Does the banking sector structure matter for credit procyclicality?

The aim of this paper is to investigate whether the banking sector structure matters in explaining credit procyclicality for 17 OECD countries over the 1986–2010 period. To this end, we first provide a detailed classification of the banking system structure through the use of a hierarchical clustering methodology. Relying on the estimation of panel VAR models and accounting for potential heterogeneity between countries, we then propose a measure of credit procyclicality based on the impulse-response function of credit to a shock in GDP. Our findings show that while credit significantly responds to shocks in GDP, the structure of the banking sector is not a key factor in assessing the procyclicality of credit for OECD countries.     

Small business lending and credit risk: Granger causality evidence

Because of their opaque nature, SMEs are overly reliant on bank lending. Therefore, we examine whether banks' credit supply to SMEs are affected by their financial conditions. To this end, we employ a Granger causality analysis to examine whether there is an indication of a significant direction of determination between SME lending and non-performing SME loans. The results reveal no bidirectional relationship between SME lending and NPL for the entire banking sector. For Islamic banks, however, we find two-way linkages between these two parameters: a negative causation is running both from SME lending to NPL growth and from NPL to SME lending. Given Islamic banks' deposit-oriented funding practices and their adherence to profit-and-loss sharing principles, this finding suggests the presence of heightened market discipline within the Islamic banking system.     

Interest rate pass-through in Morocco: Evidence from bank-level survey data

We investigate the relationship between banks’ marginal cost and retail lending rates in Morocco. The data covers the rates of new business loans for four market segments broken down by institutional sector between 2006Q2 and 2016Q4. We examine the pass-through mechanism using recently developed heterogeneous panel cointegration framework. Our findings suggest that there is a high degree of pass-through heterogeneity over bank products. The weak adjustment for short-term credit facilities and consumption loans can be explained by credit risk compensation allowing banks to reduce their exposition to systemic risks. Corporate loans are priced more competitive than household and individual entrepreneur products, suggesting that negotiation power or the competition from the borrower side matters. Overall, our results indicate that banking market contestability has improved during the last decade.     

Effects of bank insolvency on corporate incentives in transition economies

In transition countries, the real impact of banking crises has so far been rather moderate. We study the effect of bank insolvency on corporate incentives in a model where incumbent banks possess an informational advantage. We find that bank insolvency reduces the incentive to restructure for firms whose incumbent bank becomes insolvent. However, bank insolvency provides an additional incentive for firms that enter the credit market to develop new projects because it reduces asymmetric information between banks. Firms’ credit costs are thereby lowered. We also explain a path‐dependent development by demonstrating that the firms’ decision to develop new projects depends on the banks’ share of non‐performing loans.     

A QUEST FOR UNFETTERED CREDIT: HOW MONETARY POLICY DRIVES CREDIT RISK TRANSFER OF STRUCTURED FINANCE PRODUCTS

This study examines the effects of monetary policy contractions on bank loans to households and firms and instruments in three different credit risk transfer (CRT) capital markets over two separate time periods (1995–2006 and 2007–2015). The findings show that in both periods, banks decrease business lending but increase lending to consumers through a combination of mortgage, auto, credit card, and student loans from more liquidity produced by consumer‐related CRT activity. Additional results reveal relative CRT movements toward securitized mortgages from bank mortgage debt over both periods and toward securitized and insured business loans from bank business debt in the latter period, which suggest vulnerabilities among interconnected credit markets. (JEL E44, E51, G21, G23)     

Leading indicators of non-performing loans in Greece: the information content of macro-, micro- and bank-specific variables

We examine the information content of a unique set of macroeconomic, bank-specific, market and credit registry variables as regards their ability to forecast non-performing loans using a panel data set of nine Greek banks. We distinguish between business, consumer and mortgage loans and investigate their differences with respect to their optimal predictors. The quasi-AIM approach (Carson et al. in Int J Forecast 27:923–941, 2010) is utilized in order to take into account heterogeneity across banks and minimize estimation uncertainty. In addition, we calculate a number of forecasting measures in order to take into account the policy makers’ preferences. We find that market variables, specifically the supermarket sales, confidence indices for the services and construction sector and the business sentiment index represent good forecasting variables for most categories of NPLs. In addition, industrial production is the optimal predictor for consumer NPLs and imports for business NPLs. Finally, bank-specific variables represent top-performing leading indicators for business NPLs. Our results have significant implications for stress-testing credit risk in a top-down manner and for supervisory and macro-prudential policy design.     

Cyclical behavior of the financial stability of eurozone commercial banks

In light of the financial crisis and the European sovereign debt crisis, we investigate the cyclical behavior of the financial stability of banks of the Eurozone, using an unbalanced dynamic panel of 722 commercial banks covering the period 1999–2013, and the generalized method of moments system. We find a negative relationship between business cycle and bank risk-taking, indicating that financial stability is procyclical. In addition, the study shows that lending activity increases risk-taking while rising capital requirements boost financial stability. Moreover, our findings suggest positive co-movements between the business cycle and lending, compared to bank's capital, whereby the procyclicality of lending and bank capital have negative effects on the financial stability of commercial banks in the Eurozone. We notice then that the cyclical behavior of commercial banks, in terms of capital requirements and lending activities, depends on their size. Therefore, lending and capital of smaller banks are procyclical while lending and capital of larger banks are countercyclical. Finally, we find the Troika institutions’ bailouts programs significantly impacted banking stability in the Eurozone.     

