Banque de France Bulletin

Are credit ratings procyclical? A study of French banks’ capital requirements during the Covid crisis

Published on 21 March 2023
Authors : Ernest Lecomte, Clément Torres

Bulletin n°245, article 1. Credit ratings represent a point of reference for the banking and insurance regulatory framework. Although the literature appears to conclude that credit ratings are procyclical, that procyclicality is nevertheless limited in comparison with alternative methods of assessing credit risk (credit spreads, credit default swaps). An empirical analysis of the sensitivity of the six largest French banks’ capital requirements to changes in the credit ratings of their corporate portfolios suggests that the spate of rating downgrades during 2020 did not lead to a significant increase in average risk weights and risk weighted assets. The impact of external rating downgrades on risk weights was cushioned by the overwhelming use of internal rating models by large French banks, the marked prevalence of unrated exposures (weighted by default at 100%), and state guaranteed loans.

Image Point-in-time, through-the-cycle and rating agency credit risk assessment Description The graph introduces point-in-time, through-the-cycle and rating agency credit risk assessment. Sources: Author's calculations based on Banque de France reasearch (2004. Key: For a probability of default (PD) of 1.5% over a business cycle, the point-in-time approach shows PDs of 0.5% (during an expansion) to 2.5% (during a recession). The through-the-cycle approach, witch is very close to the methods employed by credit rating agencies, only reflects the permanent component of credit risk. It here shows a probability of default of 1.5% over the entire business cycle. Key figures: 20.9%: the share of speculative-grade large exposures in the corporate portfolios of the six largest French banks at the end of 2020 (compared with 15.2% the previous year). 5.52%: the share of risk-weighted assets whose weight depended on a rating from an external credit rating agency in the total portfolios of the six largest French banks at the end of 2020. <1%: the proportion of European banks' internal models that use an external credit rating agency's rating scale to calculate probabilities of defaut.
Point-in-time, through-the-cycle and rating agency credit risk assessment

1. A review of the literature sheds light on the procyclicality of credit ratings

What is meant by procyclicality?

With reference to the concept of the financial accelerator of Bernanke et al. (1996), procyclicality can be defined here as the propensity of endogenous credit market developments to spread and amplify the effects of initial real or monetary shocks. This mechanism results from imperfections in the conduct of trade and the conclusion of contracts in capital markets, in particular information asymmetries between creditors and borrowers and the associated principal agent relationship. These asymmetries explain why the premium paid by firms when seeking financing on credit markets (compared to internal equity funding) is higher when the borrower’s net worth or wealth is lower. Thus, when the borrowers’ net worth fluctuates with the business cycle, for example due to the procyclicality of earnings and asset prices, the external financing premium is countercyclical: the decrease in net worth that follows the decline in asset prices increases the external financing premium. This therefore amplifies the effects of the initial shock to production, consumption and investment. Since the subprime mortgage crisis and the European sovereign debt crisis, credit ratings have often been accused of being procyclical in that, through the financial accelerator channel, a downgrade can increase a firm’s or state’s external financing costs and thus lead to a further deterioration of its solvency. The numerous methodological difficulties inherent to the process of rating borrowers’ creditworthiness have pushed authorities to reduce the mechanical dependence of the financial regulatory framework on these entities’ ratings.

The question of the procyclicality of external ratings thus requires an understanding of the methods used by agencies to assign ratings and how they take the business cycle into consideration. First, it is important to make a distinction between the procyclicality of rating methods or policies (implying stricter standards during a recession than during an expansion) and the procyclicality of the ratings  themselves: more downgrades during a recession than during an expansion is not necessarily proof of a procyclical ratings policy as credit risk increases mechanically during a recession. Lastly, the use of – and reaction to – external ratings by institutions and market participants (investors, central banks, supervisory authorities, etc.) constitutes a third source of procyclicality. Their reaction, subject to regulatory frameworks, market conventions, the position of the business cycle and possible constraints linked to investment mandates, can trigger a procyclical dynamic. This section aims to shed light on the procyclicality, or absence thereof, of rating agencies’ methods and the ratings themselves. The third source of procyclicality will be considered in the third section.

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