Modelling the Performance of Irish Credit Unions, 2002 to 2010

This study undertakes a modeling based performance assessment of all Irish credit unions between 2002 and 2010, a particularly turbulent period in their history. The analysis explicitly addresses the current challenges faced by credit unions in that the modeling approach used rewards credit unions for reducing undesirable outputs (impaired loans and investments) as well as for increasing desirable outputs (loans, earning assets and members’ funds) and decreasing inputs (labour expenditure, capital expenditure and fund expenses). The main findings are: credit unions are subject to increasing returns to scale; technical regression occurred in the years after 2007; there is significant scope for an improvement in efficiency through expansion of desirable outputs and contraction of undesirable outputs and inputs; and that larger credit unions, that are better capitalised and pay a higher dividend to members are more efficient than their smaller, less capitalised, and lower dividend paying counterparts.     

Irish credit unions: Investigating performance determinants and the opportunity cost of regulatory compliance

The study investigates how producer-specific environmental factors influence the performance of Irish credit unions. The empirical analysis uses a two-stage approach. The first stage measures efficiency by a data envelopment analysis (DEA) estimator, which explicitly incorporates the production of undesirable outputs such as bad loans in the modelling, and the second stage uses truncated regression to infer how various factors influence the (bias-corrected) estimated efficiency. A key finding of the analysis is that 68% of Irish credit unions do not incur an extra opportunity cost in meeting regulatory guidance on bad debt.     

Scale Economies in Credit Unions: Accounting for Subsidies Is Important

In 1998, the Credit Union Services Corporation Australia Limited (CUSCAL) recommended that Australian credit unions with assets below $5 million should consider merging with larger credit unions. This industry position is at odds with empirical studies, which find little evidence of increasing returns to scale in credit unions. However, an important bias in previous studies of scale economies in credit unions has been the omission of credit union subsidies. This paper shows that the failure to account for subsidies biases the results toward finding diseconomies of scale. After correcting for the subsidy bias, there is very strong evidence of increasing returns to scale in a sample of New South Wales credit unions, supporting the industry recommendation.     

The evolution of cost-productivity and efficiency among US credit unions

Advances in information-processing technology have eroded the advantages of small scale and proximity to customers that traditionally enabled small lenders to thrive. Nonetheless, the membership and market share of US credit unions have increased, though their average size has also risen. We investigate changes in the efficiency and productivity of US credit unions during 1989–2006 by benchmarking the performance of individual firms against an estimated order-α quantile lying “near” the efficient frontier. We construct a cost analog of the Malmquist productivity index, which we decompose to estimate changes in cost and scale efficiency, and changes in technology. We find that cost-productivity fell on average across all credit unions but especially among smaller credit unions. Smaller credit unions confronted a shift in technology that increased the minimum cost required to produce given amounts of output. All but the largest credit unions also became less scale efficient over time.     

Credit Unions: A Theoretical and Empirical Overview

In 2009 there were over 49,330 credit unions across 98 countries with more than 184 million members and approximately $1,354 billion in assets. There is a great diversity within the credit union movement across these countries. This reflects the various economic, historic and cultural contexts within which credit unions operate. This paper traces the evolution of the credit union movement. It examines credit union objectives, and considers issues relating to efficiency, technology adoption, product diversification, merger, failure and demutualization. The regulatory environment within which credit unions operate is also explored under the themes of interest rate regulation, common bond requirements, taxation, deposit insurance and capital regulation. The overview also considers demutualization and the costs and benefits to credit unions of altering their organizational form.     

BLACK-CONTROLLED CREDIT UNIONS: A COMPARATIVE ANALYSIS

This paper is a comparative study of black- and nonblack-controlled credit unions. The results indicate operational differences that distinguish black credit unions from previous results for black banks and black savings and loan associations. Many of these differences can be attributed to institutional characteristics resulting from the three distinct types of credit unions. The major contribution of the paper is that the striking similarities between black banks and black savings and loan associations do not in general apply to black credit unions.     

Investigating the cost performance of UK credit unions using radial and non-radial efficiency measures

This paper examines the relative efficiency of UK credit unions. Radial and non-radial measures of input cost efficiency plus associated scale efficiency measures are computed for a selection of input output specifications. Both measures highlighted that UK credit unions have considerable scope for efficiency gains. It was mooted that the documented high levels of inefficiency may be indicative of the fact that credit unions, based on clearly defined and non-overlapping common bonds, are not in competition with each other for market share. Credit unions were also highlighted as suffering from a considerable degree of scale inefficiency with the majority of scale inefficient credit unions subject to decreasing returns to scale. The latter aspect highlights that the UK Government's goal of larger credit unions must be accompanied by greater regulatory freedom if inefficiency is to be avoided. One of the advantages of computing non-radial measures is that an insight into potential over- or under-expenditure on specific inputs can be obtained through a comparison of the non-radial measure of efficiency with the associated radial measure. Two interesting findings emerged, the first that UK credit unions over-spend on dividend payments and the second that they under-spend on labour costs.     

