Forecasting growth during the Great Recession: is financial volatility the missing ingredient?

The Great Recession endured by the main industrialized countries during the period 2008–2009, in the wake of the financial and banking crisis, has pointed out the major role of the financial sector on macroeconomic fluctuations. In this respect, many researchers have started to reconsider the linkages between financial and macroeconomic areas. In this paper, we evaluate the leading role of the daily volatility of two major financial variables, namely commodity and stock prices, in their ability to anticipate the output growth. For this purpose, we propose an extended MIDAS model that allows the forecasting of the quarterly output growth rate using exogenous variables sampled at various higher frequencies. Empirical results on three industrialized countries (US, France, and UK) show that mixing daily financial volatilities and monthly industrial production is useful at the time of predicting gross domestic product growth over the Great Recession period.     

Did foreign banks stay committed to emerging Europe during recent financial crises?

Our objective is to investigate empirically the behavior of foreign banks with respect to real loan growth during periods of financial crisis for a set of countries in which foreign banks dominate the banking sectors due primarily to having taken over large existing former state-owned banks. The eight countries are among the most developed in emerging Europe, their banking sectors having been modernized by the middle of the last decade. We consider a data period that includes an initial credit boom (2005 – 2007) followed by the global financial crisis (2008 & 2009) and the onset of the Eurozone crisis (2010). Our two innovations with respect to the existing literature on banking during the financial crisis are to separate foreign banks into two categories, namely, subsidiaries of the Big 6 European multinational banks (MNBs) and all other foreign-controlled banks, and to take account of the impact of exchange rates during the period. Our results show that bank lending was impacted adversely by both crises but that the two types of foreign banks behaved differently. The Big 6 banks remained committed to the region in that their lending behavior was not different from that of domestic banks supporting the notion that these countries are treated as a “second home market” by these European MNBs. Contrariwise, the other foreign banks active in the region were involved in fueling the credit boom but then decreased their lending aggressively during the crisis periods. Our results also indicate that bank behavior in countries having flexible exchange rate regimes differs from that in those in (or effectively in) the Eurozone. Our results suggest that both innovations matter for studying bank behavior during crisis periods in the region and, by extension, to other small countries in which banking sectors are dominated by foreign financial institutions having different business models.     

Consolidation and commercial bank net interest margins: Evidence from the old and new European Union members and candidate countries

This paper examines the effects of financial reforms on the determinants of commercial bank net interest margin in the banking systems of the new EU member countries and candidate countries by dividing the sample period (1995–2006) into two sub-periods: consolidation period (1995–2000) and post-consolidation period (2001–2006). The paper also compares the new and old EU members to check whether differences with respect to the determinants of net interest margins between these two groups of countries exist within the same time period. The results indicate that size and managerial efficiency are negatively and significantly related to net interest margins in the two sub-periods. Regulators should promote merger and acquisition and market entry in order to increase the scale and efficiency of banks operating in the sector. Exploitation of the scale economies seems to be important in decreasing the interest rate spread in the sampled banking sectors. The results further indicate that all macroeconomic variables are statistically insignificant in the second sub-period, suggesting that differences in macroeconomic fundamentals have decreased among the sampled countries due to the increased convergence process in recent years. As for the comparison of the new and old EU members, the results suggest that the financial and economic convergence between the new and old members has not been completed. Macroeconomic differences within the group and between the groups still exist.     

Understanding Exchange Rate Movements during the 2008 Financial Crisis

During the 2008 financial crisis, many advanced economies, whose banking systems suffered significant capital losses, experienced large and rapid exchange rate depreciations followed by prolonged and gradual appreciation in subsequent periods. In order to understand one possible explanation of these observed exchange rate movements, we develop a simple model of a highly leveraged banking sector in which banks obtain part of their funding from abroad. A fall in bank net worth leads to foreign lenders demanding a higher risk premium on credit supplied to domestic banks. This higher risk premium can be met if the exchange rate experiences an appreciation along the adjustment path, since this raises the value of the bank's earnings in terms of the foreign currency for every period that the foreign risk premium is elevated. In order for the exchange rate to appreciate by a large amount along the adjustment path, it must initially become undervalued – relative to its long-run level – so that in equilibrium the market is willing to bid up its value in subsequent periods. This thus gives rise to the large initial depreciation of the exchange rate followed by its prolonged and gradual appreciation.     