Macroprudential policy and the inward transmission of monetary policy: The case of Chile,Mexico, and Russia

This paper studies whether domestic macroprudential policy may attenuate the inward transmission of monetary policy shocks from the United States to domestic bank lending growth in three emerging market economies—Chile, Mexico, and Russia. Identification relies on banks’ heterogeneous exposure to prudential policies and the fact that foreign monetary policy shocks are exogenous from the perspective of these economies. After analyzing the effects of the aggregate domestic prudential policy stance, we focus on specific prudential policies targeting mortgage and consumer loans, as well as foreign‐currency deposits. Although our overall results are mixed, we find evidence that the strength of international monetary policy spillovers varies depending on the stance of domestic macroprudential policy. In particular, a tighter reserve requirement stance over foreign‐currency deposits in Chile dampens the effect of an international monetary policy shock on domestic local‐currency lending, but reinforces that on foreign‐currency lending, whereas in Russia, it dampens the effect on both local‐currency and foreign‐currency lending, although to different degrees. Prudential policies targeting the asset side of banks’ balance sheets, such as mortgage loans or consumer credit, are found to amplify international monetary policy spillovers in some cases and attenuate it in others, depending on the country context.     

信贷约束对住宅市场的影响效应——基于动态面板模型的研究

本文通过构建消费者—开发商两部门的房地产市场局部均衡模型,研究信贷约束对住宅市场的影响效应。本文利用1999～2009年中国35个大中城市的面板数据,采用动态面板GMM估计方法考察银行信贷对住宅消费和住宅价格的影响。实证结果显示:银行信贷对房地产价格产生显著的正向影响,表明信贷约束是当前房价增幅下降的重要因素之一;个人住房贷款和房地产开发贷款对房价的正向影响效应存在差异,前者的作用小于后者;个人住房贷款对居民住宅消费产生显著的正向影响,是影响居民住宅消费的最重要因素。     

Bank loans vs. trade credit

Using a World Bank dataset of Chinese firms, we investigate the relative importance of bank loans and trade credit in promoting firm performance. To deal with possible endogeneity issues, we employ distinct and separable instrumental variables for bank loans and trade credit. We find that access to bank loans is central to improving firm performance and growth, while the availability of trade credit is much less important. Our results suggest that trade credit cannot effectively substitute for bank loans. Overall, our findings suggest the need for further development of China's formal financial institutions, which would enable the non‐state sector to grow much faster than it has grown in recent decades.     

Why do bank loans react with a delay to shifts in interest rates? A bank capital explanation

We advance an explanation for the delay in the response of the volume of bank loans to innovations in monetary policy. Capital requirements may effectively tie the evolution of bank credit to the evolution of bank equity. By uncovering a new mechanism by which shifts in interest rates affect the profitability of the banking sector, and in turn its equity, we find that the resulting movements in the amount of aggregate loans are consistent with the regularities observed in the data.     

Credit constraints in Italian industrial districts

Italy is characterized by strong differences both in the productive and in the financial structure. Small and medium firms tend to concentrate in the so called ‘Marshallian industrial district’, whose productive system has been thoroughly studied but whose financial features are partially overlooked. This paper aims at investigating how the location of a firm in an industrial district affects its ability to resort to external finance, mostly bank loans. The econometric analysis on a panel of 1700 firms over the 1989–1995 period shows that firms located inside industrial districts have an advantage in terms of financial relations with the banking system: both the cost of credit and the probability to face financial constraints are lower. Nevertheless, the cyclical pattern of this advantage is not in favour of district firms: following the tightening of monetary policy, increases in interest rates on bank loans are proportionally higher for firms inside the district; furthermore, also the advantage consisting in an easier access to credit market disappears after the 1992–1993 recession.     

Basel II procyclicality: The case of South Africa

This paper studies the impact of bank capital regulation on business cycle fluctuations. In particular, we study the procyclical nature of Basel II claimed in the literature. To do so, we adopt the Bernanke et al. (1999) “financial accelerator” model (BGG), to which we augment a banking sector. We first study the impact of a negative shock to entrepreneurs' net worth and a positive monetary policy shock on business cycle fluctuations. We then look at the impact of a negative net worth shock on business cycle fluctuations when the minimum capital requirement increases from 8 percent to 12 percent. Our comparison studies between the augmented BGG model with Basel I bank regulation and the one with Basel II bank regulation suggest that, in the presence of credit market frictions and bank capital regulation, the liquidity premium effect further amplifies the financial accelerator effect through the external finance premium channel, which, in turn, contributes to the amplification of Basel II procyclicality. Moreover, under Basel II bank regulation, in response to a negative net worth shock, the liquidity premium and the external finance premium rise much more if the minimum bank capital requirement increases, which, in turn, amplify the response of real variables. Finally, small adjustments in monetary policy can result in stronger response in the real economy, in the presence of Basel II bank regulation in particular, which is undesirable.     

