Portfolio efficiency analysis with SFA: the case of PSI-20 companies

This study aimed to assess the technical efficiency (TE) of individual companies and their respective sectors that are traded on the Portuguese stock market. We accomplished this by combining the internal input variables (e.g., ‘market value and return’) with exogenous variables (e.g., ‘interest income’, ‘depreciation’, ‘cost of goods’, ‘employees’ and ‘net sales’) into a Stochastic Frontier Analysis (SFA) model. The TE of the PSI-20 (Portuguese Stock Index) was estimated using factors that affect efficiency variability. The main advantage of using the SFA approach is its potential to discriminate between measurement error and systematic inefficiencies in the estimation process. The results demonstrated that TE is higher for enterprises in the industrial, construction and distribution sectors, whereas the commercial banking sector has the lowest TE scores. The ‘employees’ and ‘depreciation’ are the variables which most contribute to stock market inefficiency.     

The role of environmental factors in water utilities’ technical efficiency. Empirical evidence from Spanish companies

This article computes input-specific scores of technical efficiency for a sample of water utilities located in the southern Spanish region of Andalusia. In addition, differences in efficiency between different operating environments are investigated. Concerning the debate about ownership and efficiency, we find that privately owned companies outperform public utilities in their management of labour. Furthermore, technical efficiency is found to be greater among firms located in highly populated areas and for utilities providing water services to tourist municipalities. Finally, no empirical evidence supporting the greater technical efficiency of consortia of water utilities, a managerial strategy strongly encouraged by regional politicians, is found.     

The relative economic efficiency of urban water utilities in regional New South Wales and Victoria

In recent times the relative economic efficiency of urban water utilities has been neglected as policymakers sought to secure urban water supplies. This paper is an effort to measure the efficiency consequences of a number of recent urban water policy initiatives. Data Envelopment Analysis (DEA) is employed in order to measure the relative technical efficiency of urban water utilities in regional New South Wales (NSW) and Victoria. We show that the almost universal policy of water restrictions is likely to reduce relative efficiency and the typically larger utilities located in Victoria are characterised by a higher degree of managerial efficiency. A number of implications for urban water policy are advanced.     

Nonparametric measures of returns to scale: an application to German water supply

The evaluation of market structures and the quantification of returns to scale in network industries usually are of high interest for researchers and policy makers. Regarding the debate on optimal market structures in German potable water supply, we use a cross-sectional sample of 364 German water utilities observed in 2006 to derive a nonparametric measure of scale elasticity for the water industry. The data sample is validated by applying a super-efficiency approach and a statistical testing procedure for outlier detection. Besides using a standard data envelopment analysis approach, a conditional efficiency approach is applied to account for the water utilities’ operating environments. The results indicate non-decreasing returns to scale for the majority of water utilities and constant or non-increasing returns for larger utilities. Optimal firm size is found to be generally larger than the current sample median firm size. Efficiency improvements could be realized by increases in firm sizes and through a consolidation of the industry.     

APPLICATION OF PANEL DATA MODELS IN BENCHMARKING ANALYSIS OF THE ELECTRICITY DISTRIBUTION SECTOR*

ABSTRACT ** : This paper explores the application of several panel data models in measuring productive efficiency of the electricity distribution sector. Stochastic Frontier Analysis has been used to estimate the cost‐efficiency of 59 distribution utilities operating over a nine‐year period in Switzerland. The estimated coefficients and inefficiency scores are compared across three different panel data models. The results indicate that individual efficiency estimates are sensitive to the econometric specification of unobserved firm‐specific heterogeneity. This paper shows that alternative panel models such as the ‘true’ random effects model proposed by Greene (2005) could be used to explore the possible impacts of unobserved firm‐specific factors on efficiency estimates. When these factors are specified as a separate stochastic term, the efficiency estimates are substantially higher suggesting that conventional models could confound efficiency differences with other unobserved variations among companies. On the other hand, refined specification of unobserved heterogeneity might lead to an underestimation of inefficiencies by mistaking potential persistent inefficiencies as external factors. Given that specification of inefficiency and heterogeneity relies on non‐testable assumptions, there is no conclusive evidence in favour of one or the other specification. However, this paper argues that alternative panel data models along with conventional estimators can be used to obtain approximate lower and upper bounds for companies' efficiency scores.     

Converting EORTC QLQ-C30 scores to utility scores in the brigatinib ALTA study

Abstract

Aims: Health utilities summarize a patient’s overall health status. This study estimated utilities based on the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire Core-30 (QLQ-C30), a widely used measure of health-related quality-of-life (HRQoL) in oncology, using published mapping algorithms.