Does external shock trigger systemic banking distress?

Before 2007, many studies claimed that wide-scale banking distress in various countries was preceded and could be predicted by deteriorating macroeconomic indicators such as falling GDP growth rate. However, these researches were mostly based on “event studies” which identified crises too late. By using banking sector asset price data, the paper finds that economies still thrive in the “pre-crisis” period in terms of increasing GDP growth. The slowdown of economy in terms of a fall in GDP growth is generally associated with the post-crisis period coinciding with the bubble burst process. Thus, this result supports the policy view that it is not useful to postpone macroeconomic stability to conceal banking sector weakness.     

Global banking,global crises? The role of the bank balance-sheet channel for the transmission of financial crises

We examine whether shocks to leveraged creditors with cross border holdings have an incidence on debtor countries׳ risk of suffering financial turmoil. We construct a new proxy of shocks to international banks׳ balance-sheets using credit ratings and the structure of their international assets. This allows us investigating the effect of (foreign) bank balance-sheet shocks on domestic financial turmoil in a large sample of 146 developed and emerging economies from 1984 to 2011. Our proxies of shocks towards bank balance-sheets are strong predictors of systemic banking crises in their debtor countries. Confirming these results, bilateral bank flows significantly decrease when creditor banks׳ assets are hit by negative shocks, as measured by credit rating downgrades from third-party countries. Short-term liabilities towards global banks appear to increase roll-over and funding risks, thereby amplifying the impact of shocks to foreign lenders’ balance-sheets. Domestic banking sectors vulnerabilities, such as illiquid assets and a low deposit-asset ratio, are found to increase crisis contagion risk. In contrast, a high level of global liquidity attenuates the transmission of shocks to international banks׳ assets to debtor countries.     

Does the Degree of Development Matter in the Impact of Banking Crises on International Trade?

This paper analyzes how a country's degree of economic development affects the impact of banking crises on international trade. To this end, we estimate a gravity model of trade using a sample of 139 countries over the period 1975–2012. Our results show that middle income countries are generally the most negatively affected. In contrast, financial turmoil appears to have less impact on bilateral trade flows among high income countries and, more specially, among low income nations. The level of financial development, contract enforcement, as well as the extent of the use of banking credit within international trade all help to explain our findings.     

Securitization of mortgage debt,domestic lending,and international risk sharing

Abstract Securitization makes mortgage‐related risks internationally tradeable and thus contributes considerably to the international diversification of macroeconomic risk: in the years 2003–2008, the increase in international cross‐holdings of securitized mortgage debt has lowered industrialized countries’ conditional consumption volatility (relative to the United States) by about 10–15 percentage points. We turn to the role of domestic credit in explaining this result. Domestic credit leads to better international risk sharing only if debt is securitized and traded internationally. Conversely, the risk‐sharing benefits from securitization seem to evaporate if credit dries up – as it did in the recent financial crisis.     

Do credit shocks matter? A global perspective

This paper examines the importance of credit market shocks in driving global business cycles over the period 1988:1–2009:4. We first estimate common components in various macroeconomic and financial variables of the G-7 countries. We then evaluate the role played by credit market shocks using a series of VAR models. Our findings suggest that these shocks have been influential in driving global activity during the latest global recession. Credit shocks originating in the United States also have a significant impact on the evolution of world growth during global recessions.     

