943 resultados para DATA ENVELOPMENT ANALYSIS


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The Oporto Airport located in the northern region in Porto city is crucial because is the only one located in the northern region. This airport had an increasing in number of passengers, sales revenue and accumulated investment during the last two decades, principally after the introduction and the operation of the Low Cost Companies since 2004 to the present. In order to determine if the last changes had an impact in the competitiveness of this airport, the main aims is to analise the evolution of values of the technical efficiency and equate the results before and after the introduction of the LCCs in this airport. The methodology uses the Data Envelopment Analysis. Results show that the Oporto Airport efficiency increases highly after the introduction of LCCs since 2004. The main conclusions suggest the importance of the introduction of LCCs in the increasing efficiency of the Oporto Airport and the potential relation with tourism development in this region, but more strong studies are needed.

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This paper presents the results of a research that aimed at identifying optimal performance standards of Brazilian public and philanthropic hospitals. In order to carry out the analysis, a model based on Data Envelopment Analysis (DEA) was developed. We collected financial data from hospitals’ financial statements available on the internet, as well as operational data from the Information Technology Department of the Brazilian Public Health Care System – SUS (DATASUS). Data from 18 hospitals from 2007 to 2011 were analyzed. Our DEA model used both operational and financial indicators (variables). In order to develop this model, two indicators were considered inputs: Values (in Brazilian Reais) of Fixed Assets and Planned Capacity. On the other hand, the following indicators were considered outputs: Net Margin, Return on Assets and Institutional Mortality Rate. As regards the proposed model, there were five hospitals with optimal performance and four hospitals were considered inefficient, upon the analysis of the variables, considering the analyzed period. Analysis of the weights indicated the most relevant variables for determining efficiency and scale variable values, which is an important tool to aid the decision-making by hospital managers. Finally, the scale variables determined the returns on production, indicating that 14 hospitals work with scale diseconomies. This may indicate inefficiency in the resource management of the Brazilian public health-care system, by analyzing this set of proposed variables.

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With the exponential growth of the usage of web-based map services, the web GIS application has become more and more popular. Spatial data index, search, analysis, visualization and the resource management of such services are becoming increasingly important to deliver user-desired Quality of Service. First, spatial indexing is typically time-consuming and is not available to end-users. To address this, we introduce TerraFly sksOpen, an open-sourced an Online Indexing and Querying System for Big Geospatial Data. Integrated with the TerraFly Geospatial database [1-9], sksOpen is an efficient indexing and query engine for processing Top-k Spatial Boolean Queries. Further, we provide ergonomic visualization of query results on interactive maps to facilitate the user’s data analysis. Second, due to the highly complex and dynamic nature of GIS systems, it is quite challenging for the end users to quickly understand and analyze the spatial data, and to efficiently share their own data and analysis results with others. Built on the TerraFly Geo spatial database, TerraFly GeoCloud is an extra layer running upon the TerraFly map and can efficiently support many different visualization functions and spatial data analysis models. Furthermore, users can create unique URLs to visualize and share the analysis results. TerraFly GeoCloud also enables the MapQL technology to customize map visualization using SQL-like statements [10]. Third, map systems often serve dynamic web workloads and involve multiple CPU and I/O intensive tiers, which make it challenging to meet the response time targets of map requests while using the resources efficiently. Virtualization facilitates the deployment of web map services and improves their resource utilization through encapsulation and consolidation. Autonomic resource management allows resources to be automatically provisioned to a map service and its internal tiers on demand. v-TerraFly are techniques to predict the demand of map workloads online and optimize resource allocations, considering both response time and data freshness as the QoS target. The proposed v-TerraFly system is prototyped on TerraFly, a production web map service, and evaluated using real TerraFly workloads. The results show that v-TerraFly can accurately predict the workload demands: 18.91% more accurate; and efficiently allocate resources to meet the QoS target: improves the QoS by 26.19% and saves resource usages by 20.83% compared to traditional peak load-based resource allocation.

