Context-dependent data envelopment analysis with cross-efficiency evaluation
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lim, S. | - |
dc.date.accessioned | 2021-09-06T23:31:51Z | - |
dc.date.available | 2021-09-06T23:31:51Z | - |
dc.date.created | 2021-06-18 | - |
dc.date.issued | 2012-01 | - |
dc.identifier.issn | 0160-5682 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/109205 | - |
dc.description.abstract | To address some problems with the original context-dependent data envelopment analysis (DEA), this paper proposes a new version of context-dependent DEA; this version is based on cross-efficiency evaluations. One of the problems with the original context-dependent DEA is that the attractiveness and progress measures only represent the radial distance between the decision-making unit (DMU) under evaluation and the evaluation context. This representation only shows how distinct the DMU is from a single specific DMU on the evaluation context, not from the entire evaluation context overall. Another problem is that the magnitude of attractiveness and progress scores in the original context-dependent DEA may not have significant meanings. It may not be proper to say that a DMU is more attractive simply because it has a higher attractiveness score for the same reason that the performance of inefficient DMUs cannot be compared with one another simply based on their efficiency scores. We incorporate cross-efficiency evaluations into the context-dependent DEA to overcome the preceding shortcomings of the original context-dependent DEA. We also demonstrate the proposed model's appropriateness and usefulness with an illustrative example. Journal of the Operational Research Society (2012) 63, 38-46. doi:10.1057/jors.2011.29 Published online 30 March 2011 | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | TAYLOR & FRANCIS LTD | - |
dc.subject | DEA | - |
dc.title | Context-dependent data envelopment analysis with cross-efficiency evaluation | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Lim, S. | - |
dc.identifier.doi | 10.1057/jors.2011.29 | - |
dc.identifier.scopusid | 2-s2.0-82955165761 | - |
dc.identifier.wosid | 000298238700005 | - |
dc.identifier.bibliographicCitation | JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, v.63, no.1, pp.38 - 46 | - |
dc.relation.isPartOf | JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY | - |
dc.citation.title | JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY | - |
dc.citation.volume | 63 | - |
dc.citation.number | 1 | - |
dc.citation.startPage | 38 | - |
dc.citation.endPage | 46 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | ssci | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Business & Economics | - |
dc.relation.journalResearchArea | Operations Research & Management Science | - |
dc.relation.journalWebOfScienceCategory | Management | - |
dc.relation.journalWebOfScienceCategory | Operations Research & Management Science | - |
dc.subject.keywordPlus | DEA | - |
dc.subject.keywordAuthor | data envelopment analysis | - |
dc.subject.keywordAuthor | context-dependent DEA | - |
dc.subject.keywordAuthor | cross-efficiency | - |
dc.subject.keywordAuthor | benchmarking | - |
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