Materials and methods: Data were from the Anaplastic Lymphoma Kinase (ALK) in Lung Cancer Trial of brigatinib (ALTA; NCT02094573), an open-label, international, phase 2 study. ALTA evaluated the efficacy and safety of two randomized dosing regimens of brigatinib in patients with locally advanced or metastatic ALK?+?non-small cell lung cancer (NSCLC) that had progressed on prior therapy with crizotinib. QLQ-C30 scores were mapped to European Quality-of-Life-5 Dimensions (EQ-5D) utility scores using two published algorithms (Khan et al. for EQ-5D-5L; Longworth et al. for EQ-5D-3L). The impact of brigatinib treatment on health utilities over time was assessed.

Results: The analysis included 208 subjects. Mean baseline utility scores for both algorithms ranged between 0.60???0.71 and increased to 0.78 by cycle 5. Utility improvements were sustained during most of the treatment, before disease progression. Minor variations were observed between utility scores; Khan et al. estimates were approximately 0.01 or 0.02 points lower than Longworth et al. estimates.

Limitations: Algorithms considered were limited to those available in the published literature at the time of the study. This utility analysis was exploratory, and the ALTA trial did not include an internal control group (i.e. standard of care) and was not powered to detect differences in QoL/utility outcomes between treatment arms.

Conclusions: Converting QLQ-C30 scores into utilities in trials using established mapping algorithms can improve evaluation of medicines from the patient perspective. Both algorithms suggested that brigatinib improved health utility in crizotinib-refractory ALK?+?NSCLC patients, and improvements were maintained during most of the treatment.

Clinicaltrials.gov identifier: NCT02094573     

Brand power index – using principal component analysis

A relatively simple approach is proposed to evaluate the strength of brands from the viewpoint of consumers. It employs Principal Component Analysis (PCA), in which the coefficients of the first principal component are used as the weight for developing our study's final ‘product’, the Brand Power Index (BPI). Empirical consumer-survey data of two product categories: televisions and mobile phones illustrate that the patterns of PCA results for both televisions and mobile phones are extremely similar. The biplots reveal that the leading brands in both product categories had positive component scores; more than a dozen following brands had positive first component scores and negative second component scores in both categories. This led us to a visual examination of the data on certain leading brands with regard to their brand excellence.     

Is a little sunshine all we need? On the impact of sunshine regulation on profits,productivity and prices in the Dutch drinking water sector

This paper analyzes the performance of Dutch drinking water utilities before and after the introduction of sunshine regulation, which involves publication of the performance of utilities but no formal price regulation. By decomposing profit change into its economic drivers, our results suggest that, in the Dutch political and institutional context, sunshine regulation was effective in improving the productivity of publicly organised services. Nevertheless, while sunshine regulation did bring about a moderate reduction in water prices, sustained and substantial economic profits suggest that it may not have the potential to fully align output prices with economic costs in the long run. In methodological terms, the DEA based profit decomposition is extended to robust and conditional non-parametric efficiency measures, so as to account better for both uncertainty and differences in operating environment between utilities.     

Price mimicking under cost-of-service regulation: the Swedish water sector

This study provides an empirical test of price mimicking among publicly owned water utilities. Using a fixed effects spatial Durbin model with data from Swedish municipalities during 2002–2012, I estimate the elasticity of the own relative to neighbors’ average price to 0.14. This behavior can be explained in terms of an informal yardstick competition: when consumers use neighboring municipalities’ prices as benchmarks for costs or as behaviorally based reference prices, policy makers will face the risk of consumer complaints and reduced voter support if deviating too much from neighboring municipalities’ prices. Further, I find some evidence that price mimicking is more pronounced in municipalities where voter support for the ruling coalition is weak.     

A case for water utilities as cooperatives and the UK experience

This article explores the creation of consumer cooperatives as a means of privatizing water utilities. The first section examines the structure of ownership and sets out Hansmann's theoretical basis for determining which category of persons is most efficiently assigned ownership. The section extends the discussion of market contracting costs by considering the externalities and social costs associated with a water utility. The heart of the paper is the second section which applies the theory of efficiently assigned ownership to the case of water utilities. The third section briefly reviews the literature on the relative efficiency of private and public utilities and also succinctly applies the theory of the firm to the question of vertical integration in the case of water utilities. The fourth section discusses the UK's experience with water utilities. The final section draws together the paper's conclusions.   The application of Hansmann's general theoretical scheme for assigning ownership leads to the conclusion that water utilities should be consumer cooperatives. Consumer-owned utilities would confront lower market contracting and ownership costs, than would investor-owned utilities. Additionally, the social costs and externalities that are particular to water are better left to consumers who are more prone to take them into account in their decisions.     

