Specialization in Bank Lending: Evidence from Exporting Firms

We develop a novel approach for measuring bank specialization using granular data on borrower activities and apply it to Peruvian exporters and their banks. We find that borrowers seek credit from banks that specialize in their export destinations, both when expanding exports and when exporting to new countries. Firms experiencing country-specific export demand shocks adjust borrowing disproportionately from specialized banks. Specialized bank credit supply shocks affect exports disproportionately to countries of specialization. Our results demonstrate that firm credit demand is bank- and activity-specific, which reduces banking competition and affects the transmission and amplification of shocks through the banking sector.     

Predicting banking distress in the EMEAP economies

This study develops a panel probit model to identify the leading indicators of banking distress and to estimate the banking distress probability for EMEAP economies. Macroeconomic fundamentals, currency crisis vulnerability, credit risks of banks and non-financial companies, asset price gaps, credit growth, and the occurrence of distress in other economies are found to be important leading indicators. The model is applied to stress test the Hong Kong banking sector. Simulation results suggest that compared with the period before the Asian financial crisis, the banking sector is currently more capable of withstanding shocks similar to those that occurred during the crisis.     

Financial Exposure and the International Transmission of Financial Shocks

This paper analyzes the transmission mechanism of banking sector shocks in an international real business cycle model with heterogeneous bank sizes. We examine to what extent the financial exposure of the banking sector affects the transmission of foreign banking sector shocks. In our model, the more exposed domestic banks are to the foreign economy via lending to foreign firms, the greater are the spillovers from foreign financial shocks to the home economy. The model highlights the role of openness to trade and the dynamics of the terms of trade in the international transmission mechanism of banking sector shocks: spillovers from foreign banking sector shocks are greater the more open the home economy is to trade and the less the terms of trade respond to foreign shocks.     

The effect of banking crisis on bank-dependent borrowers

We provide causal evidence that adverse capital shocks to banks affect their borrowers’ performance negatively. We use an exogenous shock to the U.S. banking system during the Russian crisis of Fall 1998 to separate the effect of borrowers’ demand of credit from the supply of credit by the banks. Firms that primarily relied on banks for capital suffered larger valuation losses during this period and subsequently experienced a higher decline in their capital expenditure and profitability as compared to firms that had access to the public-debt market. Consistent with an adverse shock to the supply of credit, crisis-affected banks decreased the quantity of their lending and increased loan interest rates in the post-crisis period significantly more than the unaffected banks. Our results suggest that the global integration of the financial sector can contribute to the propagation of financial shocks from one economy to another through the banking channel.     

Bank-to-bank lending channel and the transmission of bank liquidity shocks: Evidence from France

Good liquidity is essential for the banking system to function properly and supply credit to the real sector. However, several banks all over the world face large shocks to their liquidity supply due to numerous factors. This study contributes to the literature on the transmission of liquidity shocks by investigating the bank-to-bank lending behavior of French banks during the global financial crisis (2008 and 2009). In addition, we examine the factors strongly influencing the liquidity of the interbank deposits market. First, using a fixed-effects model on a sample of 85 French banks for the period from 2005 to 2010, we find that the deposits channel plays an important role in the transmission of liquidity shocks across the banking system. Second, we use difference-in-difference methodology to study the effects of liquidity shock on bank lending. Our results show that French banks reduced their bank-to-bank lending significantly during the financial crisis period. Moreover, our results suggest that the reduction could have been due to deposit activities.     

Competition in banking and the lending channel: Evidence from bank-level data in Asia and Latin America

This paper examines how banking competition affects the transmission of monetary policy through the bank lending channel. We apply a two-step estimation procedure using bank-level panel data for commercial banks in 10 Asian and 10 Latin American countries during the period from 1996 to 2006. In the first step we measure the degree of banking competition by applying the methodology proposed by Panzar and Rosse (1987). In the second step we estimate a loan growth equation where the explanatory variables include the Panzar–Rosse measure of banking competition. The estimation results provide consistent evidence that increased competition in the banking sector weakens the transmission of monetary policy through the bank lending channel. This is especially true for banks in Latin American countries and banks of small size, low liquidity, and low capitalization. We also discuss the policy implications of the main findings of this paper.     

