Model Templates for PROCESS for SPSS and SAS
January 5, 2018 | Author: Maaike van Boven | Category: N/A
Short Description
spss mediator moderator...
Description
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 1 Conceptual Diagram
M
Y
X
Statistical Diagram
X
M
b1 b2 b3
XM
Conditional effect of X on Y = b1 + b3M
eY 1
Y
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 2 Conceptual Diagram
M
W
Y
X
Statistical Diagram
XM b4
M
b2 b1
X
b3
W b5
XW
Conditional effect of X on Y = b1 + b4M + b5W
eY 1
Y
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 3 Conceptual Diagram
M
W
Y
X
Statistical Diagram
MW b6
XM b4
M
eY
b2
1
b1
X
Y
b3 b5
W
b7
XW XMW
Conditional effect of X on Y = b1 + b4M + b5W+ b7MW
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 4 Conceptual Diagram
Mi
Y
X
Statistical Diagram
eMi 1
Mi ai
bi
eY 1
c'
X
Indirect effect of X on Y through Mi = ai bi Direct effect of X on Y = c' Note: Model 4 allows up to 10 mediators operating in parallel.
Y
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 5 Conceptual Diagram
Mi
W
Y
X
Statistical Diagram eMi 1
Mi ai
bi
eY 1
c1'
X
c2'
W
c3'
XW
Indirect effect of X on Y through Mi = ai bi Conditional direct effect of X on Y = c1' + c3'W *Model 5 allows up to 10 mediators operating in parallel
Y
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 6 (2 mediators) Conceptual Diagram
M2
M1
Y
X
Statistical Diagram
eM2
e M1
1
1
M1 a1
d21
a2
M2 b1
b2
eY 1
c'
X
Y
Indirect effect of X on Y through Mi only = ai bi Indirect effect of X on Y through M1 and M2 in serial = a1 d21 b2 Direct effect of X on Y = c' Note: Model 6 allows up to 4 mediators operating in serial.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 6 (3 mediators) Conceptual Diagram
M2 M3
M1
Y
X
Statistical Diagram eM
2
1
eM
1
1
d21
M1 a1
a2
eM M2
d32
3
1
M3
d31
b2
a3
b3
eY
b1
1
c'
X
Indirect effect of X on Y through Mi only = ai bi Indirect effect of X on Y through M1 and M2 in serial = a1 d21 b2 Indirect effect of X on Y through M1 and M3 in serial = a1 d31 b3 Indirect effect of X on Y through M2 and M3 in serial = a2 d32 b3 Indirect effect of X on Y through M1, M2, and M3 in serial = a1 d21 d32 b3 Direct effect of X on Y = c'
Y
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 6 (4 mediators) Conceptual Diagram
M3
M2
M4
M1
Y
X
Statistical Diagram eM
eM
1
1
3
2
eM
1
d21
1
M2 d31
M1 a1
a2
d32
eM
d43
4
1
d42
M4
d41 b2
a3 a4
X
M3
b1
b3
b4
c'
Indirect effect of X on Y through Mi only = ai bi Indirect effect of X on Y through M1 and M2 in serial = a1 d21 b2 Indirect effect of X on Y through M1 and M3 in serial = a1 d31 b3 Indirect effect of X on Y through M1 and M4 in serial = a1 d41 b4 Indirect effect of X on Y through M2 and M3 in serial = a2 d32 b3 Indirect effect of X on Y through M2 and M4 in serial = a2 d42 b4 Indirect effect of X on Y through M3 and M4 in serial = a3 d43 b4 Indirect effect of X on Y through M1, M2, and M3 in serial = a1 d21 d32 b3 Indirect effect of X on Y through M1, M2, and M4 in serial = a1 d21 d42 b4 Indirect effect of X on Y through M1, M3, and M4 in serial = a1 d31 d43 b4 Indirect effect of X on Y through M2, M3, and M4 in serial = a2 d32 d43 b4 Indirect effect of X on Y through M1, M2, M3, and M4 in serial = a1 d21 d32 d43 b4 Direct effect of X on Y = c'
