Bank credit risk and credit information sharing in Africa: Does credit information sharing institutions and context matter?

The study examines credit information sharing through private credit bureaus and public credit registries and their effect on bank credit risk in low and high income countries in Africa. The study covers periods between 2006 and 2012 with 548 bank observations in Africa. Employing a Prais-Winsten panel data estimation, the study established that credit information sharing whether through private credit bureaus or public credit registries reduces bank credit risk in both low and high income countries and Africa as a whole. Further analyses reveal that credit information shared through public credit registries was only negatively and significantly related to bank credit risk when all countries that share credit information through public credit registries are observed as one unit but had no significant effect in low or high income countries. On the contrary, credit information shared through private credit bureaus reported a negative and significant effect on credit risk in low and high income countries as well as all countries that shared information through private credit bureaus. This suggests that credit information shared through private credit bureaus are more robust in dealing with bank credit risk regardless of a banks’ income bracket. Hence, countries that do not share credit information should do so especially through private credit bureaus so as to help reduce bank credit risk regardless of the income bracket differences. Again, governments in Africa must enact laws that expand the coverage and scope of credit information shared so as to enhance the effectiveness of information sharing.     

The effect of reducing information asymmetry on loan price and quantity in the African banking industry

The purpose of this study is to assess how information sharing offices affect loan price and quantity in the African banking industry. The empirical evidence is based on a panel of 162 banks in 42 countries for the period 2001–2011. From the Generalised Method of Moments, public credit registries decrease loan price. With instrumental Quantile Regressions, two main findings are established. Public credit registries consistently decrease the price of loans whereas private credit bureaus consistently have the opposite effect. Public credit registries increase loan quantity in bottom quintiles (or banks associated with lower loan quantities) while private credit bureaus increase loan quantity in top quintiles (or banks associated with higher loan quantities).     

Corruption in bank lending to firms: Cross-country micro evidence on the beneficial role of competition and information sharing

Building on the important study by Beck, Demirguc-Kunt, and Levine [2006. Bank supervision and corruption in lending. Journal of Monetary Economics 53, 2131-2163], we examine the effects of both borrower and lender competition as well as information sharing via credit bureaus/registries on corruption in bank lending. Using the unique World Bank data set (WBES) covering more than 4,000 firms across 56 countries with information on credit bureaus/registries, assembled by Djankov, McLiesh, and Shleifer [2007. Private credit in 129 countries. Journal of Financial Economics 84, 299–329], and bank regulation data collected by Barth, Caprio, and Levine [2006. Rethinking Bank Regulation: Till Angels Govern. Cambridge University Press, New York] to measure bank competition and information sharing, we find strong evidence that both banking competition and information sharing reduce lending corruption, and that information sharing also helps enhance the positive effect of competition in curtailing lending corruption. We also find that the ownership structure of firms and banks, legal environment, and firm competition all exert significant impacts on lending corruption.     

What drives foreign expansion of the top 100 multinational banks? The role of the credit reporting system

This study explores how information costs, proxied by characteristics of credit reporting systems, affect the foreign expansion of the top 100 multinational banks. We find that banks prefer to expand operations in countries where private credit bureaus exist or where the credit reporting system is of better quality. This preference is particularly strong for banks’ branch decisions. Furthermore, banks prefer subsidiary entry only in countries where private credit bureaus exist with better credit information quality. Overall, our results indicate that banks are attracted to countries where the credit reporting system helps reduce banks’ information costs.     

Systemic Bank Risk in Brazil: A Comprehensive Simulation of Correlated Market, Credit, Sovereign and Inter-Bank Risks

