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1、“Chapter9˙Little”—2007/2/12—15:58—page207—#1CHAPTERNINEStructuralEquationModelingofMediationandModerationWithContextualFactorsToddD.LittleUniversityofKansasNoelA.CardUniversityofArizonaJamesA.BovairdUniversityofNebraska-LincolnKristopherJ.PreacherChristianS.CrandallUniversit
2、yofKansasResearchersoftengrapplewiththeideathatanobservedrelationshipmaybepartofamorecomplexchainofeffects.Thesecomplexrelationshipsarede-scribedintermssuchasindirectinfluences,distalvs.proximalcauses,interme-diateoutcomes,andultimatecauses;allofwhichsharetheconceptofmediation.S
3、imilarly,researchersmustoftenconsiderthatanobservedrelationshipmaybepartofamorecomplex,qualifiedsystem.Theserelationshipsaredescribedusingconceptssuchasinteractions,subgroupdifferences,andshocks;allofwhichsharetheconceptofmoderation.Generallyspeaking,amediatorcanbethoughtofasthe
4、carrierortransporterofinformationalongthecausalchainofeffects.Amoderator,ontheotherhand,isthechangerofarelationshipinasystem.Inthischapter,weexplorebothempiricalandtheoreticalconsiderationsinmodelingmediationandmoderationusingstructuralequationmodeling.Our207“Chapter9˙Littl
5、e”—2007/2/12—15:58—page208—#2208LITTLEETAL.primaryfocusisonhowtomodelcontextualfactorsthataremeasuredascontinuouslatentvariables,highlightingthepowerofSEMtorepresentandtestthesetypesofinfluence(seeLittle,Card,Slegers,&Ledford,chap.6,thisvolume,foradiscussionofmoderatingcontex
6、tualfactorsthataremeasuredascategoricalvariables).MEDIATIONContextualfactorscanbeconceptualizedasmediatedinfluenceswherethecon-textualinformationisdeemedtobeadistalcausalinfluence.Forexample,earlyprenatalconditionscaninfluencecorticaldevelopment,whichinturncanin-fluencelaterintell
7、ectivefunctioning(seeWidaman,chap.17,thisvolume).Contextualfactorscanalsobeconceptualizedasthemediatinginfluencewherethecontextualinformationisdeemedtocarrythedistalcausalassociations.Forexample,children’stemperamentcharacteristicsmayinfluencetheoverallclassroomenvironment,which
8、inturnmayinfluencethequalityoflearningorschoolwell-beingofthec