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Efficiency Scores (efficiency + score)
Selected AbstractsEffects of machinery-sharing arrangements on farm efficiency: evidence from SwedenAGRICULTURAL ECONOMICS, Issue 5 2010Karin Larsén Machinery-sharing; Partnerships; Data envelopment analysis Abstract The effects of partnerships, in the form of machinery-sharing arrangements, on farm efficiency are analyzed using data for Swedish crop and livestock farms. Efficiency scores are obtained using Data Envelopment Analysis and the findings suggest that efficiency is, on average, higher among partnership farms compared to nonpartnership farms. Moreover, partnership farms that are characterized by the most extensive form of collaboration, that is, that share all machinery with one or several other farms, display the highest average efficiency. In a two-stage procedure in which efficiency determinants are analyzed in the second stage, the bootstrap procedures suggested by Simar and Wilson (2007) are applied in addition to the conventionally used Tobit regression. Participation in partnership arrangements is found to have a positive and statistically significant impact on farm efficiency. [source] PRODUCTIVE EFFICIENCY IN THE IVORIAN MANUFACTURING SECTOR: AN EXPLORATORY STUDY USING A DATA ENVELOPMENT ANALYSIS APPROACHTHE DEVELOPING ECONOMIES, Issue 4 2005KARINE CHAPELLE The African industrial structure is characterized by firm-size heterogeneity with the coexistence of small, if not micro, enterprises in the informal sector and large formal organizations operating with modern technology. In this paper, using the Data Envelopment Analysis production frontier methodology, we investigate the technical efficiency of Ivorian manufacturing firms in four sectors of economic activity: textiles and garments, metal products, food processing, and wood and furniture. Efficiency scores are adjusted to take into account the impact of the external operating environment. These scores are then broken down into three elements: the purely managerial effect, the impact of the scale of production, and a technological effect capturing the potential gain that could result from the adoption of modern technology by small informal organizations. Not only formal activities prove to be more efficient in scaling their production but also, they greatly benefit from their modem technology. [source] Microdebriders Used in Functional Endoscopic Sinus Surgery: Secondary Analysis and Validation of a New Tissue Model,THE LARYNGOSCOPE, Issue 9 2005Sandeep P. Dave MD Abstract Objectives/Hypothesis: To validate a previously reported in vitro tissue model for microdebrider comparison and determine which microdebrider, tissue type, blade type, and suction strength is most efficient. Specifically, the goal of the secondary analysis is to expand on the results of the preliminary analy-sis by increasing the sample size, and introduce an aspiration efficiency score (AES) to facilitate microdebrider comparison. Study Design: Prospective randomized comparison. Methods: A prospective randomized comparison of the Diego Powered Dissector and XPS 3000 Powered ENT System was conducted using a soft tissue and a firm tissue model. In addition to evaluating tissue aspiration with straight and angled blades, clogging rates and clearance times were measured. Both standard wall suction and liposuction were used. Basic statistical analysis, a one-way analysis of variance, and a post hoc Student's t test were performed to compare outcomes. Results: With standard wall suction, the microdebriders were equivalent for the overall microdebrider comparison. For the "head to head" comparison with standard wall suction, the devices were also equivalent when using the straight blades, but the XPS 3000 aspirated more tissue when using the angled blades. With liposuction, the XPS 3000 and liposuction independently aspirated more tissue but clogged more often compared with the Diego PD and regular suction. The aspiration efficiency of soft tissue (oysters) and straight blades was superior compared with firm tissue (scallops) and angled blades. For the "head to head" comparison with liposuction, the XPS 3000 aspirated more tissue regardless of tissue type, but the Diego PD clogged less with firm tissue (scallops). Overall, the AES favored the XPS 3000, soft tissue (oysters), straight blades, and liposuction. Conclusion: Our tissue model represents a reliable and reproducible means of microdebrider comparison. Statistically significant differences between the Diego PD and XPS 3000, as well as between tissue types, blade types, and suction strengths, are reported. Using these results, microdebrider manufacturers can adopt similar tissue models, expand on the current AES, and include other commercially available microdebrider devices to test and report product performance to the consumer. Perhaps an optimal open to closed ratio or liposuction pressure can be determined that yields the greatest tissue aspiration with the fewest number of clogs. [source] Simulator Training Improves Fiber-optic Intubation Proficiency among Emergency Medicine ResidentsACADEMIC EMERGENCY MEDICINE, Issue 11 2008Emily Binstadt MD Abstract Objectives:, The objective was to observe how a workshop using a virtual reality bronchoscopy simulator and computer-based tutorial affects emergency medicine (EM) resident skill in fiber-optic intubation. Methods:, In this observational before-and-after study, EM resident performance on three simulated pediatric difficult airway cases was observed before and after a short computer-based tutorial and 10 minutes of self-directed practice. The primary outcome was the total time required to place the endotracheal tube (ETT), secondary outcomes included the number of