SUBSIDIES AND INEFFICIENCY: STOCHASTIC FRONTIER APPROACH

U.S. urban transit systems receive operating and capital subsidies from various levels of government. Each firm minimizes its cost net of subsidies subject to its production function. The first order conditions from this minimization give a set of equations that are estimated using a stochastic frontier approach. From the results are calculated technical and allocative inefficiencies. The allocative inefficiencies are further decomposed among two sources, subsidies and factors internal to the firm. The analysis reveals large allocative inefficiencies between labor, fuel, and capital. Furthermore, it finds that subsidies lead to excess use of labor relative to capital and excess use of fuel relative to capital and labor. Also, most allocative inefficiencies in firms are due to internal factors and not subsidies, and the sizes of the inefficiencies vary substantially among transit firms.     

Analysis of production efficiency of beef cow/calf farms in Alberta

This article measures production efficiency across cow–calf farms in Alberta, and examines the sources of variation in efficiency. Average technical, allocative and economic efficiencies are, respectively, 83%, 78% and 67%. Biological efficiency (increased conception, calving and weaning rates), larger herd size, higher share of family labour and greater expense for bedding material reduce inefficiency. Inefficiency was also related to receipt of government subsidies.     

The effect of risk-based capital requirements on profit efficiency in banking

The purpose of this paper is twofold: to show how to measure profit efficiency in banking using a newly developed technique, and to use that technique to determine the effect of risk-based capital requirements on the profit performance of US banks. The measure of profit efficiency used captures deviations from profit maximization arising from technical inefficiency, caused by a lack of managerial oversight and allocative inefficiency, which is caused by managers choosing a nonoptimal mix of inputs and outputs. A leverage ratio constraint and a risk-weighted capital ratio constraint are explicitly included in the model, which allows identification of the effect on profits of those constraints. The techniques are applied to random samples of US banks for 1990, 1992, and 1994. The results indicate that allocative inefficiency is a larger source of profit loss than technical inefficiency and that the risk-based capital standards have a significant effect on bank allocative efficiency.     

Banking deregulation and allocative efficiency in Pakistan

This article examines the impact of deregulation policies on allocative efficiency of banks in Pakistan. It investigates whether deregulation has impacted the pattern of allocative efficiency of banks and explores which bank ownership segment has been more responsive. It uses data from 1991 to 2005 and explicitly models allocative inefficiency by using the translog shadow cost-share system. Empirical results show that overregulation and imperfect market structure hampers the ability of banks to make competitive decisions. We find evidence of allocative inefficiency leading to over-utilization of labour and deposits vis-à-vis operating cost. Empirical results for time-varying allocative efficiency show declining levels of allocative inefficiency for state-owned and private banks in post-reform period. Deregulation policies induce state-owned banks to decrease over-utilization of labour relative to deposits and operating cost while private banks succeed in using operating cost closer to optimal levels. Hence, policymakers have latitude to introduce more reforms without jeopardizing allocative efficiency.     

Measurement of technical and allocative efficiencies using a CES cost frontier: a benchmarking study of Japanese transmission-distribution electricity

This paper estimates the technical and allocative inefficiencies of the transmission-distribution sector of Japanese electric utilities using a panel data during the 1981–1998 period. A stochastic production frontier of the CES form is jointly estimated with input demand equations. Taking advantage of the self-duality, we retrieve the cost frontier by which the impacts of technical and allocative inefficiencies on costs and input demands are measured. The estimated elasticity of substitution is significantly different from unity in favor of the CES specification over the Cobb–Douglas. The results show that observed costs are 9 to 48% higher than the efficient level; technical inefficiency raises costs by 1 to 28%, while allocative inefficiency does so by 8 to 30%. Although their impacts on costs are similar, technical inefficiency more fluctuates so the differences in the performance of utilities are mainly due to technical inefficiency. We also find a substantial over-utilization of capital for all utilities.