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Background To identify those characteristics of self-management interventions in patients with heart failure (HF) that are effective in influencing health-related quality of life, mortality, and hospitalizations. Methods and Results Randomized trials on self-management interventions conducted between January 1985 and June 2013 were identified and individual patient data were requested for meta-analysis. Generalized mixed effects models and Cox proportional hazard models including frailty terms were used to assess the relation between characteristics of interventions and health-related outcomes. Twenty randomized trials (5624 patients) were included. Longer intervention duration reduced mortality risk (hazard ratio 0.99, 95% confidence interval [CI] 0.97–0.999 per month increase in duration), risk of HF-related hospitalization (hazard ratio 0.98, 95% CI 0.96–0.99), and HF-related hospitalization at 6 months (risk ratio 0.96, 95% CI 0.92–0.995). Although results were not consistent across outcomes, interventions comprising standardized training of interventionists, peer contact, log keeping, or goal-setting skills appeared less effective than interventions without these characteristics. Conclusion No specific program characteristics were consistently associated with better effects of self-management interventions, but longer duration seemed to improve the effect of self-management interventions on several outcomes. Future research using factorial trial designs and process evaluations is needed to understand the working mechanism of specific program characteristics of self-management interventions in HF patients.

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In this study we use region-level panel data on rice production in Vietnam to investigate total factor productivity (TFP) growth in the period since reunification in 1975. Two significant reforms were introduced during this period, one in 1981 allowing farmers to keep part of their produce, and another in 1987 providing improved land tenure. We measure TFP growth using two modified forms of the standard Malmquist data envelopment analysis (DEA) method, which we have named the Three-year-window (TYW) and the Full Cumulative (FC) methods. We have developed these methods to deal with degrees of freedom limitations. Our empirical results indicate strong average TFP growth of between 3.3 and 3.5 per cent per annum, with the fastest growth observed in the period following the first reform. Our results support the assertion that incentive related issues have played a large role in the decline and subsequent resurgence of Vietnamese agriculture.

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There is a pressing need to address productivity analysis in the hospitality industry if hotels are to exist as sustainable business entities in rapidly maturing markets. Unfortunately, productivity ratios commonly used by managers are narrowly defined. This study illustrates data envelopment analysis of cross-sectional data that benchmark hotels on observed best performances. Data envelopment analysis enables management to integrate unlike multiple inputs and outputs to make simultaneous comparisons. Findings from the cross-sectional data suggest that some of the hotels have the potential to reduce number of beds and number of part-time staff while increasing revenue.

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The reasons for the spectacular collapse of so many centrally-planned economies are a source of ongoing debate. In this paper, we use detailed farm-level data to measure total factor productivity (TFP) changes in Mongolian grain and potato farming during the 14-year period immediately preceding the 1990 economic reforms. We measure TFP growth using stochastic frontier analysis (SFA) and data envelopment analysis (DEA) methods. Our results indicate quite poor overall performance, with an average annual TFP change of - 1.7% in grain and 0.8% in potatoes, over the 14-year period. However, the pattern of TFP growth changed substantially during this period, with TFP growth exceeding 7% per year in the latter half of this period. This suggests that the new policies of improved education, greater management autonomy, and improved incentives, which were introduced in final two planning periods in the 1980s, were beginning to have a significant influence upon the performance of Mongolian crop farming. Crown Copyright (C) 2002 Published by Elsevier Science B.V. All rights reserved.

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O presente trabalho utiliza a metodologia DEA (Data Envelopment Analysis ), para avaliar a efici??ncia das 22 Ag??ncias da Previd??ncia Social ??? Ger??ncia Executiva Fortaleza (APS-GEXFOR). DEA utiliza programa????o linear cujo n??cleo das estruturas anal??ticas ?? formado a partir do modelo original CCR (Charnes, Cooper, e Rhodes). Aplicada ??s DMU (Decision Making Units), define uma Fronteira de Efici??ncia identificando Unidades Eficientes e Ineficientes. Foi utilizado o modelo DEA-CCR implementado pelo software DEA Solver??. A Previd??ncia Social (INSS) disp??e de indicadores de desempenho. Algumas vari??veis utilizadas no modelo implementado derivam desses indicadores, outras informa????es foram disponibilizadas pelos sistemas de informa????o da institui????o. A avalia????o de efici??ncia DEA das APS-GEXFOR permitiu identificar as melhores pr??ticas, mensurar a participa????o de cada vari??vel envolvida na avalia????o da unidade e projetar as unidades ineficientes na fronteira de efici??ncia, identificando metas a serem atingidas para torn??-las eficientes no conjunto observado.