Information technology,efficiency and productivity: evidence from Korean local governments

This study evaluates the performance of Korean local government by measuring their technical efficiency (TE) and total factor productivity (TFP) growth and, more importantly, examining the impact of information technology (IT) on this performance. The study is different from received analysis in that a unique measure of the state of IT–the Informatization Index–is used to investigate the impact of IT on both TE and TFP growth. Empirical analyses are conducted on data from 222 Korean local governments for the period 1999 to 2001. In particular, data envelopment analysis techniques are applied to calculate TE scores and TFP growth rates for sampled local governments. The empirical findings confirm the positive impact IT has in improving technical efficiency and accelerating productivity growth. The estimated coefficients are correctly signed (with other regional characteristics controlled for) when TE scores and TFP growth rates are regressed on the Index. In addition, the findings indicate that economies of density are present in the production of local public services.     

Measuring China's innovative capacity: a stochastic frontier exercise

We adopt a stochastic frontier analysis of innovative activity to disentangle countries’ patenting capacity from patenting efficiency. We analyse the determinants of innovative capacity of a set of 26 OECD countries plus China, over the period 1992–2007, to show if and how China's technological activity is growing faster than commonly held as compared to the most innovative countries of the world. Our results highlight that both internal and external elements jointly contribute to enhance countries’ innovative capacity and efficiency. In particular, while government-funded R&D is more important for innovative capacity, privately funded R&D as well as foreign direct investments (FDIs) affects technical efficiency (TE). Moreover, as for the whole set of countries, FDIs seem to exert a resource-seeking role (as they negatively affect TE), this does not happen for China, where FDIs exert a positive effect. Results are robust to the use of alternative measures of innovative inputs (such as higher education expenditure in R&D and R&D personnel, but also FDI flows rather than stocks). Finally, human capital measures are generally not very effective in enhancing patenting efficiency, apart from tertiary education.     

Incentive regulation and investment: evidence from European energy utilities

This paper investigates the relationship between investment and regulatory regimes (incentive vs. rate-of-return regulation) for a sample of EU energy utilities from 1997 to 2007. We control for the effect of firm ownership and for cross-country differences in the underlying energy demand and energy supply. To deal with potential endogeneity of the regulatory regime, we apply instrumental variable methods (2SLS and GMM). Our results show that investment rate is higher under incentive regulation than under rate of return regulation. Using original data on the regulatory tools (X factor and WACC), we find that investment of incentive regulated firms appears highly sensitive to the X factor, consistent with efficiency- and profit-seeking motivations. Electric utilities investment is also sensitive to the level and change in the weighted average cost of capital (WACC). Finally, we find that the positive relationship between private control and investment is not robust to IV estimations, suggesting that in Europe regulation may have reduced the differences between private and public firms’ incentives to invest.     

双重垄断下的城市公用事业规制目标选择

城市公用事业通常是自然垄断行业,在我国从计划经济向市场经济转轨的过程中,它还具有较强的行政垄断性。我国对自然垄断与行政垄断并存的公用事业的规制改革与西方国家有所不同,应区别两种垄断的不同性质,有针对性地确定改革目标。本文阐述了我国城市公用事业的自然垄断特性,分析了其行政垄断的根源及表现,对双重垄断下的城市公用事业规制目标选择提出了一些建议。     

Capacity,sustainability, and the community benefits of municipal utility ownership in the United States

ABSTRACT

Most literature on utility sustainability focuses on internal operations; this misses the role that utilities could play within a community. This study measures the impact of municipal ownership of water and electric utilities on the sustainability policymaking of local governments. I find that municipalities with government-owned water utilities adopt more sustainability measures than those with investor-owned service. Similarly, municipally-owned electric utilities have higher levels of energy sustainability in the community, but not in government operations. The utilities provide fiscal and technical capacity to municipalities. Interdepartmental coordination also strongly predicts sustainability policymaking. This study brings potential community benefits to the discussion of private investment in public service delivery.     