eY 1
Y
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 7 Conceptual Diagram
Mi
W
Y
X
Statistical Diagram eMi 1
Mi a1i
bi
eY 1
a 2i c'
Y
X a3i
W
XW
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)bi Direct effect of X on Y = c' Note: Model 7 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 8 Conceptual Diagram
Mi
W
Y
X
Statistical Diagram eMi 1
Mi a1i
bi
eY 1
a 2i c1'
X a3i
W
Y
c2' c3'
XW
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)bi Conditional direct effect of X on Y = c1' + c3'W Note: Model 8 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 9 Conceptual Diagram
Mi W
Y
X
Z
Statistical Diagram eMi 1
Mi a1i
bi
eY 1
a 2i
Y
X c' a3i
W
a4i
a5i
Z XW
XZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ) bi Direct effect of X on Y = c' *Model 9 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 10 Conceptual Diagram
Mi W
Y
X
Z
Statistical Diagram e Mi 1
Mi a1i
bi
eY
a5i
a2i
1
c1'
X
Y
c2'
a3 i
c3'
W
a 4i
c4'
c5'
Z XW
XZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ) bi Conditional direct effect of X on Y = c1' + c4'W + c5'Z *Model 10 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 11 Conceptual Diagram
Mi
W
Z
Y
X
Statistical Diagram e Mi 1
Mi a1i bi a2i
X
eY 1
W
a 3i
Z
a4i
XW
c'
a5i
a6i
Y
a7i
XZ WZ
XWZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) bi Direct effect of X on Y = c' *Model 11 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 12 Conceptual Diagram
Mi
W
Z
Y
X
Statistical Diagram eMi 1
Mi a1i
bi
eY
a2i
X
1
c1' c2'
a3i
W
Y
c3'
a4i
c4'
Z
c5'
a5i
XW
c6' a 6i
a7i
c7'
XZ WZ
XWZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) bi Conditional direct effect of X on Y = c1' + c4'W + c5'Z + c7'WZ Note: Model 12 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 13 Conceptual Diagram
Mi
W
Z
Y
X
Statistical Diagram eMi 1
Mi a1i
bi
eY
a2i
X
c1'
a3i
W
c2'
1
Y
a4i
Z
c3'
a5i
XW
a6i
a7i
XZ WZ
XWZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) bi Conditional direct effect of X on Y = c1' + c3'W *Model 13 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 14 Conceptual Diagram
V
Mi
Y
X
Statistical Diagram eMi 1
Mi ai
b 1i
eY 1
c'
Y
X b2
V
b3i
MiV
Conditional indirect effect of X on Y through Mi = ai (b1i + b3iV) Direct effect of X on Y = c' Note: Model 14 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 15 Conceptual Diagram
V
Mi
Y
X
Statistical Diagram eMi 1
Mi b 1i
ai
XV c3' c1'
X
eY 1
Y
c2'
V
b2 i
MiV
Conditional indirect effect of X on Y through Mi = ai (b1i + b2iV) Conditional direct effect of X on Y = c1' + c3'V Note: Model 15 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 16 Conceptual Diagram
Mi V
Y
X
Q
Statistical Diagram eMi 1
Mi ai
b 1i
eY 1
c'
Y
X b2
V
b3 b4i
b5i
Q MiV
MiQ
Conditional indirect effect of X on Y through Mi = ai (b1i + b4iV + b5iQ) Direct effect of X on Y = c' *Model 16 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 17 Conceptual Diagram
Mi V
Y
X
Q
Statistical Diagram eMi 1
Mi ai
b1i
XV
eY
c4'
1
c1'
X
Y
c2' c3'
V
b2 i
c5'
b 3i
Q XQ
MiV
MiQ
