BookmarkSubscribeRSS Feed
Problem-Solver
Calcite | Level 5

Do you have any Proc Calis codes that include mediating and moderating variables that you may share/send to me.  

 

Please see the following: 

  1. SAS Code 
  2. Figure 
  3. Log file 

 

My question is how do I include the mediating/moderating variable, perceived risk, in the SEM for the FA1 equation below? 

 

Thank you and I look forward to hearing from you. 

Sincerely, 

Efosa 

 

 

 

proc corr  data=Sasuser.Chatb outp=banner; 

 run

 PROCfactor DATA=banner(TYPE=CORRnfactors7rotate=varimax fuzz=0.00

   title"Exploratory Factor Analysis for Smartphone"

   title2"Preferences for Speakers/Topics"

   title3"THIRTEEN Factors Using pairwise deletion of missing values"

   var IN3-IN6 PRI PR2-PR4 UB1-UB4  HB1-HB6 SB1-SB5 PA1-PA5 PI1-PI4;  

 

run

 

   

proc caliscovariance corrresidual modification ; 

  title"SEM - 1 Factor model - Var(F)=1"

   lineqs 

       

            IN3 = AA3 FA1 + E3,           /*  Continuous Use Intention*/ 

            IN4 = AA4 FA1 + E4, 

            IN5 = AA5 FA1 + E5, 

            IN6 = AA6 FA1 + E6, 

 

            PRI = B1 FA2 + E7,            /*  Perceived Risk */ 

            PR2 = B2 FA2 + E8, 

            PR3 = B2 FA2 + E9, 

            PR4 = B2 FA2 + E10, 

 

            UB1 = CC1 FA3 + E11,    /*  Utilitarian Benefits */ 

            UB2   = CC2 FA3 + E12, 

            UB3 = CC3 FA3 + E13, 

            UB4 = CC4 FA3 + E14, 

 

            HB1 = DD1 FA4 + E15,    /*  Hedonic Benefits */ 

            HB2 = DD2 FA4 + E16, 

            HB3 = DD3 FA4 + E17, 

            HB4 = DD4 FA4 + E18, 

            HB5 = DD5 FA4 + E19, 

            HB6 = DD6 FA4 + E20, 

 

            SB1 = EE1 FA5 + E21,          /*  Social Benefits */ 

            SB2 = EE2 FA5 + E22, 

            SB3 = EE3 FA5 + E23, 

            SB4 = EE4 FA5 + E24, 

            SB5 = EE5 FA5 + E25, 

 

            PA1 = FF1 FA6 + E26,          /*  Perceved Athropomorphism */ 

            PA2 = FF2 FA6 + E27, 

            PA3 = FF3 FA6 + E28, 

            PA4 = FF4 FA6 + E29, 

            PA5 = FF5 FA6 + E30, 

 

            PI1 = GG1 FA7 + E31,          /*  Perceived Intelligence */ 

            PI2 = GG2 FA7 + E32, 

            PI3 = GG3 FA7 + E33, 

            PI4 = GG4 FA7 + E34, 

 

            FA3 = PFA3 FA6 + PFA4 FA7 + D1,  /* SEM for Utilitarian Benefits */ 

             

            FA4 = PFA9 FA6 + PFA10 FA7 + D2,  /*  SEM Hedonic Benefits */ 

 

            FA5 = PFA11 FA6 + PFA12 FA7 + D3,   /*  SEM Social Benefits */ 

 

             

            FA1 = PFA20 FA3 + PFA21 FA4 + PFA22 FA5 + D4;   /*  Continuous Use Intention*/ 

             

 

std 

             E3-E34 = VARE3-VARE34, 

             FA2 = VARFA2, 

             FA6-FA7 = VARFA6-VARFA7, 

             D1-D4 = VARD1-VARD4; 

COV 

            FA2 FA6 = CFA2FA6, 

            FA2 FA7 = CFA2FA7, 

            FA6 FA7 = CFA6FA7; 

 

run; 

ProblemSolver_0-1673622740315.png

 

ProblemSolver_1-1673622740320.png

 

1 REPLY 1
Problem-Solver
Calcite | Level 5

Do you have any Proc Calis codes that include mediating and moderating variables that you may share/send to me.  

