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Assessing efficiency profiles of UK commercial banks: a DEA analysis with regression-based feedback

Jamal Ouenniche, Skarleth Carrales
2018 Annals of Operations Research  
In this paper, we propose a new DEA-based analysis framework with a regression-based feedback mechanism, where regression analysis provides DEA with feedback that informs about the relevance of the inputs  ...  We use the proposed framework to address several research questions related to both the efficiency of the UK commercial banking sector and DEA analyses with and without regression-based feedback.  ...  , and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s10479-018-2797-z fatcat:4ysvqrkwxjahrhmaocso6gcusq

Multi-criteria ranking of corporate distress prediction models: empirical evaluation and methodological contributions

Mohammad Mahdi Mousavi, Jamal Ouenniche
2018 Annals of Operations Research  
In this paper, we propose a new DEA-based analysis framework with a regression-based feedback mechanism, where regression analysis provides DEA with feedback that informs about the relevance of the inputs  ...  We use the proposed framework to address several research questions related to both the efficiency of the UK commercial banking sector and DEA analyses with and without regression-based feedback.  ...  A DEA Analysis with Regression-based Feedback Mechanism In this section, we shall describe the methodology and models we propose for assessing the efficiency profile of UK commercial banks.  ... 
doi:10.1007/s10479-018-2814-2 fatcat:nlkp7h6bxnaa3pq447f2ogm3t4

Assessing Bank Performance with Operational Research and Artificial Intelligence Techniques: A Survey

Meryem Duygun Fethi, Fotios Pasiouras
2009 Social Science Research Network  
This paper presents a comprehensive review of 179 studies which employ operational research (O.R.) and Artificial Intelligence (A.I.) techniques in the assessment of bank performance.  ...  and the assessment of bank creditworthiness and underperformance.  ...  propose a Generic Self-organizing Fuzzy Neural Network (GenSoFNN) based on the compositional rule of inference (CRI) to predict bank failure.Multiple discriminant analysis (MDA) and logistic regression  ... 
doi:10.2139/ssrn.1350544 fatcat:u7ryevbq2za6bbsyed3t3hmaeu

Twenty Years of Mortgage Banking in Slovakia

Eva Horvatova
2020 International Journal of Financial Studies  
To evaluate these issues VAR (Vector Autoregression) models, models of panel and linear regression and DEA (Data Envelopment Analysis) models were used.  ...  The results of DEA point out that the largest banks in Slovakia were the most efficient in the pre-crisis year 2007.  ...  This research was funded by Faculty of National Economy University of Economics in Bratislava and in the framework of the project MUNI/A/1081/2019 too. All support is greatly acknowledged.  ... 
doi:10.3390/ijfs8030056 fatcat:pqxigjfe6rbaxpf5pqvoecxaga

The Impact of Service Quality on Customer Loyalty: A Study of Banks in Penang, Malaysia

Lo Liang Kheng, Osman Mahamad, T. Ramayah, Rahim Mosahab
2010 International Journal of Marketing Studies  
The emergence of new forms of banking channels such as Internet banking, Automated Teller Machines (ATM), phone banking and also maturing financial market and global competition have forced bankers to  ...  The underlying model of SERVQUAL (Parasuraman et al., 1988) with five dimensions was used by this research to evaluate the impact of service quality on customer loyalty among bank customers in Penang,  ...  Wu et al. (2006) integrates data envelopment analysis (DEA) and neural network (NNs) to examine the relative branch efficiency.  ... 
doi:10.5539/ijms.v2n2p57 fatcat:ljovaxyqjbc6vgvhen7am2q6wi

BESP – benchmarking of Portuguese secondary schools

Maria Conceição A. Silva Portela, Ana Santos Camanho, Diogo Nóvoa Borges
2011 Benchmarking : An International Journal  
Purpose -The purpose of this paper is to illustrate the implementation of a web-based platform integrating benchmarking and data envelopment analysis (DEA) for the Portuguese secondary schools.  ...  The platform allows the comparison of a school with others in a given indicator, shows an aggregate performance indicator, constructed through data envelopment analysis (DEA) and allows the construction  ...  In Denmark, there is an internet-based benchmarking system, applied to Danish commercial and savings banks, that incorporates a DEA model.  ... 
doi:10.1108/14635771111121694 fatcat:nmjmnkgsdvbpbgmlupyxe4vvsq

Evaluating energy performance in non-domestic buildings: A review

E.H. Borgstein, R. Lamberts, J.L.M. Hensen
2016 Energy and Buildings  
With an increasing focus on energy use of buildings worldwide, this evaluation assumes a fundamental importance.  ...  The use of performance evaluation in energy efficiency programmes and standards is mapped.  ...  Ruiz extends DEA with a consideration of "expert preferences" to help prevent the selection of inappropriate benchmarks [143] . Overall, DEA is not a widely used technique.  ... 
doi:10.1016/j.enbuild.2016.07.018 fatcat:icstrrdpivcclaoqw23xjnbg6m

International Journal of Business and Management, Vol. 4, No. 8, August 2009, all in one PDF file

