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1-20 of 92
Keywords: Data envelopment analysis
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Journal Articles
Managerial ability and productivity changes in the Chinese high-tech industries: a data envelopment analysis approach
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Benchmarking: An International Journal (2026) 33 (6): 1850–1869.
Published: 24 March 2025
... regions, while overall efficiency in the East region was better than Central and west regions. Originality/value This study adds value to existing knowledge on performance and managerial ability estimation in the framework of data envelopment analysis. This is the first attempt (1) to employ...
Journal Articles
Analyzing the efficiency of intellectual capital: a new approach based on DEA-MPI technology
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Benchmarking: An International Journal (2024) 31 (10): 3860–3883.
Published: 17 October 2023
...Ahmed Mohamed Habib; Nahia Mourad Purpose This study develops a robust model to measure intellectual capital efficiency (ICE). It also analyzes ICE across Gulf companies, sectors and countries. Design/methodology/approach This study uses data envelopment analysis (DEA), the Malmquist...
Journal Articles
Analyzing the efficiency of the Indian hotel industry using the Malmquist DEA approach
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Benchmarking: An International Journal (2024) 31 (9): 2839–2870.
Published: 08 August 2023
... analysis and uses data envelopment analysis (DEA) and Global Malmquist productivity index (MPI) approach in the first stage to calculate the managerial performance of a panel of 63 Indian hotels in 2019–2020 and their efficiency change from 2009–2010 to 2019–2020. Bootstrapped generalized least square (GLS...
Journal Articles
Firm efficiency and corporate performance: the moderating role of controlling shareholders
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Benchmarking: An International Journal (2024) 31 (8): 2602–2623.
Published: 28 July 2023
... be contacted at: jawad.asif@uog.edu.pk 22 04 2022 30 05 2023 30 06 2023 08 07 2023 © Emerald Publishing Limited 2023 Emerald Publishing Limited Licensed re-use rights only Firm efficiency Firm performance Controlling shareholders Data envelopment analysis...
Journal Articles
Efficiency analysis of the OECD countries' long-term productivity using DEA and TOPSIS approaches
Available to PurchasePeter Wanke, Jorge Junio Moreira Antunes, Antônio L. L. Filgueira, Flavia Michelotto, Isadora G. E. Tardin, Yong Tan
Benchmarking: An International Journal (2024) 31 (4): 1295–1319.
Published: 05 May 2023
... different approaches to evaluate how efficiency scores vary with changes in inputs and outputs: Data Envelopment Analysis (CRS, VRS and FDH), TOPSIS and TOPSIS of these scores. Findings The findings suggest that, during the period of this study, countries with higher freedom of religion...
Journal Articles
Estimation of technical efficiency of chemical-free farming using data envelopment analysis and machine learning: evidence from India
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Benchmarking: An International Journal (2024) 31 (1): 140–161.
Published: 27 February 2023
...Ujjwal Kanti Paul Purpose This study aims to examine the technical efficiency of the chemical-free farming system in India using a hybrid combination of data envelopment analysis (DEA) and machine learning (ML) approaches. Design/methodology/approach The study used a two-stage approach...
Journal Articles
Evaluation of efficiency and ranking of Indian hotels and restaurants: a bootstrap DEA approach
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Benchmarking: An International Journal (2024) 31 (1): 186–198.
Published: 10 February 2023
... are collected from the Prowess database. The bootstrap data envelopment analysis (DEA) based on a constant return to scale (CRS), variable return to scale-input oriented (VRS-IP) and variable return to scale-output oriented (VRS-OP) are applied on H&Rs to obtain the bias-corrected efficiencies. Findings...
Journal Articles
Evaluating the decentralization of public hospitals in Turkey in terms of technical efficiency: data envelopment analysis and Malmquist index
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Benchmarking: An International Journal (2023) 30 (10): 4425–4460.
Published: 13 January 2023
... No. 663, on the efficiency and productivity of public hospitals. Design/methodology/approach Data envelopment analysis (DEA) and DEA-based Malmquist total factor productivity (TFP) index were used from 2011 to 2016. Raw materials and supply expenses, salaries and fringe benefits, other service costs...
Journal Articles
Operational performance model for banks: a dynamic data envelopment approach
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Benchmarking: An International Journal (2023) 30 (10): 3817–3836.
Published: 30 November 2022
.... At this juncture, data envelopment analysis (DEA) approaches are increasingly applied in bank efficiency studies. However, basic DEA models ignored the interactions between consecutive terms and focused primarily on measuring performance independently for each study period. All this is required to develop...
Journal Articles
Evaluating performance of an untargeted urban food security scheme in India
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Benchmarking: An International Journal (2023) 30 (4): 1322–1344.
Published: 20 May 2022
... in developing countries, especially rural poor drastically and forces them to migrate (Crush, 2013). © Emerald Publishing Limited 2022 Emerald Publishing Limited Licensed re-use rights only Data envelopment analysis Performance measurement Food policy Urban poverty Subsidy Untargeted subsidy...
