基于结构方程模型的多重中介效应分析-方杰

JournalofPsychologicalScience2014373735－741735·、·*＊＊122315103202/5106313221116。、。、Sobel。Bootstrap。SEMMPLUSLISＲEL。。Bootstrap1mediator、、。XMYMXYMXY1。20122012MacKinnon2008。、Mackinnon2008。multipleme-diation。。StructuralEquationModelSEM、。SEM。SEMSEMSEMMPLUSLISＲEL。2。single－stepmul-tiplemediatormodelmultiple－stepmultiplemediatormodelHayes2009。2M1→M2。2X→M1→M2→Y2009。12＊＊＊31271116、“”GD13CXL0111YJC190019。。[e-mail]7362M1M21specificmediationeffecta1b1、a2b2a1a3b22totalmediationeffecta1b1+a2b2+a1a3b23a1a3b2－a2b2、a1b1－a2b2a1a3b2－a1b12009Hayes2009MacKinnon2008Preacher＆Hayes2008。。。M1M2。。a1b1a2b2。X→M1→YX→M2→Y。Preacher＆Hayes2008。3SEM。LISＲEL“OU”“EF”t20092004AMOSAnalysisProper-ties→Output“indirectdirect＆totaleffects”2011Cheung＆Lau2008Lau＆Cheung2012Preacher＆Hayes2008MPLUS“MODELINDIＲECT”20092011Cheung2007Muthén＆Muthén2010Preacher＆Hayes2008。LISＲEL、A-MOSMPLUSSobel2009。Sobel2012Hayes2009Mackinnon2008。Sobel。Sobel、Sobel。SobelSobel。Sobeldeltamulti-variatedeltamethod2009MacKinnon2008TaylorMacKin-non＆Tein2008Cheung2007Macho＆Ledermann2011。2012delta→→→。12Sobel3Sobel。4SEM。。4.1Cheung2007auxiliaryvariable。03。0phantomvariable20112012Cheung2007Macho＆Le-dermann2011。Cheung2007nonlinearconstraint。3737。3A1A2。LISＲEL“DA”“AP”2011Cheung2007MPLUS“MOD-ELCONSTＲAINT”Muthén＆Muthén2010。、。34.2BootstrapLISＲELMPLUS、tSobel。Sobel、。SobelBootstrapBootstrap0。BootstrapEfronresamplingmethods。BootstrapBootstrapBootstrap。Bootstrap。BootstrapBootstrapPercentileBootstrapMethodBias－CorrectedBootstrap。Bootstrap20112012。Cheung2007BootstrapSobela1a3b2a1b1－a2b23BootstrapSobel2011。BootstrapBootstrap2011Bootstrap。CheungLaw2008Bootstrap1000BootstrapcrossvalidateBootstrapⅠBootstrapⅠ。SEMA-MOS、MPLUSLISＲEL。AMOSAnalysisProperties→BootstrapBootstrapAMOS。MPLUS“ANALYSIS”BootstrapBootstrapMuthén＆Muthén2010。LauCheung2012MPLUSendogenouslatentvariableLISＲELBootstrap。LISＲELBootstrap1。LISＲELPＲELIS1000Bootstrap。LISＲELLISＲEL。LISＲEL1000Boot-strap、1000PＲELIS*.psf。PＲELISEXCEL*.xls。EXCEL100010002.597.595%0738Bootstrap。Bootstrap0Bootstrap2012Lau＆Cheung2012。Boot-strap。A-MOSBootstrapMPLUSBootstrapLISＲELBootstrap。。4.3SEMSEM1.。、。2.。1SEM。3.BootstrapSEM。SEMBootstrapSEM。5SEMSEM。M1M2XY4。8392010。MPLUS6.0“MODELINDIＲECT”a1b1－a2b2。BootstrapMPLUS2。。MPLUSχ2=156.29df=32χ2/df=4.88CFI=.96TLI=.94ＲMSEA=.07。Bootstrap41。M1M2。。4、1SEM95%a1b1.036.058.016.022.060.094a2b2.030.049.014.019.055.079a1b1+a2b2.066.107.037.063.095.152a1b1－a2b2.006－.027.036。6SEMSobel、Bootstrap。SEM739SEM。。6.1。PreacherHays2008LikelihoodＲatioLＲa1b1－a2b2。a1b1=a2b2χ2Δχ2Δχ2a1b1a2b2。