In this study we present a comprehensive forward‐looking portfolio simulation methodology for assessing the correlated impacts of market risk, private sector and Sovereign credit risk, and inter‐bank default risk. In order to produce better integrated risk assessment for banks and systemic risk assessments for financial systems, we argue that reasonably detailed modeling of bank asset and liability structures, loan portfolio credit quality, and loan concentrations by sector, region and type, as well as a number of financial and economic environment risk drivers, is required. Sovereign and inter‐bank default risks are increasingly important in the current economic environment and their inclusion is an important model extension. This extended model is demonstrated through an application to both individual Brazilian banks (i.e., 28 of the largest banks) and groups of banks (i.e., the Brazilian banking system) as of December 2004. When omitting Sovereign risk, our analysis indicates that none of the banks face significant default risk over a 1‐year horizon. This low default risk stems primarily from the large amount of government securities held by Brazilian banks, but also reflects the banks' adequate capitalizations and extraordinarily high interest rate spreads. We note that none of the banks which we modeled failed during the very stressful 2007‐2008 period, consistent with our results. Our results also show that a commonly used approach of aggregating all banks into one single bank, for purposes of undertaking a systemic banking system risk assessment, results in a misestimate of both the probability and the cost of systemic banking system failures. Once Sovereign risk is considered and losses in the market value of government securities reach 10% (or higher), we find that several banks could fail during the same time period. These results demonstrate the well known risk of concentrated lending to a borrower, or type of borrower, which has a non‐zero probability of default (e.g., the Government of Brazil). Our analysis also indicates that, in the event of a Sovereign default, the Government of Brazil would face constrained debt management alternatives. To the best of our knowledge no one else has put forward a systematic methodology for assessing bank asset, liability, loan portfolio structure and correlated market and credit (private sector, Sovereign, and inter‐bank) default risk for banks and banking systems. We conclude that such forward‐looking risk assessment methodologies for assessing multiple correlated risks, combined with the targeted collection of specific types of data on bank portfolios, have the potential to better quantify overall bank and banking system risk levels, which can assist bank management, bank regulators, Sovereigns, rating agencies, and investors to make better informed and proactive risk management and investment decisions.     

Bank regulation and risk-taking incentives: An international comparison of bank risk

This paper uses a panel database of 251 banks in 36 countries to analyze the impact of bank regulation on bank charter value and risk-taking. After controlling for deposit insurance and for the quality of a country's contracting environment, the results indicate that regulatory restrictions increase banks' risk-taking incentives by reducing their charter value. Banks in countries with stricter regulation have a lower charter value, which increases their incentives to follow risky policies. These results corroborate a negative relation between regulatory restrictions and the stability of a banking system. Deposit insurance has a positive influence on bank charter value, mitigating the risk-shifting incentives it creates. This positive influence disappears when we control for the possible endogeneity of deposit insurance.     

Business credit information sharing and default risk of private firms

We investigate whether and how business credit information sharing helps to better assess the default risk of private firms. Private firms represent an ideal testing ground because they are smaller, more informationally opaque, riskier, and more dependent on trade credit and bank loans than public firms. Based on a representative panel dataset that comprises private firms from all major industries, we find that business credit information sharing substantially improves the quality of default predictions. The improvement is stronger for older firms and those with limited liability, and depends on the sharing of firms’ payment history and the number of firms covered by the local credit bureau office. The value of soft business credit information is higher the smaller the firms and the lower their distance from the local credit bureau office. Furthermore, in spatial and industry analyses we show that the higher the value of business credit information the lower the realized default rates. Our study highlights the channel through which business credit information sharing adds value and the factors that influence its strength.     

How does competition affect bank systemic risk?

Using bank level measures of competition and co-dependence, we show a robust negative relationship between bank competition and systemic risk. Whereas much of the extant literature has focused on the relationship between competition and the absolute level of risk of individual banks, in this paper we examine the correlation in the risk taking behavior of banks. We find that greater competition encourages banks to take on more diversified risks, making the banking system less fragile to shocks. Examining the impact of the institutional and regulatory environment on bank systemic risk shows that banking systems are more fragile in countries with weak supervision and private monitoring, greater government ownership of banks, and with public policies that restrict competition. We also find that the negative effect of lack of competition can be mitigated by a strong institutional environment that allows for efficient public and private monitoring of financial institutions.     

Interest margins and bank regulation in Central America and the Caribbean

This paper examines empirically the determinants of bank interest margins in Central America and the Caribbean over the period 1998–2014. A particular focus is set on the impact of differences in the regulatory environment and market structure across countries in explaining the interest margins of individual banks. Our results suggest that bank market power, operating costs, credit risk, and liquid asset holdings increase the margin between loan and deposit rates, while increased income diversification and GDP growth are associated with lower loan-deposit spreads. When considering information on banking regulation, we find strong evidence to support our main hypothesis that improvements in market quality and liberalization have a significant effect on interest margins. More specifically, reductions in entry requirements to banking, higher involvement of foreign banks, and increased financial statement transparency are associated with significant reductions in interest margins.     

