Banque de France Bulletin

The informational value of credit ratings in the bank/firm relationship

Published on 21 January 2020
Authors : Mattia Girotti, Federica Salvadè , Christophe Cahn

Bulletin 227, article 3. Economic research – How, by combining quantitative and qualitative information, do central bank credit ratings influence the supply of bank loans to businesses? This article attempts to answer this question by analysing the effects of a 2004 reform of the Banque de France’s rating scale. Thanks to a more accurate position on this scale, some firms benefited from an upgrading of their credit rating relative to other firms whose rating remained unchanged. By providing the banking sector with the information contained in the credit rating, this reform has allowed these firms to enjoy greater and cheaper access to bank credit.

Image Quaterly bank credit flows around the reform Description The graph introduces the quaterly bank credit flows around the reform from 2003 to 2005. Source: Cahn, Girotti and Salvadè (2019). Note: Relative credit supply is measured by the quarterly change in outstanding, loans as a percentage of the balance sheet total, stripped of differences related to, inter alia, the sector, time period and unobservable characteristics of firms. Key figures: 1.2% of the balance sheet total: the additional credit granted to companies whose rating has been upgraded compared to similar companies without such an upgrade. 15 basis points: the decline in the cost of credit observed for these companies. 4%: the increase in the probability of creating a new banking relationship.

1 The key role of qualitative information in the banking relationship

By exchanging information between credit market participants, lenders are able to better assess the credit risk associated with companies. At the same time, this exchange enables these same companies to prevent the best‑informed lenders from exploiting an informational rent at their expense.

Nowadays, easier access to company data and the development of information and communication technologies facilitate the dissemination of verifiable financial information (hard information). However, qualitative and informal information (soft information), such as that produced by financial analysts, remains costly to collect and difficult to disseminate. This may discourage the use of this type of information in the selection and monitoring of borrowers and thereby be detrimental to the credit market. Indeed, qualitative information plays a key role in facilitating access to credit, especially for small businesses, which are generally more opaque.

In this context, the analysis of banks’ use of external credit ratings, and of their informational content, is interesting for two reasons. On the one hand, it refines our understanding of the mechanisms at work in lending decisions. On the other hand, it enables us to assess whether and how external certification can enhance access to bank credit for companies, especially small and medium‑sized enterprises (SMEs) with the highest level of financial intermediation. This article addresses these issues by analysing how the production of quantitative and qualitative information about borrowers, and its dissemination through a credit register, can influence banks’ lending decisions and thereby improve the functioning of the credit market.

2 The Banque de France rating system and its 2004 reform

The bank credit market in France offers a framework for analysis that is particularly well‑suited to these questions. Indeed, a large number of SMEs are assigned a credit rating by the Banque de France, based on the collection and processing of both quantitative and qualitative information. Ratings are made available to credit institutions via the FIBEN company database, alongside a large quantity of financial information such as balance sheets and income statements.

The 2004 ratings reform: a refinement of the scale

Company ratings reflect a firm’s ability to meet its financial commitments over a three‑year horizon. This rating is represented by a position on a rating scale. The Banque de France’s rating system was reformed in 2004, resulting in a refinement of pre‑existing ratings and thus an increase in the number of levels (see box)

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