PreacherHays2008SobelLauCheung2012Bootstrap。。PreacherHays2008。LauCheung2012Bootstrapp。MachoLedermann2011。A-MOSBootstrap。。MachoLedermannphantommodelapproach。。。mainmodel。。6.2SobelBootstrapfrequentiststatistic。Bayesianmethod。2011Muthén2010Muthén＆Asparouhov2012。priorinformation。。MarkovchainMonteCarloMCMC。2011。AMOSMPLUS6.0SEM。SEM2011。。。Bootstrap20122011BiesanzFalk＆Savalei2010Yuan＆MacKinnon2009。SobelBootstrapproductsofcoefficientsdifferenceincoefficients。2012。Bootstrap、。Bootstrap2011。.8FritzMackinnon2007740.8SobelBootstrap。.8Bootstrap。20131110BootstrapSEM220122012。、。。．2012．、BootstrapMCMC．4414081420．．2011．．19765774．．2012．．28105111．．2011．AMOS．．．2011．．．．2009．．32433435．．2012．．3512541260．．2012．．．．．2009．．．．2010．．266772．．2011．．．．2012．．．．2004．．36614620．．2012．．4416871694．．2012．、．20662665．．2012．．20102104．BiesanzJ．C．FalkC．F．＆SavaleiV．2010．Assessingmedi-ationalmodelsTestingandintervalestimationforindirecteffects．MultivariateBehavioralＲesearch45661701．CheungG．W．＆LauＲ．S．2008．Testingmediationandsup-pressioneffectsoflatentvariablesBootstrappingwithstructurale-quationmodels．OrganizationalＲesearchMethods11296325．CheungM．W．L．2007．Comparisonofapproachestoconstructingconfidenceintervalsformediatingeffectsusingstructuralequationmodels．StructuralEquationModeling14227246．FritzM．S．＆MacKinnonD．P．2007．Ｒequiredsamplesizetodetectthemediatedeffect．PsychologicalScience18233239．HayesA．F．2009．BeyondBaronandKennyStatisticalmediationanalysisinthenewmillennium．CommunicationMonographs76408420．LauＲ．S．＆CheungG．W．2012．Estimatingandcomparingspe-cificmediationeffectsincomplexlatentvariablemodels．Organiza-tionalＲesearchMethods15316．MachoS．＆LedermannT．2011．Estimatingtestingandcompa-ringspecificeffectsinstructuralequationmodelsThephantommod-elapproach．PsychologicalMethods163143．MacKinnonD．P．2008．Introductiontostatisticalmediationanaly-sis．MahwahNJEarlbaum．MuthénB．2010．BayesiananalysisinMplusAbriefintroduction．ＲetrievedMay172010fromhttp//．statmodel．com．MuthénB．＆AsparouhovT．2012．BayesianstructuralequationmodelingAmoreflexiblerepresentationofsubstantivetheory．Psy-chologicalMethods17313335．PreacherK．J．＆HayesA．F．2008．Asymptoticandresamplingstrategiesforassessingandcomparingindirecteffectsinmultipleme-diatormodels．BehaviorＲesearchMethods40879891．TaylorA．B．MacKinnonD．P．＆TeinJ．Y．2008．Testsofthethree－pathmediatedeffect．OrganizationalＲesearchMethods11241269．YuanY．＆MacKinnonD．P．2009．Bayesianmediationanalysis．PsychologicalMethods14301322．741TheAnalysesofMultipleMediationEffectsBasedonStructuralEquationModelingFangJie1WenZhongl