Comparing French and US hospital technologies: a directional input distance function approach

French and US hospital technologies are compared using directional input distance functions. The aggregation properties of the directional distance function allow comparison of hospital industry-level performance as well as standard firm-level performance with regard to productive efficiency. In addition, the underlying constituents of efficiency?–?in the short run, congestion and technical inefficiency, and in the long run, scale inefficiency?–?are analysed by decomposing the overall measure. By virtue of using the directional distance function, it is also possible to obtain an estimate of a lower bound on allocative inefficiency. It is found that French and US hospitals use quite different technologies. Long run scale inefficiencies cause most of the French hospitals’?inefficiency, while short run technical inefficiency is the main source of overall productive inefficiency in the US hospitals.     

Government Interventions, Market Imperfections, and Technical Inefficiency in a Mixed Economy: A Case Study of Indian Agriculture

This paper uses an output-maximizing framework in the presence of expenditure constraint to measure output loss and input misallocation resulting from market distortions and technical inefficiency. A generalized indirect production function accommodating allocative distortions and technical inefficiency is used. Allocative distortions are captured in terms of effective (shadow) prices in which distortion parameters are both farm- and input-specific. The stochastic frontier approach is used to model technical inefficiency. Using farm-level data on 105 jute growers from West Bengal, India, we find that average output losses due to allocative distortions and technical inefficiency are 6.3% and 14%, respectively.     

Measuring and explaining the efficiencies of the United Arab Emirates banking system

Using newly collected data from a survey distributed to all banks in the United Arab Emirates (UAE), this article measures economic efficiency in the banking industry, namely allocative, technical, pure technical and scale efficiency. Employing a nonparametric Data Envelopment Analysis (DEA) approach, the study estimates the efficiency for a cross section of the UAE banks in 2004. The results indicate that the dominant source of inefficiency in the UAE banking is stemming from allocative inefficiency rather than technical inefficiency. Furthermore, the main source of the relatively small size, technical inefficiency in the UAE banking industry is not the scale inefficiency but rather pure technical inefficiency. The results further indicate that the UAE banks are able to use their input resources more efficiently when they have more branches, and that newer banks are performing better than older banks on average. Moreover, the results also show that short experiences of employees affect efficiencies negatively and government ownership tends to reduce efficiency (as the government shares increase in the bank, the efficiency scores get lower). Finally, the most interesting results have to do with finding higher average efficiencies in banks that employ more women, more managers and less national citizens of the UAE.     

Economic inefficiency in a revenue setting: the Norwegian whitefish fishery

The main focus in the inefficiency literature is on suboptimal input use and how this causes increased costs, due to technical and allocative inefficiency. Production or cost functions are then typically used to describe the underlying technology of the firm. The possible revenue loss, due to lower than maximum production levels and suboptimal output mix, has received substantially less attention. By using a revenue function to measure inefficiency, the focus, model and estimation technique presented in this article differ from those of previous studies. A shadow revenue model is used to decompose revenue inefficiency into its technical and allocative components, in which the allocative inefficiency is due to a suboptimal output mix. The approach is illustrated using panel data of Norwegian whitefish trawlers. The results reveal large inefficiencies, with respect to output levels as well as output mix, indicating that this can be an important part of the picture when investigating economic inefficiency. To identify the determinants of revenue inefficiency, we conduct a second-step regression, in which technical and allocative inefficiency is regressed upon a set of explanatory variables. The inefficiencies are partly explained by the management system and fleet structure.     

改革中的过度投资需求和效率损失-中国分省固定资产投资案例分析

该文的中心议题是投资效率.我们从基于标准生产函数的投资需求模型出发,从投资需求所处的非均衡状态入手来讨论投资效率.投资需求的非均衡状态由实际投资与理论投资间的偏离来定义.我们将投资效率分成投资的配置效率和投资的生产效率两个方面,并将配置效率与经济制度因素联系起来.我们使用样本期为1989-2000年的中国分省面板数据作为模型分析的实例.分析的重心是中国的过度投资需求在多大程度上是由总投资的配置效率欠佳所造成的.从实例分析中我们发现,资本价格对投资需求几乎无影响,而扩张性的中央与地方财政却对投资需求有着强烈的影响.我们还发现,各省过度投资间存在彼此攀比的网络效应.然而,一旦将这些制度因素分离开来,投资配置效率还是渐有改善的.同时,地区间投资不均的程度也不断有所下降.从投资的生产效率指标估值看,东部沿海省份的效率一般高于西部省份的效率,这是与地区经济的发展水平基本一致的.     