 

Please see the following: 

  1. SAS Code 
  2. Figure 
  3. Log file 

 

My question is how do I include the mediating/moderating variable, perceived risk, in the SEM for the FA1 equation below? 

 

Thank you and I look forward to hearing from you. 

Sincerely, 

Efosa 

 

 

 

proc corr  data=Sasuser.Chatb outp=banner; 

 run

 PROCfactor DATA=banner(TYPE=CORRnfactors7rotate=varimax fuzz=0.00

   title"Exploratory Factor Analysis for Smartphone"

   title2"Preferences for Speakers/Topics"

   title3"THIRTEEN Factors Using pairwise deletion of missing values"

   var IN3-IN6 PRI PR2-PR4 UB1-UB4  HB1-HB6 SB1-SB5 PA1-PA5 PI1-PI4;  

 

run

 

   

proc caliscovariance corrresidual modification ; 

  title"SEM - 1 Factor model - Var(F)=1"

   lineqs 

       

            IN3 = AA3 FA1 + E3,           /*  Continuous Use Intention*/ 

            IN4 = AA4 FA1 + E4, 

            IN5 = AA5 FA1 + E5, 

            IN6 = AA6 FA1 + E6, 

 

            PRI = B1 FA2 + E7,            /*  Perceived Risk */ 

            PR2 = B2 FA2 + E8, 

            PR3 = B2 FA2 + E9, 

            PR4 = B2 FA2 + E10, 

 

            UB1 = CC1 FA3 + E11,    /*  Utilitarian Benefits */ 

            UB2   = CC2 FA3 + E12, 

            UB3 = CC3 FA3 + E13, 

            UB4 = CC4 FA3 + E14, 

 

            HB1 = DD1 FA4 + E15,    /*  Hedonic Benefits */ 

            HB2 = DD2 FA4 + E16, 

            HB3 = DD3 FA4 + E17, 

            HB4 = DD4 FA4 + E18, 

            HB5 = DD5 FA4 + E19, 

            HB6 = DD6 FA4 + E20, 

 

            SB1 = EE1 FA5 + E21,          /*  Social Benefits */ 

            SB2 = EE2 FA5 + E22, 

            SB3 = EE3 FA5 + E23, 

            SB4 = EE4 FA5 + E24, 

            SB5 = EE5 FA5 + E25, 

 

            PA1 = FF1 FA6 + E26,          /*  Perceved Athropomorphism */ 

            PA2 = FF2 FA6 + E27, 

            PA3 = FF3 FA6 + E28, 

            PA4 = FF4 FA6 + E29, 

            PA5 = FF5 FA6 + E30, 

 

            PI1 = GG1 FA7 + E31,          /*  Perceived Intelligence */ 

            PI2 = GG2 FA7 + E32, 

            PI3 = GG3 FA7 + E33, 

            PI4 = GG4 FA7 + E34, 

 

            FA3 = PFA3 FA6 + PFA4 FA7 + D1,  /* SEM for Utilitarian Benefits */ 

             

            FA4 = PFA9 FA6 + PFA10 FA7 + D2,  /*  SEM Hedonic Benefits */ 

 

            FA5 = PFA11 FA6 + PFA12 FA7 + D3,   /*  SEM Social Benefits */ 

 

             

            FA1 = PFA20 FA3 + PFA21 FA4 + PFA22 FA5 + D4;   /*  Continuous Use Intention*/ 

             

 

std 

             E3-E34 = VARE3-VARE34, 

             FA2 = VARFA2, 

             FA6-FA7 = VARFA6-VARFA7, 

             D1-D4 = VARD1-VARD4; 

COV 

            FA2 FA6 = CFA2FA6, 

            FA2 FA7 = CFA2FA7, 

            FA6 FA7 = CFA6FA7; 

 

run; 

ProblemSolver_0-1674055806823.png

 

ProblemSolver_1-1674055806825.png

 

SAS Innovate 2025: Call for Content

Are you ready for the spotlight? We're accepting content ideas for SAS Innovate 2025 to be held May 6-9 in Orlando, FL. The call is open until September 25. Read more here about why you should contribute and what is in it for you!

Submit your idea!

What is ANOVA?

ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.

Find more tutorials on the SAS Users YouTube channel.

Discussion stats
  • 1 reply
  • 542 views
  • 0 likes
  • 1 in conversation