Conditional indirect effect of X on Y through Mi = ai (b1i + b2iV + b3iQ) Conditional direct effect of X on Y = c1' + c4'V + c5'Q *Model 17 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 18 Conceptual Diagram
Mi
V
Q
Y
X
Statistical Diagram eMi 1
Mi ai b1i
X
c'
1
b2
V
eY
Y
b3
Q
b4 i b5i
MiV
b6
b7i
MiQ VQ
MiVQ
Conditional indirect effect of X on Y through Mi = ai (b1i + b4iV + b5iQ + b7iVQ) Direct effect of X on Y = c' *Model 18 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 19 Conceptual Diagram
Mi
V
Q
Y
X
Statistical Diagram e Mi 1
Mi ai b1i
X
eY
c1'
1
c2'
V
Y
c3'
Q
c4' c5'
XV
c6'
c7'
b2i
b3i
b4i
XQ VQ
XVQ
MiV
MiQ
MiVQ
Conditional indirect effect of X on Y through Mi = ai (b1i + b2iV + b3iQ + b4iVQ) Conditional direct effect of X on Y = c1' + c4'V + c5'Q + c7'VQ *Model 19 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 20 Conceptual Diagram
Mi
V
Q
Y
X
Statistical Diagram e Mi 1
Mi ai b1i
eY
c1'
X
1
c2'
V
Y
c3'
XV
b2 b3
Q
b4i
b5i
b6i
MiV MiQ
VQ
MiVQ
Conditional indirect effect of X on Y through Mi = ai (b1i + b3iV + b4iQ + b6iVQ) Conditional direct effect of X on Y = c1' + c3'V *Model 20 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 21 Conceptual Diagram
V
Mi
W
Y
X
Statistical Diagram e Mi 1
Mi a1i
b1 i
eY 1
a2i c'
Y
X a3i
W
b2
XW
V
b3i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b3iV) Direct effect of X on Y = c' Note: Model 21 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 22 Conceptual Diagram
V
Mi
W
Y
X
Statistical Diagram e Mi 1
Mi a1i a2i
b1 i
1
c1'
X
eY
a3i
Y
c2'
W
c3'
XW
b2
V
b3i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b3iV) Conditional direct effect of X on Y = c1' + c3'W Note: Model 22 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 23 Conceptual Diagram
V
Mi
W
Y
X
Z
Statistical Diagram e Mi 1
Mi b1i
a 1i
eY 1
a2i c'
Y
X a3i a 4i
W
a5i
b2
b3i
Z XW
XZ
V
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b3iV) Direct effect of X on Y = c' *Model 23 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 24 Conceptual Diagram
V
Mi
W
Y
X
Z
Statistical Diagram e Mi 1
Mi b1i
a 1i
eY 1
a2i c1'
X a 3i
a4i
a5i
Y
c2' c3'
W c4'
b2
b3i
c5'
Z XW
XZ
V
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b3iV) Conditional direct effect of X on Y = c1' + c4'W + c5' Z *Model 24 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 25 Conceptual Diagram
Mi
W
V
Z
Y
X
Statistical Diagram eMi 1
Mi a1i b1i
a2i
X
eY 1
W
a3i
Z
a4i
XW
c'
a 5i
a6 i
Y
a7i
b2
b3i
XZ WZ
XWZ
V
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b3iV) Direct effect of X on Y = c' *Model 25 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 26 Conceptual Diagram
Mi
W
V
Z
Y
X
Statistical Diagram eMi 1
Mi a1i
b1i
eY
a2i
X
1
c1' c2' c3'
a3i
W a4i
Y
c4'
Z
c5'
a5i
XW
c6' a6i
a7i
b2
c7'
b3i
XZ WZ
XWZ
V
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b3iV) Conditional direct effect of X on Y = c1' + c4'W + c5'Z + c7'WZ *Model 26 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 27 Conceptual Diagram
Mi
W
V
Z
Y
X
Statistical Diagram eMi 1
Mi a1i
b1i
eY
a2i
X
1
c1' c2'
a3i
W a4i
Y
c3'
Z a 5i
XW a6i
b2
b3i
a7i
XZ WZ
XWZ
V
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b3iV) Conditional direct effect of X on Y = c1' + c3'W *Model 27 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 28 Conceptual Diagram
