The effect of information sharing between lenders on access to credit,cost of credit,and loan performance – Evidence from a credit registry introduction

Using a rich dataset from a commercial bank in Albania, we utilize the introduction of a public credit registry by the Albanian central bank in January 2008 as a natural experiment to analyze the effect of information sharing between lenders on (1) access to credit, (2) cost of credit, and (3) loan performance. Our results suggest that information sharing by means of a credit registry does not affect access to or cost of credit, but improves loan performance. Specifically, loans granted after the introduction of the credit registry are 3% points less likely of turning problematic, representing a 35% reduction of the overall sample average arrear probability. We further find that the effect is more pronounced for repeat borrowers and in areas, where competition is weak. This indicates that information sharing among lenders improves loan performance mainly by disciplining borrowers to repay in their concern about future access to credit.     

Debit or credit?

Empirical consumer payment price sensitivity has implications for theory, optimal regulation of payment card networks, and business strategy. A critical margin is the price of a credit card charge. A revolver who did not pay her most recent balance in full pays interest; other credit card users do not. I find that revolvers are substantially less likely to incur credit card charges and substantially more likely to use a debit card, conditional on several proxies for transaction demand and tastes. Debit use also increases with credit limit constraints and decreases with credit card possession. Additional results suggest that debit is becoming a stronger substitute for credit over time.     

Are credit ratings procyclical?

This paper studies the influence of the state of the business cycle on credit ratings. In particular, we assess whether rating agencies are excessively procyclical in their assignment of ratings. Our analysis is based on a model of ratings determination that takes into account factors that measure the business and financial risks of firms, in addition to indicators of macroeconomic conditions. Utilizing annual data on all US firms rated by Standard & Poor’s, we find that ratings do not generally exhibit excess sensitivity to the business cycle. In addition, we document that previously reported findings of a secular tightening of ratings standards are not robust to a more complete accounting of systematic changes to measures of risk.     

CEO ability heterogeneity,board’s recruiting ability and credit risk

This study investigates the effects of the CEO (Chief Executive Officer) ability heterogeneity of an industry and the board’s recruiting capability on firm credit risk by using 26,235 America bond data from the year 2001 to 2014. We find that both CEO ability heterogeneity and board’s recruiting ability enhance a firm’s credit quality when controlling for other well-known determinants of bond yield spreads, implying that high CEO ability heterogeneity and good board’s recruiting ability both encourage a firm to replace the underperformed CEO earlier and improve the firm’s subsequent performance, which enhances firm value and credit quality (Merton in J Finance 29(2):449–470, 1974). We also find that good macroeconomic conditions weaken the effect of CEO ability heterogeneity on bond yield spreads while enhance that of board’s recruiting ability. Moreover, board’s recruiting ability weakens the effect of CEO ability heterogeneity on bond yield spreads, indicating that there may exist a trade-off relationship between the CEO ability heterogeneity effect and the board’s recruiting ability effect. Finally, the results are robust when considering endogeneity issues and other measures of CEO ability heterogeneity.     

A two-stage dynamic credit scoring model,based on customers’ profile and time horizon

As credit card usage has expanded rapidly worldwide, credit scoring has become a very important task for banks, which can benefit from reducing possible risks of default. Credit scoring models help decision makers to decide whether to issue a credit card to a new applicant on the basis of both financial and nonfinancial criteria. The scope of the current study is to develop a dynamic scoring model that (a) estimates the credit performance of an applicant using generalised linear models and (b) accommodates the changes of a borrower's characteristics after the issuance of the credit card and forecasts the time of default using survival analysis.     

Merchants and credit cards: Determinants,perceptions and current practices — A case of Malaysia

The credit card industry is made up of two business segments: the issuance of credit cards to consumers and the acquisition of merchants into the credit card payment scheme. Accepting credit card payments is an important business decision that involves cost, benefits and risk considerations. The paper discusses the merchants' personal and business characteristics and the perceptions of merchants towards the credit card payment system, both of which contribute significantly to merchants' acceptance of credit card payments. It is found that perceptions related to the social influence and performance expectancy constructs of the Unified Theory of Acceptance and Use of Technology play the most important role in a merchant's decision.     