竞争与效率——基于我国区域性商业银行的实证研究

针对文献中有关银行业竞争与效率之间关系的争论,本文采用我国区域性城市商业银行和农村商业银行的数据做了进一步的探索。文章采用随机前沿分析法计算银行效率水平,并利用银保监会发布的银行分支许可证信息构建区域竞争指数,从而考察区域银行业竞争程度对银行经营效率的影响。研究印证了竞争程度的增加可以提高区域性商业银行的效率,但竞争度对农村商业银行效率的影响更大。结果表明,我国区域性商业银行中的竞争与效率之间存在非线性关系,过度的竞争会对区域性商业银行的效率造成负面影响。通过对区域性银行跨区经营行为的进一步分析,发现竞争会影响区域性银行跨区经营决策,进而改变其经营效率。具体来讲,当区域性商业银行在银行竞争程度更高的地区设立异地分支机构时,银行效率提高的更多。本文结果对相关文献提供了重要的补充,并为我国区域银行业的发展规划提供了实证依据。     

Has the uniformity of banking regulation within the European Union restricted rather than encouraged sectoral development?

The recent international financial crisis exposed many of the frailties that exist within the European banking sector. One major decision taken by the European Commission was to transition the powers of the Committee of European Banking Supervisors to that of the European Banking Authority (EBA). Our analysis focuses primarily on the differing behaviour by each European country's banking sector to major shocks, namely that in the form of bank closures. It is then necessary to investigate and further understand the role that the European Banking Authority now possesses with regards to releasing sensitive announcements based on the underlying currents of the European Banking system as measured by domestic banking sector stock returns. Finally, we investigate the cultural characteristics that can be uncovered by analysing the responses of domestic banking sectors to uniform regulation. We present three key findings. First, European countries with more local banking networks in the form of credit unions, public banks or savings banks, generate greater levels of volatility when compared to that of their commercial counterparts, particularly in countries with more monopolistic sectors. Secondly, the announcements of the European Banking Authority generate significant volatility effects for the European banking sector at large, with particular emphasis on stress testing results, but also announcements based on recapitalisation, regulation and transparency. Finally, cultural distance effects are identified, indicating that peripheral states are experiencing more substantial volatility effects to European Banking Authority decisions. These results indicate that uniformity of regulation may in fact be hindering and restricting the growth of some domestic and more peripheral and locally designed banking sectors in the form of rules designed for commercial banking operations.     

Evidence on the Relationship between Housing and Consumption in the United States: A State‐Level Analysis

We estimate the dynamic effects of U.S. housing market shocks on state‐level spending and home prices from a dynamic common factor model, and identify housing demand and supply shocks using a sign‐restrictions approach. While state‐level spending and house prices gradually respond positively and persistently to aggregate housing demand shocks, there is significant variation across states in the magnitude of these responses. Cross‐state regressions of the estimated responses on an index of mortgage market development suggest that spending in states with greater opportunities for home equity borrowing is more sensitive to housing demand shocks than in states with fewer opportunities, which is consistent with the prominence of a “collateral” channel over a “wealth” channel in explaining the link between housing and the overall economy.     

How do bank competition,regulation, and institutions shape the real effect of banking crises? International evidence

This paper studies the influence of bank competition on the real effect of 36 systemic banking crises in 30 countries over the 1980–2000 period and how this influence varies across countries depending on bank regulation and institutions. We find that bank market power is not on average useful for mitigating the negative real effect of a systemic banking crisis. Market power promotes higher growth during normal times in industries that are more dependent on external finance but induces a bigger reduction in growth during systemic banking crises. We also find a country-specific effect depending on bank regulation and institutions. Stringent capital requirements and poor protection of creditor rights increase the benefits of bank market power for mitigating the negative real effect of a systemic banking crisis because bank market power has a positive effect on economic growth during both crisis and non-crisis periods in these environments.     