V
Mi
W
Y
X
Statistical Diagram eMi 1
Mi b 1i
a 1i
eY 1
a2i c1'
X W XW
a3i
c3'
XV
Y
c2'
V
b2i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b2iV) Conditional direct effect of X on Y = c1' + c3'V *Model 28 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 29 Conceptual Diagram
V
Mi
W
Y
X
Statistical Diagram eMi 1
Mi b 1i
a 1i
eY 1
a2i c1'
X
Y
c2'
W
a3i
c4' c3'
b2i
c5'
XW
XV
V
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b2iV) Conditional direct effect of X on Y = c1' + c4'W + c5'V *Model 29 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 30 Conceptual Diagram
V
Mi
W
Y
X
Z
Statistical Diagram e Mi 1
Mi b1i
a 1i
eY 1
a2i c1'
X
Y
a 3i
W
a4i a5i
Z XW
XZ
c2'
V
XV
c3'
b2i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b2iV) Conditional direct effect of X on Y = c1' + c3'V *Model 30 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 31 Conceptual Diagram
V
Mi
W
Y
X
Z
Statistical Diagram e Mi 1
Mi b1i
a 1i
eY 1
a2i
c1'
X
Y
c2'
a 3i
c3'
W
a4i
c4' a 5i
c5'
Z XW
XZ
V
c6'
c7'
XV
b2i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b2iV) Conditional direct effect of X on Y = c1' + c4'W + c5'Z + c7'V *Model 31 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 32 Conceptual Diagram
Mi
W
V
Z
Y
X
Statistical Diagram e Mi 1
Mi a 1i b 1i
a2i
X
1
c1'
a3i
eY
Y
W a4i
Z
a 5i
XW
a6 i
a7i
c2'
b2i
c3'
XZ WZ
XWZ
V
XV
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b2iV) Conditional direct effect of X on Y = c1' + c3'V *Model 32 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 33 Conceptual Diagram
Mi
W
V
Z
Y
X
Statistical Diagram e Mi 1
Mi a 1i b 1i
a2i
X
1
c1'
a3i
c2'
W
eY
Y
c3' c4'
Z
c5'
a 4i
c6'
XW
a5i
c7' a6i
c8'
b2i
c9'
a7i
XZ WZ
XWZ
V
XV
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b2iV) Conditional direct effect of X on Y = c1' + c4'W + c5'Z + c7'WZ + c9'V *Model 33 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 34 Conceptual Diagram
Mi
W
V
Z
Y
X
Statistical Diagram e Mi 1
Mi a 1i b 1i
a2i
X
1
c1'
a3i
c2'
W
XW
a5i
Y
c3'
a4i
Z
eY
a6i
c4'
a7i
c5'
b2i
XZ WZ
XWZ
V
XV
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b2iV) Conditional direct effect of X on Y = c1' + c3'W + c5'V *Model 34 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 35 Conceptual Diagram
Mi
W
V
Y
X
Q
Statistical Diagram eMi 1
Mi a 1i b1i
a2i
X
c'
W
eY 1
Y
a 3i b2
XW
b3 b 4i
V
b 5i
Q MiV
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b4iV + b5iQ) Direct effect of X on Y = c' *Model 35 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 36 Conceptual Diagram
Mi
W
V V
Y
X
Q
Statistical Diagram eMi 1
Mi a 1i b1i
a2i
X
eY
c1'
W
1
Y
a 3i c2'
XW
c3' c4'
V
c5'
b2i
b3i
Q XV
XQ
MiV
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b2iV + b3iQ) Conditional direct effect of X on Y = c1' + c4'V + c5'Q *Model 36 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 37 Conceptual Diagram
Mi
W
V
Q
Y
X
Statistical Diagram eMi 1
Mi a 1i b1 i
a2i
X
eY
c'
W
1
Y
a 3i b2
XW b3 b4i
V
b5i
b6
b7i
Q MiV
MiQ
VQ
MiVQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b4iV + b5iQ + b7iVQ) Direct effect of X on Y = c' *Model 37 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 38 Conceptual Diagram
Mi
W
V
Q
Y
X
Statistical Diagram e Mi 1
