A New Benchmarking Method to Advance the Two-Model DEA Approach: Evidence from a Nursing Home Application

NCUIR > School of Management at National Central University > Department of Business Administration > journal & Dissertation > Item 987654321/51670

Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/51670

Title:	A New Benchmarking Method to Advance the Two-Model DEA Approach: Evidence from a Nursing Home Application
Authors:	Chang,DS;Yang,FC
Contributors:	企業管理學系
Keywords:	DATA ENVELOPMENT ANALYSIS;CATEGORICAL VARIABLES;EFFICIENCY;QUALITY;PERFORMANCE;MODELS
Date:	2010
Issue Date:	2012-03-27 19:02:23 (UTC+8)
Publisher:	國立中央大學
Abstract:	Shimshak and Lenard (2007) [Shimshak D G and Lenard M L (2007) A two model approach to measuring operating and quality efficiency with DEA INFOR, 45 (3) 143-151] introduced the Two Model DEA (TM-DEA) approach for selecting high-operating and high-quality benchmarks in a nursing home case, in which the DEA outputs were derived from operating and quality performance objectives This work proposes a Two-Objective DEA (TODEA) method which enhances TM-DEA via three major features (1) solution procedures do not require value judgments (2) no DMUs (decision making units) are excluded from analysis, and (3) identified benchmark DMUs are not dominated by the corresponding inefficient DMUs under either operating or quality objective To clarify the benefits of the proposed method TODEA was compared with TM-DEA and classical DEA techniques in the nursing home example
Relation:	INFOR
Appears in Collections:	[Department of Business Administration ] journal & Dissertation

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