Technical efficiency and scale efficiency in the Italian banking sector: a non-parametric approach

Measures of technical and scale efficiencies are derived in the Italian banking industries by implementing non-parametric Data Envelopment Analysis on a cross section of 174 Italian banks taken in 1991. The methodology of the parametric and non-parametric approaches to measure efficiency are discussed. The existence of both technical and allocative efficiency is established. This result is robust to modifications in the specification of inputs and outputs suggested by the Intermediation Approach and by the Asset Approach. In implementing both the Intermediation and the Asset Approach the traditional specification of inputs is modified to allow an explicit role for financial capital. In addition, regression analysis is used on a bank-specific measure of inefficiency to investigate determinants of banks' efficiency. Efficiency is best explained by productive specialization, size and, to a lesser extent, by location.     

Productivity and misallocation of energy resources: Evidence from Korea’s manufacturing Sector

This paper analyzes the role of allocative efficiency of energy resources with respect to total factor productivity (TFP) in the Korean manufacturing sector. Using firm-level data for Korea, we extend the framework of Hsieh and Klenow (2009) to measure allocative inefficiency of energy markets as a function of energy price distortions. Our results indicate that between the years 2000 and 2014, intra-industry misallocation has increased. With respect to energy resources, this is truer in the low-oil-price periods than in other periods. An improvement in allocative efficiency could be attained by equalizing total factor revenue productivity across firms within an industry. In reallocating capital, labor, and energy resources, hypothetical TFP increases of 51.3 % and 71.7 % above actual levels in 2000 and 2014, respectively, could have been achieved. The evolution of firm productivity has been shaped by energy (electricity and fuel) market distortion and capital market distortion. Our evidence suggests that government (energy) price intervention is likely to have played an important role in productivity loss and in allocative inefficiency observed in energy markets.     

Technical efficiency,allocative efficiency,and the impact of incentive regulation in telecommunications in the United States

Incentive regulation is now an important regulatory tool in the telecommunications industry in the United States. The objective of incentive regulation is to improve productive efficiency, enhance service quality and consumer welfare, and reduce the costs of regulation. The issue that is considered here is whether incentive regulation in the form of a price cap applicable to interstate access service to local loops has resulted in an increase in the technical efficiency and allocative efficiency of local exchange carriers (LECs). After discussing the reasons for adopting incentive regulation, the nature of price caps is explored followed by an overview of the methodology for measuring the effects of incentive regulation on productive efficiency. The results indicate that for changes in technical efficiency, there is a definite randomness between 1985 and 1993 with technical efficiency increasing in some years and decreasing in others. Subsequent to 1993, however, there is a consistent improvement in technical efficiency. Given that incentive regulation in the forin of price caps was implemented for LECs in 1991, it is likely that some portion of the improvement in technical efficiency subsequent to 1993 is attributable to incentive regulation. A pronounced upward trend in allocative efficiency is observed beginning in 1985. It is problematic, however, to attribute the improvement in allocative efficiency to the adoption of incentive regulation. It is more likely an artifact of the divestiture of AT&T although some indeterminant portion is probably associated with the implementation of price caps.JEL classification: L51, L96     

Sources of investment inefficiency: The case of fixed-asset investment in China

This study attempts to measure the inefficiency associated with aggregate investment in a transitional economy. The inefficiency is decomposed into allocative and technical inefficiency based on standard production theory. Allocative inefficiency is measured by the deviation of actual investment from the theoretically desired investment demand. Institutional factors are then identified as part of the driving force of the deviation. The resulting model is applied to Chinese provincial panel data. The main findings are: Chinese investment demand is strongly receptive to expansionary fiscal policies and inter-provincial network effects; the tendency of over-investment remains, even with signs of increasing allocative efficiency and improving technical efficiency.     