endoscope collisions with mucosa, and a calculated efficiency score measuring the proportion of time participants spent looking at correct central airway structures. Nonparametric Wilcoxon signed rank tests compared performance on the first versus the repeat attempt for each of the three simulated cases. Participants were surveyed regarding their assessments of the experience. Results:, Significant decreases in median procedure times and number of scope collisions and increases in median efficiency scores were seen for Cases 1 and 2. Case 3 showed no significant changes in outcomes between first and repeat attempts. Participants positively assessed the training and felt that its use would improve clinical practice. Conclusions:, Participation in a simulation-based fiber-optic intubation skill workshop can improve fiber-optic intubation performance rapidly among EM residents. Future research should evaluate if this enhanced performance translates to improved clinical performance in the emergency department (ED). [source] Measuring Efficiency: A Comparison of Multilevel Modelling and Data Envelopment Analysis in the Context of Higher EducationBULLETIN OF ECONOMIC RESEARCH, Issue 2 2006Jill JohnesArticle first published online: 15 MAR 200 I21; C14; C16 Abstract Data envelopment analysis (DEA) and multilevel modelling (MLM) are applied to a data set of 54,564 graduates from UK universities in 1993 to assess whether the choice of technique affects the measurement of universities' performance. A methodology developed by Thanassoulis and Portela (2002; Education Economics, 10(2), pp. 183,207) allows each individual's DEA efficiency score to be decomposed into two components: one attributable to the university at which the student studied and the other attributable to the individual student. From the former component, a measure of each institution's teaching efficiency is derived and compared to the university effects from various multilevel models. The comparisons are made within four broad subjects: pure science, applied science, social science and arts. The results show that the rankings of universities derived from the DEA efficiencies which measure the universities' own performance (i.e., having excluded the efforts of the individuals) are not strongly correlated with the university rankings derived from the university effects of the multilevel models. The data were also used to perform a university-level DEA. The university efficiency scores derived from these DEAs are largely unrelated to the scores from the individual-level DEAs, confirming a result from a smaller data set (Johnes, 2006a; European Journal of Operational Research, forthcoming). However, the university-level DEAs provide efficiency scores which are generally strongly related to the university effects of the multilevel models. [source] A National Study of Efficiency for Dialysis Centers: An Examination of Market Competition and Facility Characteristics for Production of Multiple Dialysis OutputsHEALTH SERVICES RESEARCH, Issue 3 2002Hacer Ozgen Objective. To examine market competition and facility characteristics that can be related to technical efficiency in the production of multiple dialysis outputs from the perspective of the industrial organization model. Study Setting. Freestanding dialysis facilities that operated in 1997 submitted cost report forms to the Health Care Financing Administration (HCFA), and offered all three outputs,outpatient dialysis, dialysis training, and home program dialysis. Data Sources. The Independent Renal Facility Cost Report Data file (IRFCRD) from HCFA was utilized to obtain information on output and input variables and market and facility features for 791 multiple-output facilities. Information regarding population characteristics was obtained from the Area Resources File. Study Design. Cross-sectional data for the year 1997 were utilized to obtain facility-specific technical efficiency scores estimated through Data Envelopment Analysis (DEA). A binary variable of efficiency status was then regressed against its market and facility characteristics and control factors in a multivariate logistic regression analysis. Principal Findings. The majority of the facilities in the sample are functioning technically inefficiently. Neither the intensity of market competition nor a policy of dialyzer reuse has a significant effect on the facilities' efficiency. Technical efficiency is significantly associated, however, with type of ownership, with the interaction between the market concentration of for-profits and ownership type, and with affiliations with chains of different sizes. Nonprofit and government-owned facilities are more likely than their for-profit counterparts to become inefficient producers of renal dialysis outputs. On the other hand, that relationship between ownership form and efficiency is reversed as the market concentration of for-profits in a given market increases. Facilities that are members of large chains are more likely to be technically inefficient. Conclusions. Facilities do not appear to benefit from joint production of a variety of dialysis outputs, which may explain the ongoing tendency toward single-output production. Ownership form does make a positive difference in production efficiency, but only in local markets where competition exists between nonprofit and for-profit facilities. The increasing inefficiency associated with membership in large chains suggests that the growing consolidation in the dialysis industry may not, in fact, be the strategy for attaining more technical efficiency in the production of multiple dialysis outputs. [source] Evaluating the efficiency of a small hotel chain with a Malmquist productivity indexINTERNATIONAL JOURNAL OF TOURISM RESEARCH, Issue 3 