Board characteristics and credit‐union performance

We examine the role of board characteristics on the performance of Australian credit unions during the period 2004–2012. Credit unions are unique as they are member‐owned institutions, and their directors are democratically elected by their members – an unusual governance structure that poses challenges for board effectiveness. We find that board remuneration, board expertise and attendance at meetings are associated with increased credit‐union performance and are consistent with the goal of maximising member benefits. While the unique features of credit unions limit the presence of external monitoring mechanisms, we provide evidence that these board characteristics are relevant for credit unions.     

The impact of mergers on credit union service provision

In this paper we conduct an empirical exercise in which we attempt to provide answers to three questions concerning credit union mergers: (i) do members of acquiring credit unions benefit from mergers?; (ii) do members of acquired credit unions benefit from mergers?; and (iii) what are the characteristics of relatively successful, and relatively unsuccessful, mergers? Our empirical exercise is based on annual samples of nearly 6000 credit unions, including nearly 300 merger participants, during the 1988–1995 period. We find member service provision to have improved in acquired credit unions, and to have been unchanged in acquiring credit unions. We also provide three separate analyses, from three different perspectives, of the role of various characteristics of merging credit unions in determining the success of mergers.     

Economies of Scale and Economies of Scope in Multiproduct Financial Institutions: A Study of British Columbia Credit Unions

This paper investigates the production technology facing computerized credit unions in Canada. A full system of translog cost equations is estimated in order to test for economies of scale, economies of scope, and other production characteristics in a multiproduct context. The regression results indicate that most of the credit unions in our sample experience significant increasing returns to scale as they expand their level of output. There is also evidence of cost complementarity or economies of scope in their mortgage and other lending activities. As a result, legislation which limits the ability of credit unions to grow and diversify will likely raise the operating costs of this important group of financial institutions. Additional structural tests of the most general translog specification suggest that none of the restrictive production conditions commonly imposed by other researchers using Cobb-Douglas and CES specifications provide a valid representation of credit union technology. The results of many earlier studies are therefore open to question.     

Credit Unions and Small Business Lending

Among the issues raised by consolidation within the banking industry is a concern that small businesses will be less able to obtain credit as community banks are acquired by larger or non-local institutions. Community banks have traditionally been a major source of funding for small businesses. The impact of bank consolidation on credit availability may depend in part on whether the remaining community institutions expand their small business lending activities. This study examines whether credit unions have a propensity to extend business loans in markets that have experienced bank merger and acquisition activity. We find some evidence that credit unions are more likely to engage in business lending in markets characterized by greater bank merger and acquisition activity. Moreover, the estimated economic significance is meaningful in many of the specifications.

The growth of US credit unions

The growth of US credit unions during the 1990s is investigated empirically, using univariate and multivariate cross sectional and panel estimation techniques. Univariate tests of the law of proportionate effect suggest that in general large credit unions grew faster than their smaller counterparts. On average credit unions with above-average growth in one period tended to experience below-average growth in the next. Smaller credit unions tended to have more variable growth than large ones. While credit unions share a common co-operative philosophy, they differ in terms of age profile, scope for membership growth, charter type and financial structure and performance. In estimations of a multivariate growth model, most of these characteristics are found to have a significant influence on the size-growth relationship. While large state chartered credit unions grew faster than their smaller counterparts, the reverse was true for federally chartered credit unions. In general, if larger credit unions grew faster than smaller ones, they tended to do so for specific reasons: because their charters were less restrictive, because they were more efficient, or because they had a financial structure that was more conducive to growth. Therefore credit union growth was not ‘random', but highly systematic.     

资产证券化信用评级制度与系统性风险分析

资产证券化的复杂性和高度杠杆化加剧了投资者与发行人之间的信息不对称问题,信用评级制度作为信息披露手段,在减轻信息不对称、促进风险资产定价和保护投资者利益等方面发挥着重要作用.但若缺乏有效的制度保障,资产证券化信用评级过程中隐含的对系统性风险的累积和传导危险则会对金融系统稳定产生负面作用.我国信用评级制度缺乏良好的法律监管环境和充分的市场竞争,难以支持资产证券化产品的多样化发展和规模的快速扩大趋势.对此,需从宏观审慎监管框架的确立、信用评级监管权力的统一和制度完善以及评级行业的市场化推进等方面完善信用评级制度.     

银行信用评估模型效果的量化比较

信用评估模型能有效提高信用评估过程的科学性与结果的准确性.本文围绕主流信用评估模型在性能方面的差异化特征,基于德国信贷数据集、我国个人经营贷数据集与小微企业贷数据集,从六个模型性能评价维度对十二个代表性信用评估模型的拟合能力与泛化能力进行了深入研究.研究发现:(1)逻辑回归模型的总体性能最为优异,其次为判别分析、反向传播神经网络模型,其中逻辑回归模型与反向传播神经网络模型更适用于我国信贷场景;(2)基于无监督学习理论的自组织特征映射神经网络和k均值聚类模型,以及基于惰性学习理论的k最近邻模型的泛化能力较弱,表明各类有监督式主动学习模型更适用于解决信用评估问题;(3)模型理论与结构的复杂性并不必然能够使其在特定应用场景下获得较优的性能评价,结构简单、可解释性更强的模型往往稳健性更好.     