How do US credit supply shocks propagate internationally? A GVAR approach

We study how US credit supply shocks are transmitted to other economies. We use the recently developed GVAR approach to model financial variables jointly with macroeconomic variables in 33 countries for the period 1983–2009. We experiment with inter-country links based on bilateral trade, portfolio investment, foreign direct investment and banking exposures. Capturing both bilateral trade and financial exposures in a GVAR fits the data better than using trade weights only. We use sign restrictions on the short-run impulse responses in the US model to identify the credit supply shocks. We find that negative credit supply shocks have strong negative effects on US and foreign GDP. Credit and equity markets in several countries respond clearly to the shocks. Exchange rate responses are consistent with a “flight to quality” to the US dollar. The credit supply shocks explain about a fifth of one-year-ahead output forecast error variance in the US and about a tenth in the euro area and the UK, but considerably less elsewhere.     

金融加速器效应在中国存在吗?

本文从金融加速器理论出发,运用门限向量自回归(TVAR)模型在宏观层面上对中国信贷市场与宏观经济波动的非线性关联展开实证研究。通过非线性脉冲响应函数的检验结果我们发现:在1990年1月至2006年5月期间,中国存在显著的金融加速器效应,表现为对于相同特征的各种外生冲击,经济波动在信贷市场处于"紧缩"状态下的反应均明显强于信贷市场处于"放松"状态下的反应。另外,信贷冲击对于信贷市场状态变化的作用最为显著,其次是货币冲击和价格冲击,最后是实际冲击。进一步的检验还表明:信贷市场在宏观经济波动过程中既是重要的波动源,同时也是波动的有力传导媒介,运用金融加速器理论有助于合理解释中国宏观经济波动的轨迹特征。最后本文阐述了实证结论的政策含义和未来研究的侧重点。     

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.     

The effect of financial liberalization on banking sector stability

Several studies indicate that financial liberalization increases likelihood of a financial crisis without distinguishing between a normal period, unstable period preceding the onset of banking panics and crisis/post period. We explain in this paper the relationship between financial liberalization and banking sector vulnerability. Then, we argue that banking sector turmoil is most likely to occur after an intermediate degree of liberalization. Using a recently updated dataset for financial reforms, we find an inverted U-shaped relationship between liberalization and the likelihood of banking crisis for a sample of 49 countries between 1980 and 2010. We used a multinomial logit model in order to take into account what is called the ‘post crisis bias’. We ask whether the relationship remains when institutional characteristics of countries and dynamic effects of liberalization are considered. The empirical results indicate that the relationship between liberalization and banking sector stability depends strongly on the strength of capital regulation and supervision. With very weak regulation and supervision, the probability of banking crises is increasing with liberalization but this relationship is reversed as regulation and supervision become significant. The most important type of liberalization in relation to banking crises seems to be operational. A policy implication is that positive growth effects of liberalization can be achieved without increasing the risk of a banking fragility if appropriate institutions are developed.     

The role of global financial conditions for credit supply in EMU periphery countries

The article analyses the role of global financial conditions for credit supply and growth performance in individual member states of the European Monetary Union (EMU). In line with the risk-taking channel of monetary policy, we find that in the short run, the Fed and European Central Bank (ECB) interest rate policy compensate for changes in global risk assessment thereby supporting net private credit flows to the European periphery. However, in later periods, a worsened risk sentiment weighs on credit flows to these countries. In contrast, EMU core countries are generally less affected by global financial shocks. This asymmetric influence of global conditions on EMU member states are smoothed by the uniform access of commercial banks to the Eurosystem’s open market operations in conjunction with the redistribution of liquidity via the TARGET mechanism.     

What happens during recessions, crunches and busts?

We provide a comprehensive empirical characterization of the linkages between key macroeconomic and financial variables around business and financial cycles, for 21 OECD countries over the period 1960–2007. In particular, we analyse the implications of 122 recessions, 113 (28) credit contraction (crunch) episodes, 114 (28) episodes of house price declines (busts), 245 (61) episodes of equity price declines (busts), and their various overlaps in these countries, over the sample period. Our results indicate that the interactions between macroeconomic and financial variables can play a major role in determining the severity and duration of a recession. Specifically, we find evidence that recessions associated with credit crunches and house price busts tend to be deeper and longer than other recessions.
— Stijn Claessens, M. Ayhan Kose and Marco E. Terrones     