2005Carlos Pestana Barros Abstract By applying data envelopment analysis (DEA) a two-stage procedure is followed to evaluate the determinants of efficiency of a Portuguese public-owned hotel chain, Enatur for the period 1999 to 2001. In the first stage the paper estimates the Malmquist index and breaks it down into technical efficiency and technological change. In the second stage, a Tobit econometric model, designed to relate efficiency scores, along with other managerial and contextual variables, is used to identify the efficiency drivers. The implications of this study for managerial purposes are then discussed. Copyright © 2005 John Wiley & Sons, Ltd. [source] Relative Performance Evaluation of Mutual Funds: A Non-Parametric ApproachJOURNAL OF BUSINESS FINANCE & ACCOUNTING, Issue 7-8 2001Yoon K. Choi We propose an alternative mutual fund performance index which addresses the benchmark problem and controls for economies of scale in managing mutual funds. We advance a new concept of ,return-cost' efficiency as another important element in evaluating portfolio management, in addition to the mean-variance efficiency concept. Our index based on a non-parametric estimation is shown to be similar to the Sharpe index with multiple slopes (or factors). We have shown that all fund categories, except income funds, have similar average efficiency scores after controlling for economies of scale. Most funds operate in increasing returns to scale and seem to be successful in holding mean-variance efficient portfolios, but unsuccessful in allocating transaction costs efficiently, evidenced by excessive turnovers and loads. [source] Measuring technical efficiency in the stochastic varying coefficient frontier modelAGRICULTURAL ECONOMICS, Issue 4 2009Giannis Karagiannis Stochastic varying coefficient frontier model; Technical efficiency; Nonneutral frontier models; Olive-farms Abstract Due to the assumption that the best practice methods refer to each input separately instead of the whole set of inputs used by a firm, the benchmark technology as defined in the stochastic varying coefficient frontier model may be infeasible and theoretically improper whenever the maximum response coefficients are not coming from the same production unit. To overcome this problem, we propose alternative measures of output-oriented and single-factor technical efficiencies inspired from the maximum likelihood formulation of the nonneutral frontier model. The empirical results indicate that there are significant differences between the two in terms of the estimated efficiency scores but not significant differences we detected in terms of the efficiency ranking. [source] Political Influence and the Banking Sector: Evidence from Korea,OXFORD BULLETIN OF ECONOMICS & STATISTICS, Issue 1 2007Jaewook An Abstract This paper uses panel data to compare the performance of Korean banks with and without effective government control of the appointment of chief operating officers. A privatization programme succeeded in spreading ownership of banks widely among the public, but government retention of an ownership stake in an institution meant de facto control by government. Despite charging lower loan rates, banks controlled by government experience higher bad loans ratios. This is in line with expectations of regulatory forbearance and government protection for recipients of political loans. Banks controlled by government are less efficient than privately controlled banks and bad loan variables are higher at banks with lower efficiency scores. [source] Efficiency of Junior High Schools and the Role of Proprietary StructureANNALS OF PUBLIC AND COOPERATIVE ECONOMICS, Issue 4 2003by Gian Paolo Barbetta We analyze a sample of 497 schools located in Piemonte, a region in the North-Western part of the country, distinguishing between public, private for-profit and private nonprofit schools. In stage one of the analysis, we provide robust estimates of efficiency scores, using the two most widely known techniques in applied works, namely Data Envelopment Analysis (DEA) and Stochastic Frontiers (SF). In stage two, we suggests that proprietary structure matters in explaining efficiency. Nonprofit schools are more efficient than public ones, whereas for-profit counterparts are outperformed by public producers. Moreover, we find that foreign and disabled students affects negatively efficiency, raising concerns for cream-skimming practices among private producers. Finally, school size is another important determinant of efficiency. [source] Backyard Hog Production Efficiency: Evidence from the Philippines,ASIAN ECONOMIC JOURNAL, Issue 3 2008Amin W. Mugera D13; O13; Q12; R30 This article investigates the economic efficiency and the factors associated with efficiency for a sample of 126 hog producers in the Philippines. The input-oriented efficiency indices are computed and bootstrapped using data envelopment analysis. Econometric analysis of the factors influencing the efficiency indices are conducted using the Tobit model. Fixed capital does not influence the efficiency scores, whereas labor does negatively influence the efficiency indices. On average, technical efficiency is low, an indication that most households are not using the most efficient technology. Scale efficiency is fairly high but constrained by lack of operating capital and managerial skills. Technical efficiency is constrained by lack of access to credit and limited experience in hog production. [source] Simulator Training Improves Fiber-optic Intubation Proficiency among Emergency Medicine ResidentsACADEMIC EMERGENCY MEDICINE, Issue 11 2008Emily Binstadt MD Abstract Objectives:, The objective was to observe how a workshop using a virtual reality bronchoscopy simulator and computer-based tutorial