Did the crisis induce credit rationing for French SMEs?

This paper focuses on the access of independent French SMEs to bank lending and analyzes whether the observed evolution of credit to SMEs over the recent period was “demand driven” as a result of the decrease in firms’ activity and investment projects or was “supply driven” with an increase in credit “rationing” stemming from a more cautious behavior of banks. Based on a sample of around 60,000 SMEs, we come to the conclusion that, despite the stronger standards used by banks when granting credit, French SMEs do not appear to have been strongly affected by credit rationing since 2008. This result goes against the common view that SMEs suffered from a strong credit restriction during the crisis but is perfectly in line with the results of several surveys about the access to finance of SMEs recently conducted in France.     

Did going public impair Moody׳s credit ratings?

We investigate a prominent allegation in congressional hearings that Moody?s loosened its rating standards to chase revenue after it went public in 2000. Consistent with this allegation, Moody?s ratings for both corporate bonds and structured finance products are significantly more favorable to issuers, relative to S&P?s, after Moody?s IPO. Moreover, Moody?s ratings are more favorable for clients subject to greater conflict of interest. There is little evidence that Moody?s higher ratings, post-IPO, are more informative, measured as expected default frequencies (EDFs) or as the probability of default. Our findings inform the debate on whether financial gatekeepers should be publicly traded.     

Can pure play internet banking survive the credit crisis?

This paper positions the pure-play internet banking model (PPI) as a hybrid business model that combines features of both relationship and transaction banking. Although in terms of customer orientation PPI banks may partly resemble relationship banks, they lack their comparative advantage in generating borrower-specific information. Instead, the characteristic features of PPI banks are low costs and easy scalability. While the latter may enable PPI banks to quickly capture market share, it may also generate overexposure in risky markets. We present a case study on ING Direct, one of the leading global PPI banks and address the sustainability of the PPI business model by comparing the ING Direct foreign operations. The findings for ING Direct are validated using data for E-Trade Bank. We conclude that managing growth appears to be the prime challenge to PPI banks.     

Discussion of “Financial statement comparability and credit risk”

Comparability of financial statements has been a subject that is often referred to by academics and practitioners alike. In recent years, researchers have attempted to develop a quantifiable framework to study the benefits of comparability from the perspective of equity markets. Kim et al. (2013) approach this issue from the perspective of credit markets. This discussion of their paper has three objectives. First, it critiques their proxy for comparability and offers suggestions on how to validate their assumptions. Second, it recommends improvements to their research design, keeping in mind nuances of credit as an asset class. Finally, to help the authors with their future research, it offers proxies for comparability and information asymmetry that can be developed through some new datasets that have become available to researchers.     

Who gets credit after bankruptcy and why? An information channel

Conventional wisdom holds that individuals find it difficult to obtain new credit post-bankruptcy. Using credit bureau data, we test this hypothesis and show that more than 90% of bankrupt individuals receive credit shortly after filing. Individuals with good credit history prior to filing have reduced credit availability after bankruptcy while those with ex-ante low credit quality receive more credit. We show that credit supplied to low quality individuals is severely curtailed during the financial crisis. We also find that the default probability on new debt increases after bankruptcy, especially among individuals with high ex-ante credit score. These findings are consistent with an information channel, in which bankruptcy reveals new information about a borrower’s credit quality.     

Do firms use the trade credit channel to manage growth?

