StructuralEquationModelingqg1CorrelationandRegressionCovarianceStructureAnalysis,StructuralEquationModelingandLISRELEquationModelingandLISRELWhatisSEM?Howareestimationsobtained?Theideaofgoodness-of-fitModelIdentificationTestingnestedmodelsTestingnestedmodelsKennethLaw@同济大学2010TheideaofCFA2ConfirmatoryFactorAnalysisConfirmatoryFactorAnalysis(ExploratoryFactorAnalysis)EFAKennethLaw@同济大学2010TwomeasurementmodelsTwomeasurementmodelsFairnessClassicalmeasurementmodel3Fairnessperceptionx1=1+1x2=1+2Latent212Citdlx1=111+1Item2Item1x1x2LatentCo-genericmeasurementmodelx2=211+2LatentKennethLaw@同济大学2010Exploratoryfactoranalysis(EFA)Exploratoryfactoranalysis(EFA)4FactorsVarF1F2F3h260060236F1F2x1.60-.06.02.36x2.81.12-.03.67x3.17.73.08.60x4.01.65-.04.424x5.03.10.87.65x6.12.22.65.47x1x2x6x3x4x5F3KennethLaw@同济大学2010Confirmatoryfactoranalysis(CFA)Confirmatoryfactoranalysis(CFA)5FactorsVarF1F2F36000x1.6000x2.8100x30.730x40.650F3F1F2fit4x500.87x600.65x1x2x6x3x4x5fitKennethLaw@同济大学2010ConfirmatoryFactorAnalysis(CFA)ConfirmatoryFactorAnalysis(CFA)x=+FairnessiTrustinSi6x1=111+1x2=211+2x3=322+3perceptionSupervisorx3322+3x4=422+4x1x2x3x4Item2Item3Item1Item41x2x3x41.Mysupervisorisfair.2.Mysupervisortreatsuswithoutbiases.3.Ibelievethatmysupervisorwillprotectme.4.Itrustmysupervisor.KennethLaw@同济大学2010ConfirmatoryFactorAnalysis(CFA)yy()x1=111+17x11111x2=211+2x3=322+311+3x4=422+4x1x2x3x4Item2Item3Item1Item41x2x3x4NoCrossLoadings1.Mysupervisorisfair.2.Mysupervisortreatsuswithoutbiases.NoCrossLoadings(crossloadingiscommoninpersonalityinventories)3.Ibelievethatmysupervisorwillprotectme.4.Itrustmysupervisor.KennethLaw@同济大学2010ConfirmatoryFactorAnalysis(CFA)ConfirmatoryFactorAnalysis(CFA)x1=111+1811111x2=211+2x3=322+...