Financialization and the macroeconomy. Theory and empirical evidence

This paper sheds light on the macroeconomic impact of financialization in the banking sector. We develop a new stock-flow consistent model, which reveals that excessive leverage increases financial fragility, lowers wages, and slows down real sector investment and GDP growth. Using a panel of 29 high income countries, we then construct indicators of banking financialization and investigate the impact of the latter on the wage share, gross capital formation and GDP growth, using a Bayesian structural VAR framework, as well as a set of fixed effect regressions. Our results highlight that financialization has had a detrimental impact on real sector growth. Finally, we discuss the implications of our results to propose reforms to the international financial system.     

Foreign banks,financial crises and macroeconomic fluctuations

Understanding the implications of increased foreign bank presence is especially compelling in periods of financial crisis. In this paper, we explore this issue by examining the relationship between the involvement of foreign banks in the banking systems and the volatility of key macroeconomic variables in normal and crisis periods. Using a sample of 20 Emerging European countries from 1998 to 2013, we find that an increase in the assets of foreign banks in the banking system reduces output and consumption growth volatility in general but does not significantly affect the volatility of investments. However, these banks were found to play a significant role in increasing output, consumption and investment volatility in 2009. Our findings suggest that foreign banks’ harmful impact during the global crisis was only temporary and that they seem to help Emerging European countries stabilize macroeconomic volatility in normal times and after the global crisis.     

Evaluating international financial integration under leverage constraints

The global financial crisis has undermined many economists' views about the benefits of open financial markets. Anecdotal evidence seems to indicate that financial linkages may propagate shocks during crises. This paper develops a simple two-country model in which financial liberalisation across countries takes place in the presence of credit market distortions within countries. Countries may be subject to macro risk coming from productivity shocks and direct shocks to the credit system (‘financial shocks’). Three different degrees of financial linkages between countries are examined. It is shown that the type of financial integration is critical for both macroeconomic outcomes and welfare. In particular, financial integration in bond markets alone may increase aggregate consumption volatility and reduce welfare. Financial integration in both bond and equity markets generates high positive co-movement across countries, but is welfare-improving.     

Re-examining the financial development and economic growth nexus in Kenya

This paper re-examines the causal relationship between financial development and economic growth in Kenya for the period 1966–2005 within a quadvariate vector autoregressive (VAR) framework by including exports and imports as additional variables to the finance–economic growth nexus. We use four conventionally accepted proxies for financial development, namely money supply (M2), liquid liabilities (M3), domestic bank credit to the private sector and total domestic credit provided by the banking sector (all percent of GDP). Applying a modified version of the Granger causality test due to Toda and Yamamoto [Toda, H.Y. and Yamamoto, T., Statistical inference in vector autoregressions with possibly integrated process. Journal of Econometrics 1995; 66; 225–250], our empirical results suggest that in three out of the four measures of financial development we found evidence of a two-way Granger causality: (1) between domestic credit provided by the banking sector and economic growth; (2) between total domestic credit provided by the banking sector and economic growth, and (3) between liquid liabilities and economic growth. This implies that neither the supply-leading nor the demand-following hypotheses are supported in Kenya and that economic growth and financial development are jointly determined, or they complement each other. A major implication of our finding is that financial development promotes economic growth in Kenya and that policies at enhancing the development of the financial sector can help to spur economic growth.     

银行效率的决定因素：跨国实证

本文基于1990—2009年间68个主要国家和经济体的面板数据，从管理效率、市场竞争性和盈利能力三个基本方面对影响一国银行业效率的相关因素进行了实证分析。实证结果表明：从宏观经济政策来看，保持宏观经济的持续稳定增长，稳步推进资本账户开放，将有助于提高一国银行业的整体效率；从银行产业发展来看，银行业效率的提高需要在保持适度资产规模和产业集中度的基础上，防止银行信贷的过度扩张和银行危机的发生；从制度文化发展来看，加强产权保护，促进社会信用文化水平的提升，将有助于一国银行业效率的整体提升。