Mi a3i
XW
a2i
b 1i
a1i
eY
W
1
c1'
Y
X c2'
V c3'
Q c4'
XV XQ
c5'
VQ
c6'
c7'
XVQ
b2i
MiV
b3i
MiQ
b 4i
MiVQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b2iV + b3iQ + b4iVQ) Conditional direct effect of X on Y = c1' + c4'V + c5'Q + c7'VQ *Model 38 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 39 Conceptual Diagram
Mi
W
V
Q
Y
X
Statistical Diagram eMi 1
Mi a 1i
X W
b1 i
a2i
eY
c1'
1
Y
a 3i c2'
XW
c3'
V b2
b3 i
b4 i
b5
b 6i
VX Q
MiV
MiQ
VQ
MiVQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b3iV + b4iQ + b6iVQ) Conditional direct effect of X on Y = c1' + c3'V *Model 39 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 40 Conceptual Diagram
Mi
W
V
Y
X
Q
Statistical Diagram eMi 1
Mi a 1i b1i
a2i
X
c1'
1
c2'
W
a 3i
eY
Y
c3' b2
XW
b3
V
b4i
b5i
Q MiV
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b4iV + b5iQ) Conditional direct effect of X on Y = c1' + c3'W *Model 40 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 41 Conceptual Diagram
Mi
W
V V
Y
X
Q
Statistical Diagram eMi 1
Mi a 1i b1i
a2i
X
eY
c1'
1
c2'
W a3i
Y
c3' c4'
XW
c5' c6'
V
c7'
b2i
b3i
Q XV
XQ
MiV
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b2iV + b3iQ) Conditional direct effect of X on Y = c1' + c3'W + c6'V + c7'Q *Model 41 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 42 Conceptual Diagram
Mi
W
V
Q
Y
X
Statistical Diagram eMi 1
Mi a 1i b1 i
a2i
X
eY
c1'
1
c2'
W
a 3i
Y
c3' b2i
XW
b3i b4i
V
b5i
b6i
b7i
VQ
MiVQ
Q MiV
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b4iV + b5iQ + b7iVQ) Conditional direct effect of X on Y = c1' + c3'W *Model 42 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 43 Conceptual Diagram
Mi
W
V
Q
Y
X
Statistical Diagram e Mi 1
Mi a3i a 2i
XW
b 1i c3'
W
eY
c2'
a1i
1
c1'
Y
X c4'
V c5'
Q c6'
XV XQ
c7'
VQ
c8'
c9'
XVQ
b2i
MiV
b3i
MiQ
b 4i
MiVQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b2iV + b3iQ + b4iVQ) Conditional direct effect of X on Y = c1' + c3'W + c6'V + c7'Q + c9'VQ *Model 43 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 44 Conceptual Diagram
Mi
W
V
Q
Y
X
Statistical Diagram eMi 1
Mi a 1i
X W
b1 i
a2i
eY
c1'
1
c2' a 3i
Y
c3' c4'
XW
c5'
V b2
b3 i
b4 i
b 5i
b 6i
VX Q
MiV
MiQ
VQ
MiVQ
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b3iV + b4iQ + b6iVQ) Conditional direct effect of X on Y = c1' + c3'W + c5'V *Model 44 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 45 Conceptual Diagram
V
Mi
W
Y
X
Z
Q
Statistical Diagram e Mi 1
Mi a1i b1i
a2i
X
eY 1
W
a3i
Z
a4i
XW
c'
a5i
Y
b3
b2
b4i
b5i
XZ V
Q
MiV
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b4iV + b5iQ) Direct effect of X on Y = c' *Model 45 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 46 Conceptual Diagram
Mi
W
V
Z
Y
X
Q
Statistical Diagram e Mi 1
Mi a 4i
XW
a2i
b1i
a1i
eY
W
1
a3i c'
Y
X a5i
Z a6i
a7i
XZ WZ
b2
XWZ
V
b3
Q
b4 i
MiV
b5i
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b4iV + b5iQ) Direct effect of X on Y = c' *Model 46 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 47 Conceptual Diagram
Mi
W
V
Q
Y
X
Z
Statistical Diagram eMi 1
VQ
Mi
MiVQ
a4i
XW
a2i
b1 i
b6i
b 7i
a1i
W c'
X Z
Y
a3i
1
eY a5i
XZ
b2
V
b3
Q
b4 i
MiV
b 5i