Euro area banking and monetary policy shocks in the QE era

This paper assesses the effects of monetary policy shocks on the macroeconomy and the euro area banking sector after the global financial crisis. First, financial risk-return indicators of the banking sector based on a compound option-based structural credit risk model are embedded in a large macro-financial quarterly database covering the period 2008Q4–2019Q4. Second, a SFAVAR identifies and estimates the shocks’ responses relating them to the endogenous build-up of banks’ vulnerabilities which are consistent with the internally coherent structure of the credit risk model. By introducing structure in the understanding of banks’ asset-liability management behavior following monetary policy shocks, the research strategy contributes to disentangling results that are often mixed in the empirical literature. The study finds that unconventional monetary policy, in particular the Asset Purchase Program of the European Central Bank, seems to have been more successful than conventional monetary policy in raising output and inflation. The desired boost to bank lending has been muted and loan cyclicality has varied across countries and loan types. The performance of the banking sector following monetary policy shocks can be characterized by a drop in expected return on equity and assets, a relaxation of lending conditions and increased correlation between banks’ assets return and the market return, a mechanism pointing to enhanced risk-taking. While banks’ probabilities of default fall following monetary policy shocks, the price of risk increases. Banks’ net worth rises via higher market capitalization and implied assets value together with lower volatility, despite often incurring more debt. Risk-taking in the banking sector may pose a risk to financial stability, especially if its effects on banks’ vulnerability spread and increase systemic risk. The unintended endogenous build-up of macro-financial vulnerabilities may need to become part of monetary policymaking.     

Multilayer information spillover networks between oil shocks and banking sectors: Evidence from oil-rich countries

There is no doubt that oil price shocks significantly affect oil-producing countries' macroeconomic fundamentals and financial stability, mainly in crisis times. The recent oil price shocks, coupled with the COVID-19 pandemic, motivated us to investigate the connectedness and risk transmission among oil shocks and banking sectors in the Gulf Cooperation Council (GCC) economies from June 30, 2006, to September 9, 2021. Thus, we construct multilayer information spillover networks between oil price shocks and GCC banking sectors. The empirical results show that the Bahrain banking sector depicts the highest connectedness and risk transmission with oil price shocks on the extreme risk spillover layer. In addition, Kuwait and the United Arab Emirates are highly connected to oil demand shocks. Furthermore, we find a substantial increase in extreme risk spillover and volatility spillover layers during the COVID-19 period. The results of this paper have some important implications for regional portfolio risk management, alleviating systemic risk, and developing hedging and investment strategies.     

Liquidity shocks and real GDP growth: Evidence from a Bayesian time-varying parameter VAR

We examine the dynamic impact of liquidity shocks resonating in stock and housing markets on real GDP growth. We fit a Bayesian time-varying parameter VAR model with stochastic volatility to US data from 1970 to 2014. GDP becomes highly sensitive to house market liquidity shocks as disruptions in the sector start to emerge, yet more resilient to stock market liquidity shocks throughout time. We provide substantial evidence in favour of asymmetric responses of GDP growth both across the business cycle, and among business cycle troughs. Stock and house market liquidity shocks explain, on average, 17% and 35% of the variation in GDP during the Great Recession, respectively.     

Credit crunch in a small open economy

We construct an open-economy DSGE model with a banking sector to analyze the impact of the recent credit crunch on a small open economy. In our model the banking sector operates under monopolistic competition, collects deposits and grants collateralized loans. Collateral effects amplify monetary policy actions, interest rate stickiness dampens the transmission of interest rates, and financial shocks generate non-negligible real and nominal effects. As an application we estimate the model for Poland-a typical small open economy. According to the results, financial shocks had a substantial, though not overwhelming, impact on the Polish economy during the 2008/09 crisis, lowering GDP by approximately 1.5 percent.     

Bank-specific shocks and the real economy

Governments often justify interventions into the financial system in the form of bail outs or liquidity assistance with the systemic importance of large banks for the real economy. In this paper, we analyze whether idiosyncratic shocks to loan growth at large banks have effects on real GDP growth. We employ a measure of idiosyncratic shocks which follows Gabaix (forthcoming). He shows that idiosyncratic shocks to large firms have an impact on US GDP growth. In an application to the banking sector, we find evidence that changes in lending by large banks have a significant short-run impact on GDP growth. Episodes of negative loan growth rates and the Eastern European countries in our sample drive these results.     

