Data envelopment analysis and Malmquist indices for measuring group performance

Data envelopment analysis and Malmquist indices for measuring group performance

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时间: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-ingunitsinternalinefficienciestobedistinguishedThispaperusesDataEnvelopmentAnalysis(DEA)fromthoseassociatedwiththeirgroup(orprogram)andMalmquistindicestodevelopmeasuresforcom-characteristics.TheapplicabilityofthesemeasuresparinggroupsofDecisionMaking

3、Units(DMUs)isillustratedwiththeassessmentofbankbranchesandillustratestheapproachdevelopedwithanappli-performance.TheanalysisinvolvestheconstructioncationtoaPortuguesecommercialbank.Thegroupsofanindexreflectingtherelativeperformanceofconsideredinthispaperrepresenta

4、lternativebranchesinfourdifferentregions,whichcanbeapproachesforperformingthebankbranchtasks,decomposedintoanindexforthecomparisonofi.e.,toprovidefinancialservicesandcounsellingtowithin-groupefficiencyspread,evaluatinginternalbankcustomers.Althoughthetaskofallbranc

5、hesmanagerialefficiencies,andanindexforthecom-isessentiallythesame,astheyusethesameinputsparisonoffrontierproductivity,reflectingtheimpacttoproducethesameoutputs,wecanclustertheofenvironmentalfactorsandregionalmanagerialbranchesindifferentgroups,accordingtotheirman

6、-policiesonbranchesproductivity.agerialstrategiesandenvironmentalconditions.OurobjectiveistoidentifythebestperformingschemesKeywordsDataenvelopmentanalysis·forbankbranchbusiness,bothintermsofmanage-Malmquistindex·Programefficiency·Bankingrialstrategiesandenvironme

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

8、a,DemegiGein,ofhomogeneity,itisoftenimportanttoexploretheUniversidadedoPorto,RuaDr.RobertoFrias,profileofgroupsofDMUsfromthesetunderanal-4200-465Porto,Portugaly

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