Editor IJBM
2009 International Journal of Business and Management  
approach-Data Envelopment Analysis (DEA) to estimate the technical and scale efficiency of Malaysian commercial banks.  ...  The efficiency of commercial banks in Malaysia was first examined by applying the DEA approach for each year by using a separate frontier for domestic and foreign banks.  ...  Note that if the first type of approach deals with comparative static, the second refers rather to a continuous analysis. Note 6.  ... 
doi:10.5539/ijbm.v4n8p0 fatcat:mbrch7v3gnblxllyzxymzpe7xy

Strategy, performance and operational research

Robert G Dyson
2000 Journal of the Operational Research Society  
A random noise term was also added with a standard devia- tion of 0.05. The DEA CRS, VRS, NIRS, NDRS models were then used to compute, for each set of 250 DMUs, the corre- sponding DEA efficiencies.  ...  The above measures often use centrally imposed values as weights or parameters, but more recently the field of data envelopment analysis (DEA)*' has relied on flexible local values to produce the DEA efficiency  ... 
doi:10.1057/palgrave.jors.2600916 fatcat:sn2r5rjxjbegte3fbxwcwazgbm

Making Use of Operations Research Techniques in Nigerian Business Organizations

Ighomereho Ighomereho
2013 IOSR Journal of Business and Management  
It is a kit of scientific and programmable rules that provide managers at all levels with a quantitative basis for decision-making.  ...  The principles and concepts of Operations Research could be very helpful in a dynamic, competitive and complex business environment like the Nigerian business environment.  ...  DEA (Data Envelope Analysis): DEA (Data Envelope Analysis) is a nonparametric, a linear programming model.  ... 
doi:10.9790/487x-0740113 fatcat:3jvowxtukrbdpfy5xxr6krqqxu

Towards a General Theory of Financial Regulation: Predicting, Measuring and Preventing Financial Crises

Carolyn V. Currie
2005 Social Science Research Network  
Case studies of regulatory failure in an advanced and an emerging nation illustrate the necessity for a staged approach to liberalisation of a financial system, which takes account of the capacity of the  ...  The comparison of fin de millennium solutions in advanced nations of integrated supervisors also illustrates the correct embodiment of government goals in regulatory models and the importance of feedback  ...  Presenting this analysis of the Indonesia crisis at the Indonesian Chamber of Commerce in Jakarta on 14 th February, 2002 at the invitation of Mr Suryo Sulisto was a great source of inspiration.  ... 
doi:10.2139/ssrn.877035 fatcat:pucl5vgnwbarbf5xzbzo2a2bei

Measuring and optimising the efficiency of community hospital inpatient care for older people: the MoCHA mixed-methods study

John Young, Claire Hulme, Andrew Smith, John Buckell, Mary Godfrey, Claire Holditch, Jessica Grantham, Helen Tucker, Pam Enderby, John Gladman, Elizabeth Teale, Jean-Christophe Thiebaud
2020 Health Services and Delivery Research  
Study 5 – regression analyses were conducted using data from the Atlas of Variation Map 61 (rate of emergency admissions to hospital for people aged ≥ 75 years with a length of stay of < 24 hours) and  ...  Significant economies of scale were found: a 1% rise in output was associated with an average 0.85% increase in costs.  ...  We thank the staff at the Atlas of Variation for providing us with data on secondary care utilisation.  ... 
doi:10.3310/hsdr08010 fatcat:yzvimehh4nechndi5f5h73rnza

Risk management strategies for finding universal portfolios

Esther Mohr, Robert Dochow
2016 Annals of Operations Research  
To rise to the challenge of a landscape of operational complexity organisations are moving their analytics from traditional statistics, through predictive models, into cognitive analytics.  ...  Cognitive computing systems overcome the challenge of creating, integrating and managing unstructured, analogue-text data through a massively parallel processing system.  ...  Data Envelopment Analysis (DEA) is an optimization technique used to assess the relative efficiency of homogenous organizational units, called decision making units (DMUs).  ... 
doi:10.1007/s10479-016-2176-6 fatcat:t75t7tv4evg3zpavb3dvq5ugnq

Amalgamation of Customer Relationship Management and Data Analytics in Different Business Sectors—A Systematic Literature Review

Lewlisa Saha, Hrudaya Kumar Tripathy, Soumya Ranjan Nayak, Akash Kumar Bhoi, Paolo Barsocchi
2021 Sustainability  
Customization of products or services is a strategy that the business sector has embraced to build a better relationship with the customers to cater to their individual needs and thus providing them a  ...  The purpose of the research was to show the impact of IT-based techniques in the business world. A detailed future course of research in this area was discussed.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su13095279 fatcat:ollwazwvjvc4phtcn4vw2raqly

Volume 17 : 2019 Issue 1

MIP Malaysia
A reviewer should also call to the chief editor's attention any  ...  their gratitude to the Global Challenges Research Fund (GCRF) and the Engineering and Physical Sciences Research Council (EPSRC) for the financial support under the International Grant, VOT A127, titled "A  ...  The efficiency scores, which are measured using the VRS-DEA model, range from 0 to 1, with 1 being the most efficient.  ... 
doi:10.21837/pmjournal.v17.i9.580 fatcat:fpm5fk2ztvfove2dpyxrolfvry
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