Credit and Banking in a DSGE Model of the Euro Area

This paper studies the role of credit supply factors in business cycle fluctuations using a dynamic stochastic general equilibrium (DSGE) model with financial frictions enriched with an imperfectly competitive banking sector. Banks issue collateralized loans to both households and firms, obtain funding via deposits, and accumulate capital out of retained earnings. Loan margins depend on the banks' capital‐to‐assets ratio and on the degree of interest rate stickiness. Balance‐sheet constraints establish a link between the business cycle, which affects bank profits and thus capital, and the supply and cost of loans. The model is estimated with Bayesian techniques using data for the euro area. The analysis delivers the following results. First, the banking sector and, in particular, sticky rates attenuate the effects of monetary policy shocks, while financial intermediation increases the propagation of supply shocks. Second, shocks originating in the banking sector explain the largest share of the contraction of economic activity in 2008, while macroeconomic shocks played a limited role. Third, an unexpected destruction of bank capital may have substantial effects on the economy.     

人口结构转变与中国住房需求:1999～2025——基于人口普查数据的微观实证研究

本文首次利用人口普查数据对人口结构转变和中国住房需求的关系进行实证研究。经验观察表明,"婴儿潮"很可能是2004年以来中国住房价格快速上涨的重要原因。基于微观家户数据的实证研究发现,中国居民住房需求与年龄高度相关:个人在20岁以后住房需求快速上升,直到50岁以后开始逐步下降;这些实证结果对于测量误差、样本选择、住房产权类型都是稳健的;进一步研究表明,"组群效应"是50岁以后个体住房需求下降的主要原因。以人口结构转变为基础,本文估算了1999～2025年中国的住房需求,发现住房需求增长率很好地拟合了2004年以来住房价格的变化;同时,人口老龄化将导致中国住房需求增长率在2012年以后大幅下降,这意味着中国未来住房需求存在下行可能,宏观调控政策需要未雨绸缪。     

The impact of the banking sector on economic structure and growth

In this paper, we study the impact of banking sector development on changes in economic structure and growth. We argue that banking sector development has differential effects on industrial sector development and agricultural sector development. We test whether economic structure and growth foster banking sector development. To test our hypotheses, we construct a panel sample of all countries in the world during 1960–2016. We find that banking sector development has a negative effect on agricultural sector development but exerts no effect on industrial sector development. The negative effect of banking sector development on agricultural sector development is only observed for countries with high degrees of banking sector development. Our results further show that agricultural sector development exerts a negative effect on banking sector development while industrial sector development has a positive effect on banking sector development.     

Bank risk-taking and corporate investment: Evidence from the Global Financial Crisis of 2007–2009

In this paper, we explore the relation between the banking sector's risk-taking and a firm's investment (“corporate investment”). Specifically, we ask whether firms' cash holdings moderate the effect of the banking sector's risk-taking on corporate investment. Based on a panel sample of publicly listed non-financial firms in 15 EU countries during the period 1990–2015, we document several key findings. First, both cash holdings and the banking sector's risk-taking are positively associated with corporate investment. Second, bank loan growth, which roughly captures the supply of bank credit, is not related to corporate investment. Third, firms with smaller cash holdings disproportionately invest more than do firms with larger cash holdings during periods of higher risk-taking by the banking sector.     

Eliminating entry barriers for the provision of banking services: Evidence from ‘banking correspondents’ in Brazil

This paper shows that the contractual arrangement of ‘banking correspondents’ has eliminated entry barriers for the provision of banking services in Brazil. With the bank correspondents, banks are allowed to reach the almost 2200 municipalities without bank branches in 2000, connecting 45 million people to the financial sector. The evidence is based on the estimation of an entry model of financial providers in Brazilian municipalities. I estimate a zero population entry threshold for banking correspondents for the period from 2002 to 2007. The estimated population entry thresholds for bank branches in the same period are relatively stable at approximately 8000–9000 people. The population entry thresholds for the second to fifth players for banking correspondents are also consistently lower than those for bank branches.