Data envelopment analysis and Malmquist indices for measuring group performance

Data envelopment analysis and Malmquist indices for measuring group performance

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時間:2019-07-10

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1、JProdAnal(2006)26:3549DOI10.1007/s11123-006-0004-8DataenvelopmentanalysisandMalmquistindicesformeasuringgroupperformanceA.S.Camanho·R.G.Dyson?SpringerScience+BusinessMedia,LLC2006AbstractThispaperdevelopsmeasures,basedon1.IntroductiontheMalmquistindex,thatenablet

2、hedecisionmak-ingunitsinternalinef?cienciestobedistinguishedThispaperusesDataEnvelopmentAnalysis(DEA)fromthoseassociatedwiththeirgroup(orprogram)andMalmquistindicestodevelopmeasuresforcom-characteristics.TheapplicabilityofthesemeasuresparinggroupsofDecisionMaking

3、Units(DMUs)isillustratedwiththeassessmentofbankbranchesandillustratestheapproachdevelopedwithanappli-performance.TheanalysisinvolvestheconstructioncationtoaPortuguesecommercialbank.Thegroupsofanindexre?ectingtherelativeperformanceofconsideredinthispaperrepresenta

4、lternativebranchesinfourdifferentregions,whichcanbeapproachesforperformingthebankbranchtasks,decomposedintoanindexforthecomparisonofi.e.,toprovide?nancialservicesandcounsellingtowithin-groupef?ciencyspread,evaluatinginternalbankcustomers.Althoughthetaskofallbranc

5、hesmanagerialef?ciencies,andanindexforthecom-isessentiallythesame,astheyusethesameinputsparisonoffrontierproductivity,re?ectingtheimpacttoproducethesameoutputs,wecanclustertheofenvironmentalfactorsandregionalmanagerialbranchesindifferentgroups,accordingtotheirman

6、-policiesonbranchesproductivity.agerialstrategiesandenvironmentalconditions.OurobjectiveistoidentifythebestperformingschemesKeywordsDataenvelopmentanalysis·forbankbranchbusiness,bothintermsofmanage-Malmquistindex·Programef?ciency·Bankingrialstrategiesandenvironme

7、ntalconditions.TheDEAisalinearprogrammingbasedtechniqueformeasuringtherelativeef?ciencyofahomo-geneoussetofDMUsintheiruseofmultipleinputsto.producemultipleoutputs.InmostDEAapplications,althoughtheDMUsactivitiesexhibitalargedegreeA.S.Camanho(B)FaculdadedeEngenhari

8、a,DemegiGein,ofhomogeneity,itisoftenimportanttoexploretheUniversidadedoPorto,RuaDr.RobertoFrias,pro?leofgroupsofDMUsfromthesetunderanal-4200-465Porto,Portugaly

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