Federal fiscal transfer rules in monetary unions

This paper considers simple rules for federal fiscal transfers that automatically redistribute funds among member states of a monetary union to counteract adverse idiosyncratic shocks. The transfer rules target regional differences in nominal GDP, consumption spending, labor income, and fiscal deficits. Targeting regional fiscal deficits is the only rule that reduces consumption fluctuations and that promotes interregional consumption risk sharing, but the overall welfare effect is negative. In contrast, targeting regional differences in labor income yields the largest welfare gains, but it also yields the largest fluctuations in consumption and real GDP. It is demonstrated that the welfare gains primarily stem from reducing the allocative inefficiency of input factors caused by nominal rigidities. The optimal transfer rule essentially implies a combination of consumption spending and labor income targeting, and it primarily targets the allocative inefficiency of factor inputs at the cost of lower interregional consumption risk sharing.     

Efficiency in the factoring industry

The efficiency and productivity in the Italian factoring industry between 1993 and 1997 is investigated using DEA. The factoring industry is an important part of many financial systems and it has established itself as a major source of finance and credit management for a growing number of companies. However, as far as the authors are aware no studies have applied frontier methodologies to examine the efficiency and productivity of this industry. This paper focuses on the Italian market, the second largest in the world after the UK. The results suggest that there are substantial cost savings to be had in the Italian factoring industry: the mean cost inefficiency in the Italian factoring industry over the period 1993–1997 ranged between 14% and 22%. These inefficiencies are mainly generated by allocative rather than technical inefficiencies. Scale and technical inefficiencies seem to be similar in magnitude and the supposed importance of the latter typically found in the banking efficiency literature, are not observed in Italian factoring. Firm size does not appear to be related to technical, allocative and economic efficiency and the hypothesis that ownership structure influences factoring firm efficiency could not be rejected. In order to analyse efficiency change over time the Malmquist index is used. Total factor productivity was decomposed into technical change and efficiency change and the latter was further divided into pure efficiency and scale efficiency change. Productivity changes were slight over the period 1993–1996, while a substantial increase in productivity occurred between 1996 and 1997: the latter appears to be the result of a large improvement in the technology and a positive scale efficiency change, however, this was slowed down by a negative pure efficiency change.     

HOW EFFICIENT HAS BEEN CHINA'S INVESTMENT? EMPIRICAL EVIDENCE FROM NATIONAL AND PROVINCIAL DATA

Abstract.  This paper analyses both the allocative efficiency and the dynamic efficiency of China's spending on capital. We examine the relationship between investment flows and the marginal product of capital computed by estimating the Cobb-Douglas and CES production functions at both the national and provincial levels. We also investigate dynamic efficiency by comparing the share of capital in national income and the rate of investment. The main finding is that the allocative efficiency of capital in China has improved in recent years, but the high rate of investment may be a sign of dynamic inefficiency of the Chinese economy.     

Incorporating innovation subsidies in the CDM framework: empirical evidence from Belgium

ABSTRACT

This paper integrates innovation input and output effects of R&D subsidies into a modified Crépon–Duguet–Mairesse (CDM) model. Our results largely confirm insights of the input additionality literature, i.e. public subsidies complement private R&D investment. In addition, results point to positive output effects of both purely privately funded and subsidy-induced R&D. Furthermore, we do not find evidence of a premium or discount of subsidy-induced R&D in terms of its marginal contribution on new product sales when compared to purely privately financed R&D.     

Determinants of banks’ Nerlovian economic efficiency: a DEA-bootstrap approach

ABSTRACT

This study aims to evaluate the Nerlovian economic efficiency of Taiwanese commercial banks and its determinants by assuming the presence of an imperfectly competitive market using a two-stage estimation procedure: Nerlovian economic inefficiency and its components’ price, technical and allocative efficiencies computed and decomposed in the first stage, which are regressed on the explanatory variables with a bootstrapped truncated approach in the second stage. The estimation results show that in the first-stage analysis, the Nerlovian economic inefficiency of banks is primarily due to allocative inefficiency, and indicate the existence of price inefficiency in Taiwan. In the second-stage analysis, the results confirm that both the years in operation of the bank and the ratio of credit loans are the main determinants of banking profit efficiency. In addition, this study not only shows that publicly owned banks contribute to better price efficiency but also proves that loan loss reserve to total assets is negatively associated with technical efficiency. The equity ratio exerts an insignificant favourable impact on allocative efficiency. The findings of this research are essential for bank managers in Taiwan.