Cost and profit efficiency of conventional and Islamic banks in GCC countries

Using stochastic frontier approach, this paper investigates the cost and profit efficiency levels of 71 commercial banks in Gulf cooperation council countries over the period 1999–2007. This study also conducts a comparative analysis of the efficiency across countries and between conventional and Islamic banks. Moreover, we examine the bank-specific variables that may explain the sources of inefficiency. The empirical results indicate that banks in the Gulf region are relatively more efficient at generating profits than at controlling costs. We also find that in terms of both cost and profit efficiency levels, the conventional banks on average are more efficient than Islamic banks. Furthermore, we observe a positive correlation of cost and profit efficiency with bank capitalization and profitability, and a negative one with operation cost. Higher loan activity increases the profit efficiency of banks, but it has a negative impact on cost efficiency.     

The evolution of scale economies in US banking

Continued consolidation of the US banking industry and a general increase in the size of banks have prompted some policymakers to consider policies that discourage banks from getting larger, including explicit caps on bank size. However, limits on the size of banks could entail economic costs if they prevent banks from achieving economies of scale. This paper presents new estimates of returns to scale for US banks based on nonparametric, local‐linear estimation of bank cost, revenue, and profit functions. We report estimates for both 2006 and 2015 to compare returns to scale some 7 years after the financial crisis and 5 years after enactment of the Dodd–Frank Act with returns to scale before the crisis. We find that a high percentage of banks faced increasing returns to scale in cost in both years, including most of the 10 largest bank holding companies. Also, while returns to scale in revenue and profit vary more across banks, we find evidence that the largest four banks operate under increasing returns to scale.     

Expansion and Efficiency in Banking: Evidence from Ghana

We use a translog functional form to estimate a stochastic frontier function of cost and profit efficiency (PE) of Ghanaian banks under the Battese–Coelli time‐varying decaying inefficiency parameterization for (unbalanced) panel data. We regressed efficiency estimates on a distance variable controlling for bank size, total cost, and profits. We find that Ghanaian bank PE is worsening, whereas cost efficiency is improving for the period analyzed. Our results show that PE is not related to distance, size, or cost and profitability ratios. Distance is however positively and significantly related to cost efficiency. Cost efficiency is however not influenced by size or cost and profit ratios. Copyright © 2011 John Wiley & Sons, Ltd.     

商业银行运营特征的DEA估计研究

数据包络分析是一种评价决策单元相对效率的有效工具,商业银行是数据包络分析方法的重要应用领域。之前的文献一般都集中于对商业银行的技术效率评价进行研究,而本文对商业银行的技术效率、纯技术效率、规模效率、成本效率、投入配置效率、收益效率与产出配置效率的评价方法作了系统性的研究。     

Profit efficiency in the European Union banking industry: a directional technology distance function approach

We employ the directional technology distance function approach and present estimates of profit efficiency in the 25 European Union (EU) member states over the period 1998–2008. This method decomposes profit efficiency into its technical and allocative components. We investigate potential efficiency differences across the old EU region and the new EU member states, across countries and across banks of different size. Our results indicate a significant level of profit inefficiency for the EU region, which is predominantly attributed to allocative inefficiency. Our findings also suggest that banks operating in the old EU region are, on average, more profit efficient than credit institutions in the new EU member states. Overall, we observe considerable variation of efficiency scores across countries and different patterns in efficiency change over time, as well as a negative relationship between bank size and efficiency.     

The value of implementing enterprise risk management: Evidence from Taiwan’s financial industry

The primary purpose of this study is to examine whether companies in Taiwan’s financial industry benefit from enterprise risk management (ERM) adoption and how much value ERM activity creates. Our result indicates that a financial company implementing ERM benefits by adding 5.37% value compared to non-users. ERM adoption also significantly helps a company improve its revenue and cost efficiencies by 9.22% and 16.34%, respectively. Subsector analysis of the financial industry shows that banks and property/liability (P/L) insurers adopting ERM generate more benefits in cost savings and revenue efficiency.     

