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Collateral, type of lender and relationship banking as determinants of credit risk

Journal of Banking & Finance 2004 28(9), 2191-2212 open access
This paper analyses the determinants of the probability of default (PD) of bank loans. We focus the discussion on the role of a limited set of variables (collateral, type of lender and bank–borrower relationship) while controlling for the other explanatory variables. The study uses information on the more than three million loans entered into by Spanish credit institutions over a complete business cycle (1988–2000) collected by the Bank of Spain's Credit Register (Central de Información de Riesgos). We find that collateralised loans have a higher PD, loans granted by savings banks are riskier and, finally, that a close bank–borrower relationship increases the willingness to take more risk.

Empirical Analysis of Corporate Credit Lines

Review of Financial Studies 2009 22(12), 5069-5098
[Since bank credit lines are a major source of corporate funding, we examine the determinants of their usage with a comprehensive database of Spanish corporate credit lines. A line's default status is a key factor driving its usage, which increases as firm financial conditions worsen. Firms with prior defaults access their credit lines less, suggesting that bank monitoring influences firms' usage decisions. Line usage has an aging effect that causes it to decrease by roughly 10% per year of its life. Lender characteristics, such as the length of a firm's banking relationships, as well as macroeconomic conditions, affect usage decisions.]

Bank capital requirements and risk-taking: Evidence from basel III

Journal of Financial Stability 2024 74, 101292
We study the effects of both tighter and looser bank capital requirements on bank risk-taking. We exploit credit register data matched with firm and bank level data in conjunction with changes in capital requirements stemming from Basel III, including the introduction of a SME supporting bank capital factor in the European Union. We find that tighter capital requirements reduce the supply of bank credit to firms, while looser capital requirements mitigate the credit supply effects of increasing capital. Importantly, at the loan level (credit supply), banks more affected by capital requirements change less the supply of credit to riskier than to safer firms, and these asymmetric effects occur for both the tightening and the loosening of bank capital requirements. Finally, these effects are also important at the firm-level for total credit availability and for firm survival. Interestingly, our results suggest that those banks most impacted by the tighter Basel III capital requirements prioritize credit among ex-ante riskier firms to avoid their closure, consistent with loan evergreening.

How does competition affect bank risk-taking?

Journal of Financial Stability 2013 9(2), 185-195
A common assumption in the academic literature and in the supervision of banking systems is that franchise value plays a key role in limiting bank risk-taking. As market power is the primary source of franchise value, reduced competition in banking markets has been seen as promoting banking stability. A recent paper by Martínez-Miera and Repullo (MMR, 2010) shows that a nonlinear relationship theoretically exists between bank competition and risk-taking in the loan market. We test this hypothesis using data from the Spanish banking system. After controlling for macroeconomic conditions and bank characteristics, we find support for this nonlinear relationship using standard measures of market concentration in both the loan and deposit markets. When direct measures of market power, such as Lerner indices, are used, the empirical results are more supportive of the original franchise value hypothesis, but only in the loan market. Overall, the results highlight the empirical relevance of the MMR model, even though further analysis across other banking markets is needed.

Hazardous Times for Monetary Policy: What Do Twenty-Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk-Taking?

Econometrica 2014 82(2), 463-505 open access
We identify the effects of monetary policy on credit risk-taking with an exhaustive credit register of loan applications and contracts. We separate the changes in the composition of the supply of credit from the concurrent changes in the volume of supply and quality, and the volume of demand. We employ a two-stage model that analyzes the granting of loan applications in the first stage and loan outcomes for the applications granted in the second stage, and that controls for both observed and unobserved, time-varying, firm and bank heterogeneity through time*firm and time*bank fixed effects. We find that a lower overnight interest rate induces lowly capitalized banks to grant more loan applications to ex ante risky firms and to commit larger loan volumes with fewer collateral requirements to these firms, yet with a higher ex post likelihood of default. A lower long-term interest rate and other relevant macroeconomic variables have no such effects.

Organizational distance and use of collateral for business loans

Journal of Banking & Finance 2009 33(2), 234-243 open access
This paper examines the effect of organizational distance (i.e. distance between the headquarters of the bank that grants a loan and the location of the borrower) on the use of collateral for business loans by Spanish banks on the basis of the recent lender-based theory of collateral [Inderst, R., Mueller, H.M., 2007. A lender-based theory of collateral. Journal of Financial Economics 84, 826–859.]. We find that, for the average borrower, the use of collateral is higher for loans granted by local lenders than by distant ones. We also show that the difference in the likelihood of collateral in loans granted by local lenders, relative to distant lenders, is higher among older and larger firms, than, respectively, younger and smaller firms. We also find that banks use lending technologies that are different for near and for distant firms, in response to organizational diseconomies.

Monetary Policy, Inflation, and Crises: Evidence from History and Administrative Data

Journal of Finance 2026 81(2), 923-970 open access
We show that a U‐shaped monetary rate path increases banking crisis risk, via credit and asset price cycles, analyzing 17 countries over 150 years. Rate hikes (raw or instrumented) increase crisis risk, but only if preceded by prolonged cuts. These patterns are unique to banking crises, unlike noncrisis recessions. Regarding the mechanism, prolonged cuts raise the likelihood of large credit and asset price booms, consistent with higher credit supply and risk‐taking. Subsequent hikes strongly reduce credit and asset prices, and increase banks' realized credit risk, rather than interest rate risk. We find consistent results in administrative loan‐level data for Spain.

Empirical Analysis of Corporate Credit Lines

Review of Financial Studies 2009 22(12), 5069-5098 open access
Since bank credit lines are a major source of corporate funding, we examine the determinants of their usage with a comprehensive database of Spanish corporate credit lines. A line's default status is a key factor driving its usage, which increases as firm financial conditions worsen. Firms with prior defaults access their credit lines less, suggesting that bank monitoring influences firms' usage decisions. Line usage has an aging effect that causes it to decrease by roughly 10% per year of its life. Lender characteristics, such as the length of a firm's banking relationships, as well as macroeconomic conditions, affect usage decisions. The Author 2009. Published by Oxford University Press on behalf of The Society for Financial Studies. All rights reserved. For Permissions, please e-mail: [email protected]., Oxford University Press.

Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications

American Economic Review 2012 102(5), 2301-2326 open access
We analyze the impact of monetary policy on the supply of bank credit. Monetary policy affects both loan supply and demand, thus making identification a steep challenge. We therefore analyze a novel, supervisory dataset with loan applications from Spain. Accounting for time-varying firm heterogeneity in loan demand, we find that tighter monetary and worse economic conditions substantially reduce loan granting, especially from banks with lower capital or liquidity ratios; responding to applications for the same loan, weak banks are less likely to grant the loan. Finally, firms cannot offset the resultant credit restriction by applying to other banks.

Macroprudential Policy, Countercyclical Bank Capital Buffers, and Credit Supply: Evidence from the Spanish Dynamic Provisioning Experiments

Journal of Political Economy 2017 125(6), 2126-2177
To study the impact of macroprudential policy on credit supply cycles and real effects, we analyze dynamic provisioning. Introduced in Spain in 2000, revised four times, and tested in its countercyclicality during the crisis, it affected banks differentially. We find that dynamic provisioning smooths credit supply cycles and, in bad times, supports firm performance. A 1 percentage point increase in capital buffers extends credit to firms by 9 percentage points, increasing firm employment (6 percentage points) and survival (1 percentage point). Moreover, there are important compositional effects in credit supply related to risk and regulatory arbitrage by nonregulated and regulated but less affected banks.