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O objetivo deste artigo ?? apresentar um modelo alternativo de an??lise da efici??ncia dos programas de p??s-gradua????o acad??micos em Administra????o, Contabilidade e Turismo, vinculados ??s institui????es de ensino superior p??blicas e privadas. O estudo tem como base te??rica a efici??ncia e a otimiza????o de recursos, tomando como refer??ncia a maximiza????o do retorno, sujeito ??s limita????es de recursos. Como modelo anal??tico foi utilizada a An??lise Envolt??ria de Dados (DEA), enquanto t??cnica n??o param??trica de an??lise da efici??ncia relativa. Os resultados apontaram que os programas de p??s-gradua????o foram mais eficientes em 2006, seguido por 2004 e 2005, respectivamente. Notou- se ainda que, em m??dia, os programas vinculados ??s institui????es privadas de ensino foram mais eficientes que os da rede p??blica no tri??nio 2004/2006. Os gestores desses programas podem utilizar a an??lise da efici??ncia relativa como estrat??gia de benchmarking, adotando as melhores pr??ticas observadas nos programas eficientes, visando ?? maximiza????o da efici??ncia em sua gest??o.

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Este trabalho tem por objetivo identificar a eficiência técnica e as mudanças quanto à produtividade dos Institutos Federais de Educação, Ciência e Tecnologia (IF) no período de 2012 e 2013, perfazendo uma amostra formada por 19 unidades. Paralelamente a isso, procedeu-se a uma análise sobre a expansão da Rede Federal e os gastos correntes por aluno envolvido no processo de interiorização do ensino profissional e tecnológico. Como vertente teórica, discutiu-se a teoria do capital humano (SCHULTZ, 1960, 1961, 1962; BECKER, 1960; MINCER, 1958) junto às formas de investimentos em educação no Brasil e a sua política de prestação de contas. Para operacionalizar a pesquisa, verificou-se a eficiência técnica por meio da metodologia Análise Envoltória de Dados (DEA) utilizando os indicadores elaborados pela Secretaria de Educação Profissional e Tecnológica (SETEC) instituídos pelo Tribunal de Contas da União (TCU) e apresentados anualmente no Relatório de Prestação de Contas Anual. O resultado referente à eficiência demonstra que apenas 31% dos institutos federais analisados atingiram o escore de eficiência em 2012 e também em 2013. Porém, quando analisada a produtividade através do tempo com o Índice de Malmquist, é possível notar que 63% dos institutos federais estão se deslocando para a fronteira de eficiência demonstrando aumento do produto educação dentro das unidades. Adicionalmente, com o teste de diferença de médias (teste t), ocorreram evidências de que os institutos federais considerados eficientes apresentaram melhores resultados médios de concluintes e menores gastos correntes por aluno matriculado indicando que a obtenção do resultado pode não estar condicionada a maiores dispêndios financeiros.

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ABSTRACTThis paper analyzes the changes in the total factor productivity index of a Spanish hotel chain in the period from 2007 to 2010 with the purpose of identifying efficiency patterns for the chain in a period of financial crisis. The data envelopment analysis (DEA) Malmquist productivity index was used to estimate productivity change in 38 hotels of the AC chain. Results reveal AC hotels' efficiency trends and, therefore, their competitiveness in the recession period; they also show the changes experienced in these hotels' total productivity and its components: technological and efficiency changes. Positive efficiency changes were due to positive technical efficiency rather than technological efficiency. The recession period certainly influenced the performance of AC Hotels, which focused on organizational changes rather than investing in technology.

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Copyright © 2013 Springer Netherlands.

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Copyright © 2013 Springer Netherlands.

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Copyright © 2013 Springer Netherlands.

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Copyright © 2013 Springer Netherlands.