Hyperbolic distance function,technical efficiency and stability to shocks: A comparison between Islamic banks and conventional banks in MENA region

In this paper, we compare banking performance and resiliency between Islamic banks and conventional banks in MENA region over the period 2002–2014. Stochastic hyperbolic and radial output distance functions are employed to evaluate banking performances. Furthermore, hyperbolic distance function methodology is extended to evaluate bank's business risk through simulations. Historical extreme observed situations in terms of profit loss from the industry are used in order to simulate their impact on the overall profit distribution within the industry. More precisely, we compare the observed profit and the simulated one followed by an abrupt fall in bank lending and non-lending activities. Results find evidence of technical efficiency differences with bank type, some evidence with bank size. It is found that conventional banks are much more vulnerable to an important drop on their lending activities than non-lending activities, while Islamic banks are equally vulnerable to any drop of the activity. Furthermore, Islamic banks are found to be less vulnerable than their counterparts when they are exposed to shocks on their lending activities. Very large banks are much more resilient than small banks whatever is the bank stream. It is also found that bank vulnerability is more important when the banks are not able to adjust their costs in the short run, and increases with the exposure to higher shocks in magnitude.     

Bank image in the UAE: Comparing Islamic and conventional banks

This study investigates how bank customers in the UAE view Islamic banks versus conventional banks and whether this image affects customer loyalties or selection of a bank. We distributed a questionnaire to a convenient sample of UAE bank customers that focused on five areas: bank image, bank products, service quality, cultural aspects and religious factors, in addition to demographic attributes of the sample. The main findings of this study are: first, most UAE bank customers prefer banking with Islamic banks, although they are not satisfied with the quality of products and services; second, customers generally have a positive image of whatever bank they dealt with; third, the regression analysis results indicate that the most important factor in choosing a bank was bank products followed by service quality and then religious factors; fourth, there is a significant difference between how customers perceive UAE Islamic banks versus conventional banks; fifth, there is a significant difference in how customers perceive UAE Islamic banks based on their gender, education and duration of the relationship; and finally, there is a significant difference in how customers perceive UAE conventional banks based on their gender.     

Productivity,technology and efficiency of De Novo Islamic banks: Empirical evidence from Malaysia

The impact of foreign banks’ entry on the conventional banking sector has been well documented in the literature. However, empirical evidence on the impact of foreign banks’ entry on the Malaysian Islamic banking sector is completely missing from the literature. By employing the Malmquist Productivity Index method, the article provides, for the first time, empirical evidence on the impact of foreign banks’ entry on the efficiency and productivity of the Islamic banking sector. The empirical findings indicate that the De Novo foreign Islamic banks have been relatively more efficient and productive compared to their domestic and foreign Islamic bank counterparts. The results also suggest that the Malaysian Islamic banking sector has exhibited a higher level of total factor productivity during the post De Novo foreign Islamic banks’ entry period.     

Payout policy and ownership structure: The case of Islamic and conventional banks

Using a sample of Islamic and conventional financial institutions domiciled in 16 countries for the period 2000–2015, we examine how ownership structure affects dividend policy. Our main findings indicate that ownership identity is important in explaining dividend policy in these banks, albeit in different patterns. In particular, the results suggest that government ownership seems to exert negative effects on dividend payouts in both types of banks, which is in line with the preference of governments towards bank stability. With respect to family ownership, the impact is negative for conventional banks but positive for Islamic ones, consistent with agency theory. These results are to some extent similar in the case of foreign ownership where it is associated with a higher payout policy in Islamic banks, but not significant in conventional ones. Our results are robust to an array of additional analyses including propensity score matching.     

Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries

To understand the transformation of banking in the post-communist transition, we examine the cost efficiency of 289 banks in 15 East European countries. We find that banking systems in which foreign-owned banks have a larger share of total assets have lower costs and that the association between a country’s progress in banking reform and cost efficiency is non-linear. Early stages of reform are associated with cost reductions, while costs tend to rise at more advanced stages. Private banks are more efficient than state-owned banks, but there are differences among private banks. Privatised banks with majority foreign ownership are the most efficient and those with domestic ownership are the least.     