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b4iV + b5iQ + b7iVQ) Direct effect of X on Y = c' *Model 47 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 48 Conceptual Diagram
Mi
W
V
Z
Q
X
Y
Statistical Diagram eMi 1
VQ
Mi
MiVQ
a4i
XW
a2i
b1i
b6 i
b 7i
a1i
W a 3i c'
Y
X a 5i
1
eY
Z a6i
a7i
XZ WZ
b2
XWZ
V
b3
Q
b4i
MiV
b 5i
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) . (b1i + b4iV + b5iQ + b7iVQ) Direct effect of X on Y = c' *Model 48 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 49 Conceptual Diagram
V
Mi
W
Y
X
Z
Q
Statistical Diagram e Mi 1
Mi a1i b1i
a2i
X
eY
c1'
1
c2'
W
Y
c3'
a3i
c4'
Z a4i
XW
c5' a5i
b2
b3
b4i
b5i
XZ V
Q
MiV
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b4iV + b5iQ) Conditional direct effect of X on Y = + c1' + c4'W + c5' Z *Model 49 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 50 Conceptual Diagram
V
Mi
W
Y
X
Z
Q
Statistical Diagram eMi 1
Mi a4i a2i
XW
b1i
a1i
eY
W
1
c1'
X
Y
a3i
Z
a5i c2'
XZ V
Q
c3'
XV
c4'
c5'
XQ
b2i
MiV
b 3i
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b2iV + b3iQ) Conditional direct effect of X on Y = c1' + c4'V + c5'Q *Model 50 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 51 Conceptual Diagram
V
Mi
W
Z
Y
X
Q
Statistical Diagram eMi 1
Mi a4i
XW
b 1i
a2i a1i
c4'
W
eY
c2' c1' c3'
X a3i
Z a5i
a6i
a7 i c6' c7'
XZ WZ
1
XWZ
Y
c5'
b2
V
b3
Q
b4i
MiV
b5i
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b4iV + b5iQ) Conditional direct effect of X on Y = c1' + c4'W + c5'Z + c7'WZ *Model 51 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 52 Conceptual Diagram
V
Mi
W
Z
Y
X
Q
Statistical Diagram eMi 1
Mi
MiV
MiQ
a4i
XW
a2i b1i
b2i
b3i
a1i
W c1'
X
Y
a3i
Z a5i
a6i
XZ WZ
1
a7 i
c2'
XWZ
V
c3'
Q
c4'
XV
eY
c5'
XQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b2iV + b3iQ) Conditional direct effect of X on Y = c1' + c4'V + c5'Q *Model 52 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 53 Conceptual Diagram
Mi
W
V
Q
Y
X
Z
Statistical Diagram eMi 1
Mi a4i b 1i
a2i
XW
a1i
c4'
W
eY
c2'
1
c1'
X
Y
c3'
a3i
c5'
Z a5i
XZ
b2
V
Q
b3
b4i
MiV
b5 i
MiQ
b6
VQ
b7i
MiVQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b4iV + b5iQ + b7iVQ) Conditional direct effect of X on Y = c1' + c4'W + c5'Z *Model 53 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 54 Conceptual Diagram
Mi
W
V
Q
Y
X
Z
Statistical Diagram e Mi 1
Mi
XQ
XV
XVQ
a4i c5'
c4'
a2i
XW
c7'
b1i
a1i
W c1'
X
eY
Y 1
a3i
Z a 5i
XZ
c2'
V
Q
c3'
MiV
b2i
b3i
MiQ
c6'
b4i
VQ
MiVQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b2iV + b3iQ + b4iVQ) Conditional direct effect of X on Y = c1' + c4'V + c5'Q + c7'VQ *Model 54 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 55 Conceptual Diagram
Mi
W
V
Z
Q
X
Y
Statistical Diagram eMi 1
VQ
Mi
MiVQ
a 4i
XW
a2i
b1i
a1i
b6
b7i
c4'
W
c2' c1' c3'
X a3i
Z a5i
a6i
c6' c7'
XZ WZ
a7i
XWZ
Y
c5'
b2
V
1
b3
Q
b4 i
MiV
eY
b5i
MiQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) . (b1i + b4iV + b5iQ + b7iVQ) Conditional direct effect of X on Y = c1' + c4'W + c5'Z + c7'WZ *Model 55 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 56 Conceptual Diagram
Mi
W
V
Z
Q
X
Y
Statistical Diagram e Mi 1
XVQ
Mi
MiV
MiQ
MiVQ
a4i
XW
c7'
a2i
b2i
b3i
b4i
b1i
a1i
W c1'
X
Y 1
a3i
Z a5i
a6i
a7i
c2'
XZ WZ