Theory and Application of Directional Distance Functions

In 1957 Farrell demonstrated how cost inefficiency could be decomposed into two mutually exclusive and exhaustive components: technical and allocative inefficiency. This result is consequence of the fact that—as shown by Shephard—the cost function and the input distance function (the reciprocal of Farrell's technical efficiency measure) are dual to each other. Similarly, the revenue function and the output distance function are dual providing the basis for the decomposition of revenue inefficiency into technical and allocative components (see for example, Färe, Grosskopf and Lovell (1994)). Here we extend those results to include the directional distance function and its dual, the profit function. This provides the basis for defining and decomposing profit efficiency. As we show, the output and input distance functions (reciprocals of Farrell efficiency measures) are special cases of the directional distance function. We also show how to use the directional distance function as a tool for measuring capacity utilization using DEA type techniques.     

市场势力对银行效率影响分析——来自我国商业银行的经验数据

运用我国14家上市和50家未上市商业银行2000~2009年的数据探讨商业银行市场势力对效率的影响。分别测量我国商业银行的市场势力、成本效率以及利润效率,结果发现与未上市商业银行相比,上市商业银行具有较高的市场势力和利润效率以及较低的成本效率。同时分别建立线性模型和非线性模型分析市场势力对效率的影响,结果发现在我国特殊金融环境下,商业银行市场势力与成本效率或利润效率之间均为线性关系;提高商业银行的市场势力,会导致其成本效率显著下降和利润效率显著提升;在所有显著的变量中,信用风险对成本效率和利润效率的影响都是最大的。     

On revenue recycling and the welfare effects of second-best congestion pricing in a monocentric city

This paper examines congestion taxes in a monocentric city with pre-existing labor taxation. When road toll revenue is used to finance labor tax cuts, 35% of the optimal road tax in our numerical model does not reflect marginal external congestion costs, but rather functions as a Ramsey–Mirrlees tax, i.e. an efficiency enhancing mechanism allowing for an indirect spatial differentiation of the labor tax. This adds a quite different motivation to road pricing, since welfare gains can be produced even in absence of congestion. We find that the optimal road tax is non-monotonic across space, reflecting the different impacts of labor supply elasticity and marginal utility of income, which both vary over space. The relative efficiencies of some archetype second-best pricing schemes (cordon toll, flat kilometer tax) are high (84% and 70% respectively). When road toll revenue is recycled lump-sum, the optimal toll lies below its Pigouvian level. Extensions in a bimodal framework show that the optimality of using road toll revenue to subsidize public transport depends on the initial inefficiency in public transport pricing.     

Investigating the inefficiency of the CBO’s budgetary projections

This paper evaluates the efficiency of budgetary projections issued by the Congressional Budget Office (CBO) from 1984 to 2016 and investigates the cause of their inefficiency. The efficiency of both its budgetary and macroeconomic projections is rejected in many cases, especially for revenue projections. A comparison of forecast evaluations suggests that the inefficiency of revenue projections is likely due to the inefficiency of the underlying macroeconomic projections. By adjusting budgetary projections by the CBO in real time using macroeconomic forecasts by the Survey of Professional Forecasters, the accuracy of the former projections can be significantly improved in some cases, by up to 26% in terms of the root-mean-square prediction error.     

Measuring technical and allocative efficiencies for banks in the transition countries using the Fourier flexible cost function

The transition economies are known to have quite different market structures from the market economies. State-owned banks accounts for a major part of the financial sector in East European countries before the transition period. Since the input prices of the sector are frequently under the control of those governments, the misallocated resources may incur the loss of economic efficiency. This paper attempts to gauge the technical and allocative efficiency using unbalanced panel data of 340 banks from 14 transition countries under the framework of the Fourier flexible shadow cost function. Accommodating technical and allocative efficiencies simultaneously, as suggested by Atkinson and Cornwell (Int Econ Rev 35:231–243, 1994a) and Kumbhakar and Wang (J Econom 134:317–340, 2006a), avoids potential specification errors and leads to consistent parameter estimates. The average total cost savings resulting from greater technical and allocative efficiency are around 28.31 and 7.13%, respectively. Foreign-owned banks are found to be the most economically efficient. The enforcement of financial liberalization does gradually improve upon the sample banks’ technical efficiency. The allocative inefficiency arises from over capitalization and excess funds. Scale diseconomies appear to prevail in the sample states with a few exceptions.     