First Financial Restructuring and operating efficiency: Evidence from Taiwanese commercial banks

This paper investigates the effect of the “First Financial Restructuring” (FFR) on the operating efficiency of commercial banks in Taiwan. Applying data envelopment analysis (DEA) to operations data for 40 commercial banks over the 6-year period 2000–2005, we find that while the banks have lower operating efficiency on average during the reform period (2002–2003) compared to the pre-reform period (2000–2001), improved operating efficiency is reflected in the post-reform period (2004–2005). Our results remain unchanged even after controlling for the non-performing loan ratio, capital adequacy ratio, bank ownership, size, and GDP growth rate. These results suggest that the improved efficiency in the post-reform period is possibly due to enhanced banking and risk management practices and benefits obtained from compliance with the FFR.     

Islamic vs. conventional banking: Business model,efficiency and stability

How different are Islamic banks from conventional banks? Does the recent crisis justify a closer look at the Sharia-compliant business model for banking? When comparing conventional and Islamic banks, controlling for time-variant country-fixed effects, we find few significant differences in business orientation. There is evidence however, that Islamic banks are less cost-effective, but have a higher intermediation ratio, higher asset quality and are better capitalized. We also find large cross-country variation in the differences between conventional and Islamic banks as well as across Islamic banks of different sizes. Furthermore, we find that Islamic banks are better capitalized, have higher asset quality and are less likely to disintermediate during crises. The better stock performance of listed Islamic banks during the recent crisis is also due to their higher capitalization and better asset quality.     

Productivity and efficiency at large and community banks in the US: A Bayesian true random effects stochastic distance frontier analysis

This paper compares the productivity and efficiency of large banks and community banks in the United States over the period 1997–2006. This comparison is performed by estimating a true random effects stochastic distance frontier model—a model that is capable of disentangling unobserved heterogeneity from inefficiency—within a Bayesian framework. We find that failure to consider unobserved heterogeneity results in a misleading ranking of banks and mismeasured technical efficiency, productivity growth, and returns to scale. Our results show that, compared with community banks, large banks have experienced much higher productivity growth and higher levels of returns to scale. Our estimates of total factor productivity growth show a clear downward trend for both large and community banks, and our decomposition of the output-distance-function-based Divisia productivity index indicates that technical change is the driving force behind this trend.     

Large scale analysis of Islamic equity funds using a meta-frontier approach with data envelopment analysis

The paper aims to analyze the efficiency of Islamic equity funds (IEF) during crisis and growth periods and across six investment regions. To our best knowledge, our study uses for the first time the meta-frontier approach with data envelopment analysis (DEA) to compare the relative efficiency of Islamic equity funds. The paper uses a large scale set of data with a sample of 301 IEF for the period of 1993–2013 which enables us to reach conclusions across different investment regions and across different periods which cannot be made with a small size set of data. The paper provides empirical evidence about the improvement of the efficiency levels between 2002 and 2007. It shows that the average efficiency scores during recession periods are higher than the corresponding scores during growth periods. The paper also reveals that the Asia Pacific and Middle East/Africa investment regions exhibit the best technology for IEF. While North America, Europe, Emerging Markets and funds investing worldwide operate with almost the same scores and remain below the average showing a technology gap from “the best practice” for IEF. For funds investing worldwide and in North America, the meta-technology ratio is steadily increasing since 2009, indicating an improvement in their technologies. Our results suggest that although Islamic funds do not seem to be impacted by the financial crisis, they do need to improve their efficiency since the levels are far below the frontier.     