XWZ
eY
V
c3'
Q
c4'
XV
c5'
XQ
c6'
VQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) . (b1i + b2iV + b3iQ + b4iVQ) Conditional direct effect of X on Y = (c1' + c4'V + c5'Q + c7'VQ) *Model 56 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 57 Conceptual Diagram
Mi
W
V
Z
Q
X
Y
Statistical Diagram e Mi 1
XVQ
Mi
MiV
MiQ
MiVQ
a4i
XW
c13'
a2i
b2i
b3i
b4i
b1i
a1i
c4'
W
c2' c1' c3'
X a3i
Z a5i
a6i
c6' c7'
XZ WZ
a7i
XWZ
V
Y 1
eY
c5'
c8'
c9'
Q
c10'
XV
c11'
XQ
c12'
VQ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) . (b1i + b2iV + b3iQ + b4iVQ) Conditional direct effect of X on Y = (c1' + c4'W + c5'Z + c7'WZ + c10'V + c11'Q + c13'VQ) *Model 57 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 58 Conceptual Diagram
W
Mi
Y
X
Statistical Diagram eMi 1
Mi b 1i
a1i
eY 1
a2i c'
Y
X a3i b2
W
b3i
XW
MiW
Conditional indirect effect of X on Y through Mi = (a1i + a3iW) (b1i + b3iW) Direct effect of X on Y = c' Note: Model 58 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 59 Conceptual Diagram
Mi
Y
X
W
Statistical Diagram eMi 1
Mi a1i
b 1i
eY 1
a2i c1'
X a3 i
Y
c2' c3'
W
b2i
XW
MiW
Conditional indirect effect of X on Y through Mi = (a1i + a3iW) (b1i + b2iW) Conditional direct effect of X on Y = c1' + c3'W Note: Model 59 allows up to 10 mediators operating in parallel.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 60 Conceptual Diagram
Mi Z
Y
X
W
Statistical Diagram e Mi 1
Mi b1i
a1i
eY 1
a2i c'
Y
X b2
a 3i
W a4i
a5i
b3i
Z XW
XZ
MiW
Conditional indirect effect of X on Y through Mi = (a1i + a4iW+ a5iZ) (b1i + b3iW) Direct effect of X on Y = c' *Model 60 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 61 Conceptual Diagram
Mi Z
Y
X
W
Statistical Diagram e Mi 1
Mi b1i
a1i
eY 1
a2i c1'
X
Y
c2'
a 3i
W a4i
a5i
c3'
b2i
Z XW
XZ
MiW
Conditional indirect effect of X on Y through Mi = (a1i + a4iW+ a5iZ) (b1i + b2iW) Conditional direct effect of X on Y = c1' + c3'W *Model 61 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 62 Conceptual Diagram
Mi Z
Y
X
W
Statistical Diagram e Mi 1
Mi b1i
a1i
eY 1
a2i c1'
X a 3i
a4i
a5i
W
Y
b2 c2'
c3'
b3i
Z XW
XZ
MiW
Conditional indirect effect of X on Y through Mi = (a1i + a4iW+ a5iZ) (b1i + b3iW) Conditional direct effect of X on Y = c1' + c3'Z *Model 62 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 63 Conceptual Diagram
Mi Z
Y
X
W
Statistical Diagram e Mi 1
Mi b1i
a1i
eY 1
a2i c1'
X a3i
a4i
a 5i
Y
c2' c3'
W c4'
c5'
b2 i
Z XW
XZ
MiW
Conditional indirect effect of X on Y through Mi = (a1i + a4iW+ a5iZ) (b1i + b2iW) Conditional direct effect of X on Y = c1' + c4'W + c5'Z *Model 63 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 64 Conceptual Diagram
Mi
V
Y
X
W
Statistical Diagram e Mi 1
Mi a1i
b1i
eY 1
a2i c'
Y
X a 3i
b2
W b3
XW
V
MiW
b4i
b5 i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW) (b1i + b4iW + b5iV) Direct effect of X on Y = c' *Model 64 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 65 Conceptual Diagram
Mi
V
Y
X
W
Statistical Diagram e Mi 1
Mi a1i
b1 i
eY 1
a2i c1'
X a3i
Y
c2' c3'
W
b2
XW
V
MiW
b3 i
b4i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW) (b1i + b3iW + b4iV) Conditional direct effect of X on Y = c1' + c3'W *Model 65 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 66 Conceptual Diagram
