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Data Envelopment Analysis of Corporate Failure for Non-manufacturing Firms using a Slacks-based ModelWilson, D'Andre 17 August 2012 (has links)
The purpose of this work was to study the ability of the Slacks-Based Model of Data Envelopment Analysis in the prediction of corporate failure of non-manufacturing companies as compared to Altman’s Z’’ score model. This research looks at non-manufacturing firms specifically and attempts to classify companies without looking at the asset size of the firm. A DEA model based on the Altman’s Z’’ score financial ratios was created as well as a revised DEA model. The overall accuracy of the models showed the revised DEA model to be more accurate than the original DEA model as well as the Altman Z’’ score. This indicated that bankruptcy could be predicted without the use of total assets or liabilities as variables. This also showed the ability of an SBM DEA model to predict bankruptcy.
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Evaluation of Bank Branch Growth Potential Using Data Envelopment AnalysisLaPlante, Alex 20 November 2012 (has links)
Banks occasionally employ frontier efficiency analyses to objectively identify best practices within their organizations. Amongst the frontier efficiency analyses identified in the literature, Data Envelopment Analysis (DEA) was found to be one of the leading approaches. DEA has been successfully applied in many bank branch performance evaluations using traditional intermediation, profitability and production approaches. However, there has been little focus on assessing the growth potential of individual branches.
This research presents six models that examine four perspectives of branch growth. Each model was applied to the branch network of one of Canada’s top five banks to gauge the growth potential of individual branches and to provide tailored improvement recommendations. Using various analysis methodologies, the results of each model were examined and their functionality assessed. Based on these findings, three models were deemed to produce significant results, while the remaining three failed to attain viable results.
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New Approaches For Performance Evaluation Using Data Envelopment AnalysisOzpeynirci, Nail Ozgur 01 June 2004 (has links) (PDF)
Data Envelopment Analysis (DEA) assigns efficiency values to decision making units (DMU) in a given period by comparing the outputs with the inputs. In many applications, inputs and outputs of DMUs are monitored over time. There might be a time lag between the consumption of inputs and production of outputs. We develop approaches that aim to capture the time lag between the outputs and the inputs in assigning the efficiency values to DMUs. We present computational results on randomly generated problems as well as on an application to R& / D institutes of the Scientific and Technical Research Council of Turkey (TÜ / BiTAK).
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Measurement of Dynamic Efficiency in Production : An Application of Data Envelopment Analysis to Japanese Electric UtilitiesNemoto, Jiro, Goto, Mika January 2003 (has links)
No description available.
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The measurement of the performance of New Zealand tertiary education institutions and the demand for their servicesSmart, Warren January 2009 (has links)
This thesis explored the measurement of performance of New Zealand tertiary education institutions (TEIs) and the demand for their services. This involved analysing the research performance of New Zealand universities, analysing the productive efficiency of New Zealand TEIs and examining the choice of provider by bachelor’s degree starters. Bibliometric data was used to measure the research productivity of New Zealand universities. This showed that following a fall during the early 2000s, the research productivity of New Zealand universities increased following the introduction of the Performance-Based Research Fund (PBRF). A multi-dimensional analysis of university research performance between 2000 and 2005 showed that no individual university was top in all four of the performance measures assessed. The overall performance of three universities, Massey University, Lincoln University and Auckland University of Technology, were noticeably below that of the other five universities. Data Envelopment Analysis (DEA) was then applied to input and output data of New Zealand TEIs to analyse their productive efficiency. In 2006, polytechnics that had: low levels of bachelor’s degree provision, were not regionally based, had a high proportion of subcontracting and were larger institutions, achieved higher levels of pure technical efficiency. The analysis showed that several polytechnics could improve their technical efficiency by reducing their scale of operations. In polytechnics, higher technical efficiency was associated with better financial performance. A number of technically efficient polytechnics struggled financially, indicating that the overall efficiency of the polytechnic sector was not high, or the funding model they operate under is not appropriate. The analysis also showed that decreasing bachelor’s degree provision, poor financial performance in the previous year, an increase in provision of community education, was associated with higher growth in total factor productivity between 1996 and 2006. The application of DEA to Australasian university data between 1997 and 2005 showed that New Zealand universities performed relatively well in terms of relative pure technical efficiency, compared with their Australian counterparts. However, the total factor productivity of New Zealand universities increased at a lower rate, on average, than that of the Australian Group of Eight and newer Australian universities. The application of DEA to a dataset of the participating TEIs in the PBRF showed that polytechnics had lower technical efficiency, on average, than other TEIs. The choices of bachelor’s degree starters in 2006 were analysed for evidence of a lack of parity of esteem between university and polytechnic degrees. The results showed that a lack of parity of esteem between polytechnic and university degrees may be influencing student choices. Students from higher deciles schools, with higher secondary school qualifications, Asians, students who travel for study, were all more likely to enrol in a university to start a bachelor’s degree. There was less clear cut evidence of a lack of parity of esteem between selected groupings of New Zealand universities. However, there did appear to be a lack of parity of esteem between the four older metropolitan universities and the two newest universities, with signs the former were held in higher esteem.
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Effizienzmessung im Vertrieb Spezifikation und Anwendung der Data-Envelopment-Analysis am Beispiel des AutomobilvertriebsSchlamp, Rainer January 2005 (has links)
Zugl.: Eichstätt, Ingolstadt, Univ., Diss., 2005
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A new approach to performance measurement using data envelopment analysis implications for organisation behaviour, corporate governance and supply chain management /Manzoni, Alex. January 2007 (has links)
Thesis (D.B.A.)--Victoria University (Melbourne, Vic.), 2007. / Includes bibliographical references.
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Messung ökologischer Effizienz mittels Data Envelopment Analysis /Allen, Katrin. Dyckhoff, Harald. January 2002 (has links) (PDF)
Techn. Hochsch., Diss.--Aachen, 2002. / Literaturverz. S. [235] - 256.
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Competing models of effectiveness in research centers and institutes in the Florida State University system a data envelopment analysis /Lee, Deokro. Brower, Ralph S. January 1900 (has links)
Thesis (Ph. D.)--Florida State University, 2004. / Advisor: Dr. Ralph S. Brower, Florida State University, College of Social Sciences, Dept. Public Administration and Policy. Title and description from dissertation home page (viewed Sept. 24, 2004). Includes bibliographical references.
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Three essays on banks' relative efficiencyGuillén, Jorge January 1900 (has links)
Thesis (Ph. D.)--West Virginia University, 2006. / Title from document title page. Document formatted into pages; contains vi, 109 p. : ill., maps. Includes abstract. Includes bibliographical references (p. 103-109).
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