INTERNATIONAL TRENDS IN WATER UTILITY REGIMES

ABSTRACT ** :  This paper provides the taxonomy of country experiences in managing their water utilities. Institutions for water supply for various uses and their financial implications are analysed. Different episodes of governmental intervention in water supply and charging are examined. From the survey of different regimes and the existing literature, cost recovery and affordability emerge as the major building blocks for any reform of water utilities. Privatization of water services in terms of ownership change, public-private arrangements and international involvement seems to be a mixed blessing and donor assistance to water projects raises issues in international inequality and does not increase cost recovery levels. Cost recovery is positively associated with economic development, institutional quality and performance of water utilities.     

Understanding the effects on HR-QoL of treatment for overactive bladder: a detailed analysis of EQ-5D clinical trial data for mirabegron

Abstract

Background:

Analysis of EQ-5D data often focuses on changes in utility, ignoring valuable information from other parts of the instrument. The objective was to explore how the utility index, EQ-5D profile, and EQ-VAS captured change in clinical trials of mirabegron, a new treatment for overactive bladder (OAB).

Data:

Data were pooled from three phase III clinical trials that investigated the efficacy and safety of mirabegron vs placebo. Tolterodine ER 4?mg was included as an active control in one study: (1) placebo, mirabegron 50?mg and 100?mg, and tolterodine 4?mg ER; (2) placebo, mirabegron 50?mg and 100?mg; (3) placebo, and mirabegron 25?mg and 50?mg. Data were collected at baseline, week 4, 8, and 12.

Methods:

Analyses were performed on full analysis and modified intention to treat (ITT) data sets using UK utilities. Analysis controlled for relevant patient characteristics. Analysis of Covariance identified changes from baseline at each time point in utilities and EQ-VAS. Areas Under the Curve were estimated to summarize inter-temporal differences in effect. EQ-5D profile data were analysed using the Paretian Classification of Health Change.

Results:

In modified ITT analyses, mirabegron 50?mg was superior to tolterodine 4?mg in changes from baseline utilities after 12 weeks (p?<?0.05); similarly, AUC results showed mirabegron 50?mg to be superior to tolterodine (p?<?0.05) and placebo (p?<?0.05) with the benefit already apparent at 4 weeks (p?<?0.05). EQ-VAS more consistently indicated superior outcomes: all three mirabegron doses showed statistically significant greater effectiveness compared to tolterodine at 12 weeks. Individual EQ-5D dimensions and the overall profile showed no significant differences between study arms.

Conclusion:

Mirabegron showed quicker and superior improvement in HR-QoL compared to tolterodine 4?mg ER. A limitation of the study is that EQ-5D was a secondary outcome in the pivotal trials, which were not powered to measure differences on EQ-5D.     

PRIVATIZATION OF WATER: EVALUATING ITS PERFORMANCE IN THE DEVELOPING WORLD

Private‐sector provision of water has been promoted in developing countries since 1990 in order to expand water service coverage to low‐income households. Decades later, the consequences of privatizing water utilities are still disputed. Some scholars have found that areas with privatized water services see positive development effects, while others contend that the private‐sector supply of a social good will always lead to its under‐provision. However, does more privatization of water provision in developing countries actually bring about more access to water? This paper hypothesizes that more private participation in water provision will not ensure more access to water at the national level. The relationship is tested using data on weighted percentages of private ownership of water utilities, and access to improved water sources from 1990 to 2015 across 62 countries. Multivariate OLS results indicate a positive relationship but with no statistical significance. 2SLS results, on the other hand, indicate a positive, small and statistically significant effect of water privatization on water access. Nonetheless, the causal mechanism behind these results must be further explored, given that the measured effect could be capturing the result of an increase in investment that is associated with private ownership of water utilities.     

基于PCA-ESDA的中国省域旅游经济时空差异分析

以中国大陆31个省级区域为研究单元,选取1999—2008年反映旅游经济的相关指标,利用SPSS16.0软件对数据进行主成分分析,计算出每个省份旅游经济的综合得分,然后对综合得分进行空间自相关分析。结果表明:中国旅游经济的发展水平总体上呈现从"长三角"及"珠三角"向内陆逐渐降低的特征。1999—2008年中国旅游经济发展全局空间自相关不显著,但局部空间自相关却表现出一定的规律性:沿海省份位于HH区,西部省份位于LL区,西南、部分东部和中部省份位于LH区和HL区。中国省域旅游经济发展呈现出一种持续的非均衡态势,1999—2008年中国省域旅游经济的总体空间格局并没有发生根本性的变化。省域旅游经济集聚的空间依赖性、省域经济发展水平、区位与资源禀赋、政府政策是影响中国省域旅游经济空间差异的主要原因。