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Title Sustainable efficiency assessment of private diagnostic laboratories under uncertainty An interval data envelopment analysis approach
ID_Doc 66075
Authors Someh, NG; Pishvaee, MS; Sadjadi, SJ; Soltani, R
Title Sustainable efficiency assessment of private diagnostic laboratories under uncertainty An interval data envelopment analysis approach
Year 2020
Published Journal Of Modelling In Management, 15.0, 3
DOI 10.1108/JM2-05-2019-0117
Abstract Purpose Assessing the performance of medical laboratories plays an important role in the quality of health services. However, because of imprecise data, reliable results from laboratory performance cannot be obtained easily. The purpose of this paper is to illustrate the use of interval network data envelopment analysis (INDEA) based on sustainable development indicators under uncertainty. Design/methodology/approach In this study, each medical diagnostic laboratory is considered as a decision-making unit (DMU) and an INDEA model is used for calculating the efficiency of each medical diagnostic laboratory under imprecise inputs and outputs. The proposed model helps provide managers with effective performance scores for deficiencies and business improvements. The proposed model with realistic efficiency scores can help administrators manage their deficiencies and ultimately improve their business. Findings The results indicate that uncertainty can lead to changes in performance scores, rankings and performance classifications. Therefore, the use of DEA models under certainty can be potentially misleading. Originality/value The contribution of this study provides useful insights into the use of INDEA as a modeling tool to aid managerial decision-making in assessing efficiency of medical diagnostic laboratories based on sustainable development indicators under uncertainty.
Author Keywords Sustainability; Efficiency evaluation; Interval network data envelopment analysis; Medical diagnostic laboratories; Additional inputs and outputs
Index Keywords Index Keywords
Document Type Other
Open Access Open Access
Source Emerging Sources Citation Index (ESCI)
EID WOS:000514443100001
WoS Category Management
Research Area Business & Economics
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