While many theories of accounts payable and receivable are related to firm performance, there has not been a direct test whether firms actively use them to manage their growth. We argue that it is not just the accounts payable but also the accounts receivable that matter. While the former help to alleviate imperfections in the financial market, the latter do so in the product market. Using over 2.5 million observations for 600.000 firms in 8 euro area countries in the period 1993–2009, we show that firms use the trade credit channel to manage growth. In countries where the trade credit channel is more present, the marginal impact is lower, but the total impact is still higher. Further, firms that are more vulnerable to financial market imperfections, rely more on the trade credit channel to manage growth. Finally, we show that also the overall conditions of the financial market matter for the importance of the trade credit channel for growth.     

Warrant price responses to credit spread changes: Fact or fiction?

We use a new approach to analyze the relationship between warrant prices and issuers’ credit spreads. This approach allows us to gain insights into whether issuers use their credit risk systematically to increase their profits. In a post‐Lehman sample, we find strong support for a systematic use since issuers decrease prices less after cred it spread increases than they increase prices after credit spread decreases. Credit spread decreases are accompanied by price increases on several successive days. This sluggish adjustment in prices can be explained by the fact that retail investors’ purchase decisions depend on product prices.     

What happens after corporate default? Stylized facts on access to credit

In this paper, we investigate what happens to firms after they default on their bank loans. We approach this question by establishing a set of stylized facts concerning the evolution of corporate default and its resolution, focusing on access to credit after default. Using a unique dataset from Portugal, we observe that half of the corporate default episodes last 5 quarters. Most firms continue to have access to credit immediately after resolving default, though only a minority has access to new loans. Firms have more difficulties in regaining access to credit if they are small, if their default was long and severe, if they borrow from only one bank or if they default with their main lender. Further, half of the defaulting firms record another default in the future. We observe that firms with repeated defaults are, on average, smaller and experience longer and more severe defaults.     

Suppliers’/customers’ production efficiency uncertainty and firm credit risk

This study explores the effects of business counterparties’ (i.e. suppliers’/customers’) production efficiency uncertainty (PEU) on corporate credit risk by employing American bond observations of manufacturing firms. Empirical results of this study show that customers’ PEU is positively related to corporate bond yield spreads whereas suppliers’ has an opposite effect. The former result shows the importance of demand uncertainty while the latter one suggests that the benefits of supply chain integration or information sharing exceed the costs of supply chain uncertainty. We also find that the effects of suppliers’/customers’ PEUs on bond yield spreads are significantly affected by the information flow risk within the supply chain. In addition, the customer-side effect becomes weaker during the financial crisis period, whereas the supplier-side one is insignificantly affected. These empirical results are robust when controlling for potential endogeneity problems and employing an alternative sample which consists of the bond observations with both supplier and customer identification information. Finally, it has to be noticed that our conclusions are only applicable to manufacturing industries.     

An intensity model for credit risk with switching Lévy processes

We develop a switching regime version of the intensity model for credit risk pricing. The default event is specified by a Poisson process whose intensity is modeled by a switching Lévy process. This model presents several interesting features. First, as Lévy processes encompass numerous jump processes, our model can duplicate the sudden jumps observed in credit spreads. Also, due to the presence of jumps, probabilities do not vanish at very short maturities, contrary to models based on Brownian dynamics. Furthermore, as the parameters of the Lévy process are modulated by a hidden Markov chain, our approach is well suited to model changes of volatility trends in credit spreads, related to modifications of unobservable economic factors.     

Do some lenders have information advantages? Evidence from Japanese credit market data

Using detailed Japanese credit data, we test for the existence of a credit market hierarchy. Empirical tests indicate that firms with information problems are more likely to carry higher proportions of relationship loans from main banks than non-main banks, holding constant risk and control factors. We further examine credit specialization on the part of lenders by testing the relationship between client firms' information and risk characteristics and the concentration of loans obtained from depository institutions versus other financial institutions. However, no significant differences in information superiority between these two types of financial institutions are found. We conclude that our evidence supports the credit market hierarchy hypothesis for Japanese main banks in particular but not depository institutions in general.