Regional Disparities in Japanese Banking Performance

This paper investigates whether technical inefficiency in production in the Japanese banking industry exhibits regional disparities by using the stochastic frontier model and data from the fiscal year 1999. First, we find evidence of regional disparities in technical inefficiency. Second, we find that regional disparities in technical inefficiency explain some of the disparities in regional income growth. Recent collapse of the regional banking systems in Japan was responsible for regional economic slumps. Third, we find that strong competition among banks and educational improvement by banks lead to improvements in banking performance. Finally, we find that the Merger Promotion Act currently in operation in Japan undermines recovery policies for regional banking.     

Decomposing hospital productivity changes, 1985–1988: A nonparametric Malmquist approach

Annual data on U.S. hospitals from 1985–1988 are evaluated by ownership type—profit, nonprofit, state and local government, and U.S. Department of Veterans Affairs (VA)—for changes in hospital productivity over time. Distance functions are used to measure Malmquist indices of productivity change, which are then decomposed into indices of efficiency change and technology change. In contrast to previous studies using this approach, we allow for variable returns to scale and use both input and output orientations. We find that changes in technology dominate changes in inefficiency in determining changes in productivity.     

Comparisons of Economic Inefficiency Between Output and Input Measures of Technical Inefficiency Using the Fourier Flexible Cost Function

The current paper constructs a Fourier flexible cost function, which is commonly known to be a more general function form than the typical translog form, and can globally approximate a true (but unknown) cost function. Both allocative and technical inefficiencies are considered using the Fourier function in the context of the parametric approach. The former is modeled using shadow input prices and the latter is formulated either by adding an extra term of scale parameter (when the Farrell's (1957) input technical inefficiency is assumed), or by correcting all the terms involving output quantities by a scale parameter (when the Farrell's output technical inefficiency is assumed). It is found that sample banks could save up to 23% of total costs, within the range of 3 and 69% uncovered by the previous works, in which allocative inefficiency plays a more important role than technical inefficiency. Furthermore, the cost of misallocated labor input alone constitutes more than 80% of total allocative inefficiency. Financial deregulation starting from 1991 in Taiwan appears to have improved economic efficiency of the banking industry.     

Welfare impacts of a non-profit firm in mixed commercial markets

Utilizing a model that allows for the welfare of the commercial NPO’s stakeholders directly in terms of their consumer surplus, and indirectly in terms of NPO profits, we explore the impact of changes in the NPO’s “social concern” for consumers on market efficiency. Three separate Cournot mixed market scenarios are analyzed: competition between the NPO and a private for-profit firm, competition between the NPO and a public firm, and a market scenario that includes all three firms. We find that the technical efficiency of the NPO vis-à-vis the profit maximizer is crucial in determining whether social welfare rises or falls as the NPO places more weight on their stakeholders’ surplus. In particular, if the NPO is less technically efficient than the profit maximizer or public firm, somewhat paradoxically social welfare may fall as the NPO shows a greater social concern for consumers. In other words, a movement away from pure profit maximizing behavior by a NPO may well be detrimental in these mixed commercial markets. We also show the additional sources of revenue available to a NPO may decrease the overall welfare in these mixed market situations.     

Bank ownership and cost efficiency: New empirical evidence from Russia

This paper investigates the cost efficiency of Russian banks with regard to their heterogeneity in terms of ownership form, capitalization and asset structure. Using bank-level quarterly data over the period 2005–2013, we perform stochastic frontier analysis (SFA) and compute cost efficiency scores at the bank and bank group levels. We deduct from gross costs the negative revaluations of foreign currency items generated by official exchange rate dynamics rather than by managerial decisions. The results indicate that the core state banks, as distinct from other state-controlled banks, were nearly as efficient as private domestic banks during and after the crisis of 2008–2009. Foreign banks appear to be the least efficient market participants in terms of costs, which might reflect their lower (and decreasing over time) penetration of the Russian banking system. We further document that the group ranking by cost efficiency is not permanent over time and depends on the observed differences in bank capitalization and asset structure. We find that foreign banks gain cost efficiency when they lend more to the economy. Core state banks, conversely, lead in terms of cost efficiency when they lend less to the economy, which can result from political interference in their lending decisions in favor of unprofitable projects Private domestic banks that maintain a lower capitalization significantly outperform foreign banks and do not differ from the core state banks in this respect.     