The size distribution of the banking sector and the effects of monetary policy

In recent years, the industrial organization of the banking system has received a large amount of attention. In particular, it is generally viewed that the size distribution of the banking sector has changed where it is dominated by a small number of large institutions. In this paper, we develop a model of imperfectly competitive banks that differ in terms of the size of their deposit base. Such differences are important for aggregate credit market activity and the effects of monetary policy. Notably, we explain how the optimal size distribution of the banking system involves trade-offs from distortions in credit markets due to imperfect competition across banking markets. Second, the effects of monetary policy on credit market activity are weaker in an economy dominated by a small number of large banks. Empirical analysis examining the role of concentration among the current members of the European Monetary Union is consistent with the predictions of the model.     

国库现金转存商业银行的货币政策效应研究——基于Hollenhorst扩展框架的分析

本文构建了国库现金转存商业银行对货币政策影响的分析框架,研究表明,国库现金转存商业银行的货币政策效应主要取决于存款扩张乘数、国库现金抵押需求、公众贷款需求和国库现金存款形成的贷款对国内商品和服务的需求水平等因素。存款扩张乘数越大,国库现金对商业银行信贷水平的影响就越强。国库现金存款的抵押债券需求比例对信贷供给造成了反向影响,抵押比例越高,商业银行必须留出越多的储备购买债券,从而政府国库现金存款的增加可能导致信贷增量的下降。在平滑国库现金影响的政策选择上,中央银行表现出一定的被动性,通过制定国库现金存款的区别法定准备金率是中央银行调控国库现金影响货币政策的重要手段。     

The drivers of foreign currency‐based banking in Central and Eastern Europe

Foreign currency (FX)‐based loans and deposits became very popular in Central and Eastern European countries (CEECs) over the 2000–2011 period. In this paper, I simultaneously examine the demand‐side (consumer‐related) and supply‐side (bank‐related) determinants of the quick spread of FX banking. I use a newly constructed dataset on FX and domestic currency loans, deposits and interest rates, covering 16 CEECs overtime. Local‐FX interest rate and market share spreads are: (1) lower in managed currency regimes; (2) strongly affected by the prevalence of FX funding, currency mismatch and FX banking restrictions, and (3) wider after economic crises.     

Credit Risk Determinants for the Bulgarian Banking System

Using an autoregressive distributed lag model, this paper examines the factors that influence the credit risk of the Bulgarian banking system over the decade 2001–2010, as measured by non-performing loans. Recent papers aim to identify the determinants of non-performing loans using a cross-country modelling framework. As the South East European region (SEE) is non-homogeneous, our analysis is country-specific and captures the timeline between the bank privatisation era up to the global financial crisis and the ensuing Greek crisis. The contribution of our paper is twofold: it uses the ARDL modelling framework that is scarcely employed in related studies but also investigates spillover effects from the Greek crisis in view of the material presence of Greek banks in Bulgaria. In accordance with previous studies, the findings suggest that the credit risk determinants of Bulgarian banks should be sought endogenously in macroeconomic variables and industry-specific factors but also in exogenous factors. We evidence a pronounced role of the global financial crisis and the country’s bank regulatory framework. The Greek debt crisis appears to play an immaterial role indicating that Greek banks have not been a Trojan horse in the Bulgarian banking system.     

Industrial loans and market structure

Based on the observation that financing is one of the main obstacles to create new firms, this paper deals with the interactions between the market structure of both the banking sector and the borrowing industries. We consider that firms’ installation costs are financed by means of industrial loans from specialized banks. With endogenous entry in banking activity as well as in the borrowing industry, we find that a natural oligopoly emerges in both sectors if the entry cost in the industrial sector is small enough, relative to the banks’ entry cost.     

Heterogeneous Mortgage Markets: Implications for Business Cycles and Welfare in the EMU

This paper evaluates business cycle effects of asymmetric cross‐country mortgage market developments in a monetary union. By employing a two‐country New Keynesian DSGE model with collateral constraints tied to housing values, we show that a change in institutional characteristics of mortgage markets, such as the loan‐to‐value (LTV) ratio, is an important driver of asymmetric developments in housing markets and economic activity. Our analysis suggests that the home country where credit standards are lax booms, while the rest of European Monetary Union faces a negative output gap. Overall welfare is lower if LTV ratios are higher.     

低地价引资增加了工业产值吗——基于土地抵押贷款视角

本文通过构建一个DSGE模型发现,低价出让工业用地并不一定会显著增加工业产值。特别是对于严重依赖土地抵押贷款的地区,低地价使得抵押物价值下降,从而抬高了企业贷款成本,导致工业增长乏力。进一步地,本文对101个城市2000—2015年的面板数据进行了分析,发现低地价确实能够促进东部地区的工业增长,却对中西部地区的工业产值无明显的增进作用。考虑到东部、中西部对土地抵押贷款依赖度的差异,本文认为只有当某地区不依赖土地抵押贷款时,低地价才能显著地促进工业增长。