台湾农业金库的运作模式及其对内地农信社改革的启示

本文首先分析了台湾农业金库的发展历程、股权结构及其职责作用,然后从法律制度、政府角色、业务开展等方面概括了台湾农业金库运行模式的特点,并参照台湾农业金库的模式,提出内地农村信用社改革发展的建议,包括建立相应法律体系、强化省政府在农信社改革进程中的作用、强化农信社省级联社的行业管理和服务职责等。     

Customer service quality and financial performance among Australian retail financial institutions

This paper seeks to explore empirically the relationship between customer service quality and financial performance among a representative cross-section of Australian banks and credit unions by correlating customer service quality scores from a sample of retail customers with financial performance measures over a five-year period.Results show that all financial performance measures (interest margin, expense/income, return on assets and capital adequacy) are positively correlated with customer service quality scores. They also show that the credit unions strongly out-perform the banks in customer service quality and also for some measures of financial performance (interest margin and return on assets). The positive link between financial performance and customer service is thus supported in this study. Implications for the three groups of institutions are also discussed.     

The diversification and financial performance of US credit unions

For US credit unions, revenue from non-interest sources has increased significantly in recent years. We investigate the impact of revenue diversification on financial performance for the period 1993–2004. The impact of a change in strategy that alters the share of non-interest income is decomposed into a direct exposure effect, reflecting the difference between interest and non-interest bearing activities, and an indirect exposure effect which reflects the effect of the institution’s own degree of diversification. On both risk-adjusted and unadjusted returns measures, a positive direct exposure effect is outweighed by a negative indirect exposure effect for all but the largest credit unions. This may imply that similar diversification strategies are not appropriate for large and small credit unions. Small credit unions should eschew diversification and continue to operate as simple savings and loan institutions, while large credit unions should be encouraged to exploit new product opportunities around their core expertise.     

Financial and economic performance of major Brazilian credit cooperatives

The credit union's main functions are the provision of individual financial loans based on collective savings, reaching up to provide full banking services, with expansion of its social function. Cooperatives are an alternative to supply a credit demand in the market, because a third of the municipalities have no bank branches. Although the participation of cooperatives in credit operations is still small compared to the Brazilian national banking system, its continued growth demonstrates the importance of this sector. In this sense, the analysis of the performance of these cooperatives becomes relevant to the extent that incentives to industry expansion differ from other financial institutions. In this context, this study aimed to analyze which the financial and economic performance of Brazil's largest credit unions. This performance analysis was performed using the indicators proposed by the CAMEL model, then the data envelopment analysis (DEA). It can be seen that there is a positive relationship between the use of variables in the model and the measurement of financial performance of credit unions. Moreover, according to the results, it can be observed that Uniprime Northern Paraná, Sicoob Cocred and Sicredi North RS/SC were cooperatives that stood out as efficient.     

Credit cycles and macro fundamentals

We use an intensity-based framework to study the relation between macroeconomic fundamentals and cycles in defaults and rating activity. Using Standard and Poor's U.S. corporate rating transition and default data over the period 1980–2005, we directly estimate the default and rating cycle from micro data. We relate this cycle to the business cycle, bank lending conditions, and financial market variables. In line with earlier studies, the macro variables appear to explain part of the default cycle. However, we strongly reject the correct dynamic specification of these models. The problem is solved by adding an unobserved dynamic component to the model, which can be interpreted as an omitted systematic credit risk factor. By accounting for this latent factor, many of the observed macro variables loose their significance. There are a few exceptions, but the economic impact of the observed macro variables for credit risk remains low. We also show that systematic credit risk factors differ over transition types, with risk factors for downgrades being noticeably different from those for upgrades. We conclude that portfolio credit risk models based only on observable systematic risk factors omit one of the strongest determinants of credit risk at the portfolio level. This has obvious consequences for current modeling and risk management practices.     

绿色信贷发展对商业银行财务绩效影响的实证研究

基于2007—2020年商业银行财务数据,构建多期DID模型,从规模效应、风险结构效应、成本收入效应分析绿色信贷对商业银行财务绩效的影响路径,并检验绿色信贷对银行财务绩效的异质性影响。实证结果表明：绿色信贷对商业银行财务绩效存在直接负向影响与间接正向影响,且综合影响具有异质性,对国有银行以及城市商业银行具有负的政策效应,对股份制商业银行不具备显著的政策效应;绿色信贷业务对银行企业价值的影响机制中规模效应、成本收入效应为主要影响路径。