Efficiency in Islamic and conventional banking: an international comparison

The paper investigates the efficiency of a sample of Islamic and conventional banks in 10 countries that operate Islamic banking for the period 1996–2002, using an output distance function approach. We obtain measures of efficiency after allowing for environmental influences such as country macroeconomic conditions, accessibility of banking services and bank type. While these factors are assumed to directly influence the shape of the technology, we assume that country dummies and bank size directly influence technical inefficiency. The parameter estimates highlight that during the sample period, Islamic banking appears to be associated with higher input usage. Furthermore, by allowing for bank size and international differences in the underlying inefficiency distributions, we are also able to demonstrate statistically significant differences in inefficiency related to these factors even after controlling for specific environmental characteristics and Islamic banking. Thus, for example, our results suggest that Sudan and Yemen have relatively higher inefficiency while Bahrain and Bangladesh have lower estimated inefficiency. Except for Sudan, where banks exhibits relatively strong returns to scale, most sample banks exhibit very slight returns to scale, although Islamic banks are found to have moderately higher returns to scale than conventional banks. While this suggests that Islamic banks may benefit from increased scale, we would emphasize that our results suggest that identifying and overcoming the factors that cause Islamic banks to have relatively low potential outputs for given input usage levels will be the key challenge for Islamic banking in the coming decades.     

Exploring the sources of financial performance in Chinese banks: A comparative analysis of different types of banks

Since significantly organizational difference in Chinese banks, this study makes an attempt to investigate whether there exist some differences of the financial performance and its decomposed components for Chinese banks. We employ the decomposition of profit change model introduced by Grifell-Tatje and Lovell (2015, P215) and normalized price definition of Balk (2018) to develop a normalized profit change decomposition model which can well deal with the firms’ scale difference. This model also decomposes the normalized profit into the technical efficiency effect, technical effect, size effect, price and quantity margin effect, and price recovery effect. For the empirical evidence, we find that although there is an increase of profit gains, the profit growth rate decline by year. Furthermore, the productivity is not the main factor to expand profits, quantity margin effect also makes peer contributions. Finally, the productivity effect and its decomposed components present different functions in different kinds of Chinese banks.     

A decomposition analysis of managerial efficiency for the insurance companies: A data envelopment analysis approach

The insurance industry worldwide has become less fragmented through liberalization reforms. Yet, following the transformational changes, there is little empirical evidence on identifying the determinants of managerial efficiency. This paper employs a truncated regression analysis to determine the factors driving managerial efficiency of Malaysian insurers. Overall and divisional efficiencies are derived using data envelopment analysis. The decomposition analysis reveals that the observed inefficiency is mainly caused by investment capability division. The regression findings reveal that determinants of efficiency have dissimilar impacts on overall and divisional efficiencies. This study broadly supports financial liberalization as a means of promoting managerial efficiency.     

Minority owned banks and efficiency revisited

U.S. Government support for minority owned banks (MOBs) dates to the late 1960s. Evidence through the early 1990s suggested these banks are relatively inefficient. This study updates that research, using Stochastic Frontier Analysis (SFA) and panel data from 2003 to 2014 on minority owned banks and other banks. It is, as far as we know, the first such study to exclude outliers in SFA estimation, while recovering the outliers for efficiency estimation. Initial results identify a disruption in cost efficiency during 2008, with statistically distinct regimes for 2003–2007 and 2009–2014. Including recovered observations alters the patterns of MOB efficiency in significant ways, and leads us to conclude that current MOB inefficiency is mainly limited to Asian American owned and Multi-racial and minority serving banks. Tests for the effects of government deposits under a U.S. Treasury program suggest these did not adversely effect efficiency among covered MOBs, but may have improved survival rates for those MOBs subsequent to the financial collapse.