Journal Articles
Revenue efficiency evaluation of life insurance companies in India: identification of leaders and laggards
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Benchmarking: An International Journal (2022) 29 (10): 3133–3162.
Published: 16 December 2021
... to scale (RTS) and identifies the leaders and laggards amongst insurance companies operating in India. Design/methodology/approach Revenue efficiency is calculated by employing data envelopment analysis – a non-parametric approach, on a data set of 24 insurance companies over the period 2013–2014...
Journal Articles
Measuring paper industry's ecological performance in an imprecise and vague scenario: a fuzzy DEA-based analytical framework
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Benchmarking: An International Journal (2022) 29 (8): 2471–2494.
Published: 11 November 2021
...' efficiency measurements. Implementation of fuzzy-logic based measurement systems is a method for dealing with such cases. This paper presents a fuzzy weight objective function to solve Data Envelopment Analysis (DEA) CCR model for measuring paper mills' performance in India for 15 years. Design...
Journal Articles
Assessing the efficiency of the Covid-19 control measures and public health policy in OECD countries from cultural perspectives
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Benchmarking: An International Journal (2022) 29 (6): 1781–1796.
Published: 15 September 2021
... and constant returns-to-scale, respectively, among various forms of data envelopment analysis (DEA) models. As a post hoc analysis, the authors used Tobit regression for examining the causal relationship between a nation's cultural dimensions and its COVID-19 control measure's efficiency scores. Findings...
Journal Articles
The dynamics of Indian energy mix: a two-phase analysis
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Benchmarking: An International Journal (2022) 29 (4): 1162–1184.
Published: 30 July 2021
... are not uniform across the states. Paper attempts to answer how the states are performing in the sector and how the renewable energy and conventional resources are affecting the dynamics. Design/methodology/approach The authors employ a two-stage data envelopment analysis (DEA) to rank the performance...
Journal Articles
Supplier selection and evaluation in e-commerce enterprises: a data envelopment analysis approach
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Benchmarking: An International Journal (2022) 29 (1): 325–341.
Published: 01 April 2021
... practices with the operational business practices of an e-commerce enterprise. In the first step, key performance factors for e-commerce capable suppliers are identified through an expert opinion and existing supplier management literature. Further, Data Envelopment Analysis (DEA) is employed to obtain...
Journal Articles
Measuring operational efficiency of isolation hospitals during COVID-19 pandemic using data envelopment analysis: a case of Egypt
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Benchmarking: An International Journal (2021) 28 (7): 2178–2201.
Published: 02 February 2021
...Mahmoud Abdelrahman Kamel; Mohamed El-Sayed Mousa Purpose This study used Data Envelopment Analysis (DEA) to measure and evaluate the operational efficiency of 26 isolation hospitals in Egypt during the COVID-19 pandemic, as well as identifying the most important inputs affecting their efficiency...
Journal Articles
Exploring predictors of working capital management efficiency and their influence on firm performance: an integrated DEA-SEM approach
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Benchmarking: An International Journal (2021) 28 (4): 1120–1145.
Published: 20 November 2020
...Himanshu Seth; Saurabh Chadha; Satyendra Kumar Sharma; Namita Ruparel Purpose This study develops an integrated approach combining data envelopment analysis (DEA) and structural equation modeling (SEM) for estimating the working capital management (WCM) efficiency and evaluating the effects...
Journal Articles
Measuring the operational and financial efficiency using a Malmquist data envelopment analysis: a case of Egyptian hospitals
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Benchmarking: An International Journal (2020) 27 (9): 2521–2536.
Published: 20 July 2020
...Ahmed Mohamed Habib; Tamer Mohamed Shahwan Purpose The efficient use of organizational resources is integral to the existence of prime firms. This study, using Malmquist data envelopment analysis (DEA), aims to assess in the level of operational and financial efficiency and its determinants...
Journal Articles
AHP versus DEA: a comparative analysis for the gradual improvement of unsustainable suppliers
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Benchmarking: An International Journal (2020) 27 (8): 2283–2321.
Published: 06 July 2020
...Kamran Rashidi Purpose Data envelopment analysis (DEA) and analytical hierarchy process (AHP) are two widely applied methods to evaluate and rank suppliers in terms of sustainability. In this study, to investigate the extent to which potential differences in the outcomes of these two methods...
Journal Articles
Analyzing the Lean Six Sigma enabled organizational performance to enhance operational efficiency
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Benchmarking: An International Journal (2020) 27 (8): 2401–2434.
Published: 06 July 2020
... to benchmark organizational operational efficiency. Design/methodology/approach This study offers insights of the LSS performance measurement aspects of the Indian manufacturing organizations based on Data envelopment analysis (DEA) approach. The five inputs and two outputs are considered on the basis...
