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1-15 of 15
Keywords: Data envelopment analysis (DEA)
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Journal Articles
Customer satisfaction and airport efficiency in Brazil: a hybrid NDEA-AHP approach
Available to Purchase
Benchmarking: An International Journal (2024) 31 (7): 2239–2266.
Published: 19 July 2023
... for assessing airport efficiency: Stochastic Frontier Analysis (SFA) and Data Envelopment Analysis (DEA) (Wanke et al., 2016). The first stream is directly associated with econometric theory and involves parameterizing the distribution of inputs and outputs (Chen et al., 2017a ; Chen and Lai...
Journal Articles
Benchmarking the operational efficiency of Mexican hospitals – a longitudinal study
Available to Purchase
Benchmarking: An International Journal (2024) 31 (2): 309–329.
Published: 28 February 2023
... in the Mexican healthcare system introduced in recent years. Design/methodology/approach To measure the operational efficiency of Mexican public hospitals, data envelopment analysis (DEA) window analysis variable returns to scale (VRS) methodology using longitudinal data collected from the National Institute...
Journal Articles
Efficiency of the use of information and communication technologies as a determinant of the digital business transformation process
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Benchmarking: An International Journal (2023) 30 (10): 3860–3883.
Published: 22 November 2022
... rights only Business digitization ICT efficiency Data envelopment analysis (DEA) DEA window method Bootstrap method European countries s . t . ∑ r = 1 s u r y r j ∑ i = 1 m v i x i j ≤ 1 , j = 1,2...
Journal Articles
A DEA-ANN-based analytical framework to assess and predict the efficiency of Canadian universities in a service supply chain context
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Benchmarking: An International Journal (2023) 30 (8): 2734–2782.
Published: 11 July 2022
.../approach The authors develop a framework for evaluating and forecasting university performance using data envelopment analysis (DEA) and artificial neural networks (ANNs) to assist education policymakers. The application of the proposed framework is illustrated based on information from 16 Canadian...
Journal Articles
Analysing drivers of efficiency in the leather industry: a two-stage double bootstrap DEA approach
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Benchmarking: An International Journal (2022) 29 (9): 2780–2805.
Published: 02 December 2021
... efficiency and its determinants for leather industry in order for it to improve its future performance. Design/methodology/approach In the first stage, bootstrap data envelopment analysis (DEA) approach is used for measuring efficiency and analysing firms' differences based on their geographical location...
Journal Articles
Does capacity utilisation influence financial performance? A study of Indian public bus transport companies
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Benchmarking: An International Journal (2022) 29 (4): 1241–1263.
Published: 29 July 2021
... of CU on the financial performance of Indian bus companies is examined. Design/methodology/approach The study adopted data envelopment analysis (DEA) to measure the CU in Indian public bus companies. Truncated regression was used to identify the drivers of CU. Subsequently, the ordinary least...
Journal Articles
Application of fuzzy DEA and machine learning algorithms in efficiency estimation of paddy producers of rural Eastern India
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Benchmarking: An International Journal (2021) 28 (1): 229–248.
Published: 01 September 2020
...Anirban Nandy; Piyush Kumar Singh Purpose Data envelopment analysis (DEA) has wide applications in the agricultural sector to evaluate the efficiency with crisp input and output data. However, in agricultural production, impreciseness and uncertainty in data are common. As a result, the data...
Journal Articles
Developing a new super-efficiency DEA model in the presence of both zero data and stochastic data: a case study in the Iranian airline industry
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Benchmarking: An International Journal (2021) 28 (1): 42–65.
Published: 06 August 2020
..., see Cook et al. (2009) and Lee and Zhu (2012) . Data envelopment analysis (DEA) Efficiency evaluation Stochastic data Super-efficiency Zero data The air transport system improves access to markets, people, capital and services (Shirazi and Mohammadi, 2019). Air...
Journal Articles
Evaluating after-sales service units by developing inverse network data envelopment analysis model
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Benchmarking: An International Journal (2020) 27 (2): 695–707.
Published: 25 November 2019
... = 1 , … , R ; p = 1 , … , P , Data envelopment analysis (DEA) After-sales service u p r , v o i , v p i , φ p k ⩾ 0 , where z o i j is the input of the first stage that is represented by input vector...
Journal Articles
Technical efficiency of private sector hospitals in India using data envelopment analysis
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Benchmarking: An International Journal (2018) 25 (9): 3570–3591.
Published: 29 November 2018
... efficiency of select Indian private hospitals using three related methodologies: data envelopment analysis (DEA), Malmquist Productivity Index (MPI) and Tobit regression. Two output variables (i.e. total income and profit after tax) and four input variables (i.e. cost of labour, net fixed assets, current...
Journal Articles
Sustainable evaluation and selection of potential third-party logistics (3PL) providers: An integrated MCDM approach
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Benchmarking: An International Journal (2018) 25 (1): 76–97.
Published: 05 February 2018
... model based on data envelopment analysis (DEA) and analytic network process (ANP). Design/methodology/approach The study uses an integrated approach of DEA and ANP as an evaluation and selection methodology to select an efficient and requisite 3PL. The integrated model is a sound technique for 3PL...
Journal Articles
Benchmarking hospitals through a web based platform
Available to PurchaseMaria Conceição A. Silva Portela, Ana Santos Camanho, Diogo Queiroz Almeida, Luiz Lopes, Sofia Nogueira Silva, Ricardo Castro
Benchmarking: An International Journal (2016) 23 (3): 722–739.
Published: 04 April 2016
... of hospital’s performance based on a composite indicator of the service’s performances. These aggregate indicators were obtained through data envelopment analysis (DEA). Findings – Some results are presented for Portuguese hospitals for the trial years of 2008 and 2009, for which data is publicly...
Journal Articles
Slack based measure of efficiencies of public sector hospitals in Uttarakhand (India)
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Benchmarking: An International Journal (2015) 22 (7): 1229–1246.
Published: 05 October 2015
... Health and Family Welfare, Government of Uttarakhand, Dehradun, India for the year 2011. The cross-sectional data analyses are carried out by applying data envelopment analysis (DEA) based slack based model. Findings – The analysis found that out of total 36 hospitals only ten hospitals...
Journal Articles
State road transport undertakings in India: technical efficiency and its determinants
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Benchmarking: An International Journal (2011) 18 (5): 616–643.
Published: 30 August 2011
... popular data envelopment analysis (DEA) models, namely CCR, BCC and Andersen and Petersen's super‐efficiency models, have been utilized to compute various efficiency scores for individual SRTUs. A censored Tobit analysis is conducted to see which factors significantly explain the inter‐SRTU variations...
Journal Articles
Benchmarking for investment decisions: a case of food production
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Benchmarking: An International Journal (2011) 18 (5): 694–704.
Published: 30 August 2011
... Limited 2011 Benchmarking Investment attractiveness Super‐efficiency Investment decision Data Envelopment Analysis (DEA) Food production Investments Food industry As the previous study (Goncharuk, 2009a) shows, benchmarking detects the best practices, factors and reserves...