Sharia supervisory boards,governance structures and operational risk disclosures: Evidence from Islamic banks in MENA countries

This paper examines the impact of Sharia supervisory board (SSB) and governance structures on the extent of operational risk disclosures (ORDs), using a sample of 63 Islamic banks from 10 (i.e., Bahrain, Egypt, Jordan, Kuwait, Lebanon, Oman, Qatar, Saudi Arabia, Syria, and the UAE) countries in the Middle East and North Africa (MENA) region for the fiscal years 2006 to 2013. Drawing on Sharia compliance, Islamic banking and corporate governance literature, our findings are as follows. We find that SSB, block ownership, board independence, and country-level governance quality are statistically significant and positively associated with ORDs. Our results are robust when controlling for several bank- and country-level variables. Our study has implications for policy-makers and regulators in the MENA region with respect to the development and implementation of SSB and governance mechanisms that can improve operational risk disclosures. Finally, the findings highlight the need to enhance current understanding of SSB structures and governance mechanisms that can best help Islamic banks towards engaging in effective compliance with recent governance and accounting reforms.     

Risk governance and financial stability: A comparative study of conventional and Islamic banks in the GCC

While the linkage between bank governance and financial stability has been discussed widely, empirical explorations of the strength of this relationship are scant. This paper examines the specific role of risk governance in promoting financial stability in banks. Using hand-collected data, it develops a Risk Governance Index (RGI) to measure the strength of risk governance structures and then examines its impact on four main indicators of financial stability for conventional and Islamic banks in the countries of Gulf Cooperation Council (GCC). The results from the dynamic panel models using two-step GMM method suggest that risk governance significantly contributes to the enhancement of the key financial stability measures. The RGI for Islamic banks is found to be smaller than their conventional counterparts and the regression results indicate that risk governance in Islamic banks has a negative impact on stability indicators. While the business models of Islamic banks have features that can enhance stability, poor risk governance can potentially negate this positive feature.     

Productivity and efficiency analysis of Shinkin banks: Evidence from bootstrap and Bayesian approaches

This paper analyzes the productivity and efficiency of Shinkin banks and the various prefectures in Japan, over the period from 2000 to 2006. We obtain estimates of efficiency growth and productivity growth, using the bootstrapped Malmquist index, and estimates of efficiency using the Bayesian distance frontier approach. We confirm that the efficiency growth and productivity growth of Shinkin banks did not improve significantly over the period of this study. In addition, we show that the efficiency of Shinkin banks is homogenous, with little variation across the banks analyzed. Methodologically, we also prove that a failure to impose theoretical regularity on the distance function could lead to false conclusions about the average efficiency or efficiency ranking of Shinkin banks. The study also includes an analysis of the correlates of productivity and efficiency growth, and provides efficiency and productivity estimates of the prefectures in which the banks are located.     

Efficiency,technical change,and returns to scale in large US banks: Panel data evidence from an output distance function satisfying theoretical regularity

This paper provides parametric estimates of technical change, efficiency change, economies of scale, and total factor productivity growth for large banks (those with assets in excess of $1 billion) in the United States, over the period from 2000 to 2005. This is done by estimating an output distance function subject to theoretical regularity within a Bayesian framework. We find that failure to incorporate theoretical regularity conditions results in mismeasured shadow revenue and/or cost shares, which in turn leads to perverse conclusions regarding productivity growth. Our results from the regularity-constrained model show that total factor productivity of the large US banks grew at an average rate of 1.98% over the sample period. However, our estimates also show a clear downward trend in the growth rate of total factor productivity and our decomposition of the primal Divisia total factor productivity growth index into its three components – technical change, efficiency change, and economies of scale – indicates that technical change is the driving force behind this decline.     

The networking function of investment banks: Evidence from private investments in public equity

We examine investment banks' networking function in capital markets, using a sample of Private Investments in Public Equity (PIPEs). We argue that investment banks develop relationships with investors through repeat dealings, and that investment banks' networks of relationship investors form the basis of their networking function. We find that investment banks, especially those with larger investor networks, help issuers attract investors. Correspondingly, an issuer that desires more investors is more likely to hire an investment bank than place the shares directly. We also find that issuers pay higher fees to hire investment banks with larger investor networks. Our empirical findings suggest that the networking function of investment banks is important in securities offerings.     