Does the European Financial Stability Facility Bail Out Sovereigns or Banks? An Event Study

On May 9, 2010 euro zone countries announced the creation of the European Financial Stability Facility. This paper investigates the impact of this announcement on bank share prices, bank credit default swap (CDS) spreads, and sovereign CDS spreads. The main private beneficiaries were bank creditors. Furthermore, countries with banking systems heavily exposed to southern Europe and Ireland benefited, as evidenced by lower sovereign CDS spreads. The combined gains of bank debt holders and shareholders exceed the increase in the value of their banks’ sovereign debt exposures, suggesting that banks saw their contingent claim on the financial safety net increase in value.     

政策连续性与商业银行系统性风险

本文基于2007年第一季度至2019年第四季度中国A股32家上市银行非平衡面板数据,从“冲击”和“传染”两个维度考察了政策连续性对银行系统性风险的影响。实证结果表明,政策连续性程度的提高通过降低银行个体风险和减弱银行个体与系统的关联性进而显著降低了银行系统性风险。进一步分析发现,政策连续性降低了银行被动风险承担水平而非主动风险承担意愿,减弱了银行间接关联程度而非直接关联程度。异质性分析表明,经济下行和货币宽松时期,政策连续性对系统性风险的降低效应更大,并且本身破产风险越高、信息透明度越低的银行,其系统性风险受政策连续性的影响越大。区分不同类型的政策发现,货币政策、财政政策、汇率与资本项目政策的连续性上升均能显著降低银行系统性风险,其中货币政策连续性对银行系统性风险的影响力度最大。     

The Impact of Capital Requirements and Managerial Compensation on Bank Charter Value

This paper examines the joint impact of capital requirements and managerial incentive compensation on bank charter value and bank risk. Most of the previous literature in the area of banking and agency theory has focused on asymmetric information between either banks and regulators, (and therefore on the role of bank capital), or between bank shareholders and bank managers, (and therefore on the role of managerial ownership). In this paper we unify these issues and present empirical results from the regression of capital requirements jointly with measures of incentive compensation on Tobin's Q, our proxy for bank charter value, and on the standard deviation of total return, our proxy for bank risk. In a sample of 102 bank holding companies we find that capital levels are consistently a significant positive factor in determining bank charter value and a significant negative factor in determining risk. On the other hand, we find our six measures of incentive compensation to be generally insignificant relative to charter value but do provide some evidence consistent with a theory relating types of incentive compensation with risk.     

Credit information,consolidation and credit market performance: Bank-level evidence from developing countries

Paying particular attention to the degree of banking market concentration in developing countries, this paper examines the effect of credit information sharing on bank lending. Using bank-level data from African countries over the period 2004 to 2009 and a dynamic two-step system generalised method of moments (GMM) estimation, it is found that credit information sharing increases bank lending. The degree of banking market concentration moderates the effect of credit information sharing on bank lending. The results are robust to controlling for possible interactions between credit information sharing and governance.     

Lending Booms and Lending Standards

We examine how the informational structure of loan markets interacts with banks' strategic behavior in determining lending standards, lending volume, and the aggregate allocation of credit. We show that, as banks obtain private information about borrowers and information asymmetries across banks decrease, banks may loosen their lending standards, leading to an equilibrium with deteriorated bank portfolios, lower profits, and expanded aggregate credit. These lower standards are associated with greater aggregate surplus and greater risk of financial instability. We therefore provide an explanation for the sequence of financial liberalization, lending booms, and banking crises observed in many emerging markets.     

Foreign Banks in Poor Countries: Theory and Evidence

We study how foreign bank penetration affects financial sector development in poor countries. A theoretical model shows that when domestic banks are better than foreign banks at monitoring soft information customers, foreign bank entry may hurt these customers and worsen welfare. The model also predicts that credit to the private sector should be lower in countries with more foreign bank penetration, and that foreign banks should have a less risky loan portfolio. In the empirical section, we test these predictions for a sample of lower income countries and find support for the theoretical model.     