affects emergency medicine (EM) resident skill in fiber-optic intubation. Methods:, In this observational before-and-after study, EM resident performance on three simulated pediatric difficult airway cases was observed before and after a short computer-based tutorial and 10 minutes of self-directed practice. The primary outcome was the total time required to place the endotracheal tube (ETT), secondary outcomes included the number of endoscope collisions with mucosa, and a calculated efficiency score measuring the proportion of time participants spent looking at correct central airway structures. Nonparametric Wilcoxon signed rank tests compared performance on the first versus the repeat attempt for each of the three simulated cases. Participants were surveyed regarding their assessments of the experience. Results:, Significant decreases in median procedure times and number of scope collisions and increases in median efficiency scores were seen for Cases 1 and 2. Case 3 showed no significant changes in outcomes between first and repeat attempts. Participants positively assessed the training and felt that its use would improve clinical practice. Conclusions:, Participation in a simulation-based fiber-optic intubation skill workshop can improve fiber-optic intubation performance rapidly among EM residents. Future research should evaluate if this enhanced performance translates to improved clinical performance in the emergency department (ED). [source] Measuring Efficiency: A Comparison of Multilevel Modelling and Data Envelopment Analysis in the Context of Higher EducationBULLETIN OF ECONOMIC RESEARCH, Issue 2 2006Jill JohnesArticle first published online: 15 MAR 200 I21; C14; C16 Abstract Data envelopment analysis (DEA) and multilevel modelling (MLM) are applied to a data set of 54,564 graduates from UK universities in 1993 to assess whether the choice of technique affects the measurement of universities' performance. A methodology developed by Thanassoulis and Portela (2002; Education Economics, 10(2), pp. 183,207) allows each individual's DEA efficiency score to be decomposed into two components: one attributable to the university at which the student studied and the other attributable to the individual student. From the former component, a measure of each institution's teaching efficiency is derived and compared to the university effects from various multilevel models. The comparisons are made within four broad subjects: pure science, applied science, social science and arts. The results show that the rankings of universities derived from the DEA efficiencies which measure the universities' own performance (i.e., having excluded the efforts of the individuals) are not strongly correlated with the university rankings derived from the university effects of the multilevel models. The data were also used to perform a university-level DEA. The university efficiency scores derived from these DEAs are largely unrelated to the scores from the individual-level DEAs, confirming a result from a smaller data set (Johnes, 2006a; European Journal of Operational Research, forthcoming). However, the university-level DEAs provide efficiency scores which are generally strongly related to the university effects of the multilevel models. [source] Potentiel de Productivité et Efficacité Technique du Secteur Agricole en AfriqueCANADIAN JOURNAL OF AGRICULTURAL ECONOMICS, Issue 3 2006Joachim Binam Nyemeck This study utilizes frontier metaproduction functions to analyze inter-region agricultural productivity differences. Technical efficiency scores are examined through estimation of stochastic frontiers for 16 African countries divided into three different regions (West Africa, East and Southern Africa, and North Africa) from 1970 to 2001. The idea is to explore the differences in efficiency and technological gaps of agricultural sector. Apart of common traits that characterize African agricultural sector, countries exhibit national and regional specificities. These diversities are such that it is difficult to make valuable generalizations. It appears from the results that: in West Africa, the level of technology is relatively good, meaning that there is no problem of input constraints. By contrast, the efficiency with which inputs are used is very low. The situation is very different in the East and Southern Africa, with the level of technology relatively low and appreciable technical level. At least, the North Africa countries make a performing mixture between technology and efficiency. Cette étude utilise les Meta frontières de production pour analyser les différences inter-régionales de la productivité agricole. Les niveaux d'efficacité technique sont examinées par l'estimation des frontières stochastiques de 16 pays africains regroupés en trois régions (l'Afrique de l'Ouest, l'Afrique de l'Est et Australe, et l'Afrique du Nord), sur une période allant de 1970 à 2001. L'idée étant d'explorer les différences d'efficacité et les écarts technologiques du secteur agricole. Au-delà des simples traits communs qui caractérisent le secteur agricole africain, on trouve des expériences nationales et régionales dont il est difficile, du fait de leur grande diversité, de tirer des généralisations valables. Des résultats de l'étude, il ressort que: en Afrique de l'Ouest, le niveau technologique est relativement satisfaisant, traduisant le fait que la présence des inputs ne représente pas une contrainte. Par contre le niveau d'efficacité avec lequel ces intrants sont utilisés est assez faible. La situation est tout autre en Afrique de l'Est et Australe avec un niveau technologique relativement faible et un niveau d'efficacité appréciable. L'Afrique du nord enfin fait un savant dosage entre efficacité et technologie. [source] |