PROCESS宏模型图

ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMYXYb1eY1XMXMb2b3Model1ConceptualDiagramStatisticalDiagramConditionaleffectofXonY=b1+b3MModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMYXYb1eY1XD1b2bkConceptualDiagramStatisticalDiagramD1XDk-1Dk-1X.........bk+1b2k-1...MXMModel1MulticategoricalMwithkcategories(PROCESSv2.14orlater)ConditionaleffectofXonY=b1+bk+1D1++b2k-1D2k-1...ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMYXYb1eY1D1bk-1bkModel1MulticategoricalXwithkcategories(PROCESSv2.14orlater)ConceptualDiagramStatisticalDiagramb1+bk+1Mbk-1+b2k-1MD1MDk-1Dk-1M.........bk+1b2k-1...MXMXConditionaleffectofXonY=...{ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMYXYb2eY1MXWb1b3Model2ConceptualDiagramStatisticalDiagramConditionaleffectofXonY=b1+b4M+b5WWXWXMb4b5ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMYXYb2eY1MXWb1b3Model3ConceptualDiagramStatisticalDiagramConditionaleffectofXonY=b1+b4M+b5W+b7MWXWXMb4b5XMWMWb6b7WModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMiYXeY1c'Model4ConceptualDiagramStatisticalDiagramIndirecteffectofXonYthroughMi=aibiaibiMiYXeMi1DirecteffectofXonY=c'Note:Model4allowsupto10mediatorsoperatinginparallel.ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMiYXeY1ConceptualDiagramStatisticalDiagramRelativeindirecteffectofXonYthroughMi=a1biMiYeMi1RelativedirecteffectofXonY=Model4MulticategoricalXwithkcategories(PROCESSv2.15orlater)D1Dk-1...Xak-1c'1c'k-1......iNote:Model4allowsupto10mediatorsoperatinginparallel.a1bi...{ak-1bic'1...{c'k-1ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMiYXeY1Model5ConceptualDiagramStatisticalDiagramIndirecteffectofXonYthroughMi=aibiaibiMiYXeMi1ConditionaldirecteffectofXonY=c1'+c3'W*Model5allowsupto10mediatorsoperatinginparallelWWXWc1'c2'c3'ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressM1YXeY1Model6(2mediators)ConceptualDiagramStatisticalDiagramIndirecteffectofXonYthroughMionly=aibieM11DirecteffectofXonY=c'M2M1YXc'a1M2a2b1b2d21eM21IndirecteffectofXonYthroughM1andM2inserial=a1d21b2Note:Model6allowsupto4mediatorsoperatinginserial.ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressConceptualDiagramStatisticalDiagramModel6(3mediators)YXM1M3M2YXM1M3M2eM3eYeM1eM2c'b1b2b3a1a2a3d21d32d311111IndirecteffectofXonYthroughMionly=aibiDirecteffectofXonY=c'IndirecteffectofXonYthroughM1andM2inserial=a1d21b2IndirecteffectofXonYthroughM1andM3inserial=a1d31b3IndirecteffectofXonYthroughM1,M2,andM3inserial=a1d21d32b3IndirecteffectofXonYthroughM2andM3inserial=a2d32b3ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressConceptualDiagramStatisticalDiagramModel6(4mediators)YXM1M3M2a1IndirecteffectofXonYthroughMionly=aibiDirecteffectofXonY=c'IndirecteffectofXonYthroughM1andM2inserial=a1d21b2IndirecteffectofXonYthroughM1andM3inserial=a1d31b3IndirecteffectofXonYthroughM1,M2,M3,andM4inserial=a1d21d32d43b4IndirecteffectofXonYthroughM2andM3inserial=a2d32b3M4eM11YXM1M3M2M4eM21eM31eM41eY1a2a3a4c'b3b4b2b1d32d21d43d31d42d41IndirecteffectofXonYthroughM1andM4inserial=a1d41b4IndirecteffectofXonYthroughM2andM4inserial=a2d42b4IndirecteffectofXonYthroughM3andM4inserial=a3d43b4IndirecteffectofXonYthroughM1,M2,andM3inserial=a1d21d32b3IndirecteffectofXonYthroughM1,M2,andM4inserial=a1d21d42b4IndirecteffectofXonYthroughM1,M3,andM4inserial=a1d31d43b4IndirecteffectofXonYthroughM2,M3,andM4inserial=a2d32d43b4ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMiYXeY1c'Model7ConceptualDiagramStatisticalDiagramConditionalindirecteffectofXonYthroughMi=(a1i+a3iW)bia1ibiMiYXeMi1DirecteffectofXonY=c'Note:Model7allowsupto10mediatorsoperatinginparallel.WWXWa2ia3iModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMiYXeY1Model8ConceptualDiagramStatisticalDiagramConditionalindirecteffectofXonYthroughMi=(a1i+a3iW)bia1ibiMiYXeMi1ConditionaldirecteffectofXonY=c1'+c3'WNote:Model8allowsupto10mediatorsoperatinginparallel.WWXWa2ia3ic1'c2'c3'ModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMiYXeY1c'Model9ConceptualDiagramStatisticalDiagramConditionalindirecteffectofXonYthroughMi=(a1i+a4iW+a5iZ)bia1ibiMiYXeMi1DirecteffectofXonY=c'*Model9allowsupto10mediatorsoperatinginparallelWWZa2ia3iZXWXZa4ia5iModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressMiYXeY1Model10ConceptualDiagramStatisticalDiagramConditionalindirecteffectofXonYthroughMi=(a1i+a4iW+a5iZ)bia1ibiMiYXeMi1*Model10allowsupto10mediatorsoperatinginparallelWWZa2ia3iZXWXZa4ia5ic1'c2'c3'c4'c5'ConditionaldirecteffectofXonY=c1'+c4'W+c5'ZModeltemplatesforPROCESSforSPSSandSASc⃝2013-2016AndrewF.HayesandTheGuilfordPressYXYeY1XWModel11ConceptualDiagramStatisticalDiagramXWWZXZXWZZZeMiMic'a1ia2ia3ia4ia5ibia6ia7iConditionalindirec