU-wide Stress Test
Christoffer Kok, Carola Müller, Steven Ongena, Cosimo Pancaro
Journal of Financial Intermediation,
January
2023
Abstract
Relying on confidential supervisory data related to the 2016 EU-wide stress test, this paper presents novel empirical evidence that supervisory scrutiny associated to stress testing has a disciplining effect on bank risk. We find that banks that participated in the 2016 EU-wide stress test subsequently reduced their credit risk relative to banks that were not part of this exercise. Relying on new metrics for supervisory scrutiny that measure the quantity, potential impact, and duration of interactions between banks and supervisors during the stress test, we find that the disciplining effect is stronger for banks subject to more intrusive supervisory scrutiny during the exercise. We also find that a strong risk management culture is a prerequisite for the supervisory scrutiny to be effective. Finally, we show that a similar disciplining effect is not exerted neither by higher capital charges nor by more transparency and related market discipline induced by the stress test.
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Stress Tests and Small Business Lending
Kristle R. Cortés, Yuliya Demyanyk, Lei Li, Elena Loutskina, Philip E. Strahan
Journal of Financial Economics,
Nr. 1,
2020
Abstract
Post-crisis stress tests have altered banks’ credit supply to small business. Banks most affected by stress tests reallocate credit away from riskier markets and toward safer ones. They also raise interest rates on small loans. Quantities fall most in high-risk markets where stress-tested banks own no branches, and prices rise mainly where they do. The results suggest that banks price the stress-test induced increase in capital requirements where they have local knowledge, and exit where they do not. Stress tests do not, however, reduce aggregate credit. Small banks seem to increase their share in geographies formerly reliant on stress-tested lenders.
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A Factor-model Approach for Correlation Scenarios and Correlation Stress Testing
Natalie Packham, Fabian Wöbbeking
Journal of Banking and Finance,
April
2019
Abstract
In 2012, JPMorgan accumulated a USD 6.2 billion loss on a credit derivatives portfolio, the so-called “London Whale”, partly as a consequence of de-correlations of non-perfectly correlated positions that were supposed to hedge each other. Motivated by this case, we devise a factor model for correlations that allows for scenario-based stress testing of correlations. We derive a number of analytical results related to a portfolio of homogeneous assets. Using the concept of Mahalanobis distance, we show how to identify adverse scenarios of correlation risk. In addition, we demonstrate how correlation and volatility stress tests can be combined. As an example, we apply the factor-model approach to the “London Whale” portfolio and determine the value-at-risk impact from correlation changes. Since our findings are particularly relevant for large portfolios, where even small correlation changes can have a large impact, a further application would be to stress test portfolios of central counterparties, which are of systemically relevant size.
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24.04.2017 • 22/2017
Höhere Kapitalforderungen: Am Ende leiden die Unternehmen
61 europäische Banken sollten bis 2012 ihre Kapitaldecke erhöhen, um ausreichend Puffer für zukünftige Krisen aufzubauen. Wie die Studie der Forschergruppe um Reint E. Gropp vom Leibniz-Institut für Wirtschaftsforschung Halle (IWH) zeigt, setzten die Banken diese Forderung auch in die Tat um – allerdings nicht, indem sie sich frisches Kapital beschafften, sondern indem sie ihr Kreditangebot verringerten. Die Folge: geringeres Bilanz-, Investitions- und Umsatzwachstum von Unternehmen, die größere Kredite von diesen Banken hielten.
Reint E. Gropp
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11.08.2016 • 34/2016
Banken-Stresstest 2016: Deutsche und italienische Banken mit ähnlichen Ergebnissen
Europäische Bankenaufsicht (EBA) und Europäische Zentralbank (EZB) haben die Ergebnisse ihres Banken-Stresstests 2016 vorgelegt. Der Test zeigt, dass die meisten europäischen Banken unter den angenommenen Stressszenarien recht stabil bleiben würden. „Bedenklich stimmt allerdings, dass die italienischen Banken nicht schlechter abschneiden als die deutschen Großbanken“, kommentiert IWH-Präsident Reint E. Gropp. „Eine Aufstockung des Eigenkapitals der beiden deutschen Großbanken scheint angeraten zu sein. Außerdem hat der Stresstest leider zwei entscheidende Faktoren nicht berücksichtigt: Erstens wurde eine lang anhaltende Niedrigzinspolitik der EZB nicht simuliert. Und zweitens berücksichtigt der Test nicht die Möglichkeit, dass viele kleine Institute gleichzeitig in Schwierigkeiten geraten könnten, was wiederum im Kontext der schwindenden Zinsmargen immer wahrscheinlicher werden könnte“, sagt Gropp. Der Stresstest sollte auch nicht davon ablenken, dringend die Probleme der italienischen Banken zu lösen.
Reint E. Gropp
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Stress Testing and Bank Efficiency: Evidence from Europe
Iftekhar Hasan, Fotios Pasiouras
International Journal of Corporate Finance and Accounting,
Nr. 2,
2015
Abstract
This study examines whether and how the stress testing of European banks in 2010, 2011, and 2014 is related to their technical, allocative, and cost efficiency. Using a sample of large commercial banks operating in 20 European countries, and Data Envelopment Analysis (DEA), the authors perform comparisons between banks that were included in one of the three European stress tests and untested banks operating in the same countries. They estimate various specifications as for the inputs and outputs, cross-section and pooled estimations, and they also examine alternative samples as for the ownership of banks. In general, the authors conclude that banks included in the stress-test exercises are more efficient that their counterparties. The differences tend to be statistically significant in the case of allocative efficiency and cost efficiency, but not in the case of technical efficiency. With regards to the latter form of efficiency, the results depend upon the specification and the stress test in question.
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