Foreign bank entry and bank competition: Cross-country heterogeneity

This study investigates the impact of foreign bank entry on bank competition in the host countries. Using data for 148 countries over 1987–2015, I find that although on average an increase in the number of foreign banks is associated with more competition in the host country, competition increases in developed but decreases in developing countries. Stringent capital requirements, higher market entry barriers, and effective credit information sharing can mitigate the impact of foreign bank entry, while better supervision and external governance strengthen the link between foreign bank presence and competition. The findings justify the regulations on bank capital adequacy and call for an effective credit information sharing mechanism.     

Public bank lending in times of crisis

This paper studies the role of government-owned banks in the event of financial crises. The study takes an empirical perspective focusing on bank lending. We compare the lending responses across government-owned and private banks to financial crises using the balance sheet information of 764 major banks headquartered in 50 countries over the period of 1994–2009. Using a nested panel regression framework that allows for parameter shifts in the bank lending equation, we find robust evidence that government-owned banks increase their lending during crises relative to normal times, while private banks’ lending decreases. Government-owned banks thus counteract the lending slowdown of private banks. The findings suggest that governments can play an active counter-cyclical role in their banking systems directly through government-owned banks.     

Banking systemic vulnerabilities: A tail-risk dynamic CIMDO approach

This study proposes a novel framework which combines marginal probabilities of default estimated from a structural credit risk model with the consistent information multivariate density optimization (CIMDO) methodology and the generalized dynamic factor model (GDFM) supplemented by a dynamic t-copula. The framework models banks’ default dependence explicitly and captures the time-varying non-linearities and feedback effects typical of financial markets. It measures banking systemic credit risk in the three forms categorized by the European Central Bank: (1) credit risk common to all banks; (2) credit risk in the banking system conditional on distress on a specific bank or combinations of banks; and (3) the buildup of banking system vulnerabilities over time which may unravel disorderly. In addition, the estimates of the common components of the banking sector short-term and conditional forward default measures contain early warning features, and the identification of their drivers is useful for macroprudential policy. Finally, the framework produces robust out-of-sample forecasts of the banking systemic credit risk measures. This paper advances the agenda of making macroprudential policy operational.     

Bank governance,regulation, supervision,and risk reporting: Evidence from operational risk disclosures in European banks

This paper investigates the direct and joint effects of bank governance, regulation, and supervision on the quality of risk reporting in the banking industry, as proxied for by operational risk disclosure (ORD) quality in European banks. After controlling for the endogeneity between bank stability and risk reporting quality, we find that banks having a higher proportion of outside board directors, lower executive ownership, concentrated outside non-governmental ownership, and more active audit committee, and operating under regulations promoting bank competition (i.e., less stringent entry to banking requirements) provide ORD of higher quality. In addition, we find that the contribution of bank supervisors to the enhancement of ORD quality depends on the ownership structure of the bank. Specifically, powerful and independent bank supervisors mitigate the incentives for entrenched bank executives to withhold voluntary ORD. Moreover, bank supervisors and largest shareholders perform substitutive roles in monitoring the bank management's compliance with mandatory ORD requirements. For the sake of enhancing risk reporting quality in banks, our findings recommend sustaining board independence, enhancing audit committee activity, easing entry to banking requirements, and promoting a more proactive role for bank supervisors.     

In Banking,Is Small Beautiful?

The state‐led resolution of the 2007‐2009 financial crisis has proven to be costly. Calls are being heard in Belgium, the Netherlands and Switzerland to cap the size of domestic banks. Is small beautiful? In this policy paper, we first match bailing out cost data to the relative size of banks for a sample of 14 countries and 29 banks. An important observation is that some countries with relatively small banks faced large bailout cost when correlated systemic risk affected many banks. Secondly, we call to the attention that capping the size of banks can have an unintended effect: a lack of credit risk diversification. Risk diversification is needed to reduce the costs of financial distress, which are quite significant in the banking industry. If reducing public bail out costs is the right objective, capping the size of banks is not the best tool. So as to keep large banks that provide highly skilled employment opportunities in a services economy, we discuss four policy options that help to ensure financial stability: independence and accountability of bank supervisors, prompt corrective action mechanisms, burden sharing across countries, and an end to the too‐big‐to‐fail doctrine.