Bank efficiency,productivity, and convergence in EU countries: a weighted Russell directional distance model

The objective of this study is three-fold. First we estimate and analyse bank efficiency and productivity changes in the EU28 countries with the application of a novel approach, a weighted Russell directional distance model. Second, we take a disaggregated approach and analyse the contribution of the individual bank inputs on bank efficiency and productivity growth. Third, we test for convergence in EU28 bank productivity as well as in the inefficiency of individual bank inputs. We find that bank efficiency has been undermined by the financial crisis in banks notably from the EU15 countries. We also argue that bank efficiency and productivity in EU countries vary across the banking sector with banks from the ‘old’ EU showing higher efficiency levels. Nonetheless, a noticeable catching up process is observed for banks from the ‘new’ EU countries. Consequently, we do not find evidence of group convergence for bank productivity but there is evidence of convergence in bank efficiency change and technical change among the EU28 countries throughout the period 2005–2014. The driving force seems to be convergent technical change from the old EU member states’ banks. On the other hand, almost no convergence is detected for the banks’ individual inputs while the transition paths show heightened diversity during the crisis years.     

Time-varying evidence of efficiency,decoupling, and diversification of conventional and Islamic stocks

This study investigates the efficiency of conventional and Islamic stock markets and their diversification potential by using multifractal de-trended fluctuation analysis (MF-DFA), wavelet squared coherence (WTC) and wavelet Value-at-Risk (VaR). Evidence from regional and country-level markets indicates Islamic stocks are less efficient than conventional ones in the short term, however more efficient in the medium term. Conventional stocks in the UK, Japan, and emerging markets are more efficient than the Islamic ones in the long term, whereas those from the US and Europe are less efficient. The wavelet VaR shows that conventional stock markets are at least as risky as the Islamic ones.     

The undesirable effect of audit quality: Evidence from firm innovation

This study examines whether and how audit quality affects a firm's technological innovation. Using a sample of 7,482 U.S. firms between 2000 and 2009, we demonstrate that high audit quality is associated with lower innovation output, measured by patent counts and patent citations. The effect remains valid after a series of tests for endogeneity issues, alternative measures of audit quality, and different subsamples. We also find that firms with high audit quality attract more non-dedicated institutional investors and financial analysts, who often exert excessive pressure on managers for short-term performance. These pressures, in turn, exacerbate managerial myopia and lead them to forgo investments in innovation. Our findings provide new insights into audit quality by showing its undesirable, most likely unintended, consequences.     

The impact of bancassurance on efficiency and profitability of banks: Evidence from the banking industry in Taiwan

We set out in this study to investigate whether bancassurance business leads to improvements in the efficiency and profitability of banks. We examine the positive impacts on the system using actual data provided by a unique database on banks engaging in bancassurance business in Taiwan between 2004 and 2012. Our results reveal that banks with greater involvement in bancassurance business generally tend to experience improvements in their efficiency, and thus also accrue greater profits. Our empirical results provide evidence to support that bancassurance business offers substantial benefits for banks, ultimately leading to an increase in shareholder value. Finally, our results also reveal that the adoption of a diversification strategy in bancassurance can impact bank performance.     

Political influence and banks: Evidence from mortgage lending

We show that banks expand mortgage lending in the home states of Senate Banking Committee chairs, and the effect is more pronounced in counties where the incumbent senator faces a competitive re-election race. Banks strategically target politically active borrowers. Consequently, banks’ profitability increases after favoring the incumbent politicians’ constituents, but they suffer a deterioration in mortgage asset quality in the long run. Our findings imply that political power could distort private capital allocation beyond conventional political contribution channels.