Mi
V
Y
X
W
Statistical Diagram e Mi 1
Mi b1i
a1i
eY
a2i
1
c1'
X
Y
b2
a3i
W
c2'
XW
V
c3'
XV
b3i
MiW
b4i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW) (b1i + b3iW + b4iV) Conditional direct effect of X on Y = c1' + c3'V *Model 66 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 67 Conceptual Diagram
Mi
V
Y
X
W
Statistical Diagram e Mi 1
Mi b1i
a1i
eY
a2i
1
c1'
X
Y
c2'
a3i
c3'
W
c4'
XW
V
XV
c5'
MiW
b2i
b3i
MiV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW) (b1i + b2iW + b3iV) Conditional direct effect of X on Y = c1' + c3'W + c5'V *Model 67 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 68 Conceptual Diagram
Mi
Y
X
Z
W
Statistical Diagram e Mi 1
Mi a1i b 1i
a 2i
X a 3i
W
eY 1
c' b2
Y
a4i
Z
a5i a6i
XW
a7i
b3i
XZ WZ
XWZ
MiW
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b3iW) Direct effect of X on Y = c' *Model 68 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 69 Conceptual Diagram
Mi
Y
X
Z
W
Statistical Diagram e Mi 1
Mi a1i b 1i
a 2i
X a 3i
W
eY 1
c1' c2'
Y
c3'
a4i
c4'
Z
c5'
a5i
XW
a6i
c6' c7'
b2i
a7i
XZ WZ
XWZ
MiW
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ)(b1i + b2iW) Conditional direct effect of X on Y = c1' + c4'W + c5'Z + c7'WZ *Model 69 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 70 Conceptual Diagram
Mi
Y
X
V
W
Statistical Diagram e Mi 1
Mi b1i
a1i a2i
eY 1
a3 i c'
Y
X b2
W
b3
XW b4i
V
MiW
b5 i
MiV
b6
WV
b7i
MiWV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b4iW + b5iV + b7iWV) Direct effect of X on Y = c' *Model 70 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 71 Conceptual Diagram
Mi
Y
X
V
W
Statistical Diagram e Mi 1
Mi a1i b 1i
a2i
X
eY 1
c1'
a3i
c2'
W
Y
c3' c4'
V
c5' c6'
XW
c7'
b2 i
b 3i
b4i
XV WV
XWV
MiW
MiV
MiWV
Conditional indirect effect of X on Y through Mi = (a1i + a3iW)(b1i + b2iW + b3iV + b4iWV) Conditional direct effect of X on Y = c1' + c4'W + c5'V + c7'WV *Model 71 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 72 Conceptual Diagram
Mi
Y
X
Z
W
Statistical Diagram e Mi 1
Mi a 1i b1i
a2i
X
1
c'
a 3i
b2
W
a 4i
Z
eY
Y
b3
a 5i
b6 a6i
XW
a7i
b4i b5i
b7i
XZ WZ
XWZ
MiW
MiZ
MiWZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) . (b1i + b4iW + b5iZ + b7iWZ) Direct effect of X on Y = c' *Model 72 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 73 Conceptual Diagram
Mi
Y
X
Z
W
Statistical Diagram eMi 1
Mi a1i b1i
a2i
eY
X W
1
c1'
a 3i
c2'
Y
c3'
a4i
c4'
Z
c5'
a5i
XW
a6i
c6' c7'
b2i
b3i
b4i
a7i
XZ WZ
XWZ
MiW
MiZ
MiWZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ + a7iWZ) . (b1i + b2iW + b3iZ + b4iWZ) Conditional direct effect of X on Y = c1' + c4'W + c5'Z + c7'WZ *Model 73 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 74 Conceptual Diagram
Mi
Y
X
Statistical Diagram eMi 1
Mi ai
b 1i
eY 1
X
XMi
c1'
Y
c2i'
Conditional indirect effect of X on Y through Mi = ai (b1i + c2i'X) Conditional direct effect of X = c1' + c2i'Mi Note: Model 74 allows up to 10 mediators operating in parallel. PROCESS does not produce a table of conditional direct effects for model 74. With only one mediator, use model 1 to generate the conditional direct effects, specifying M as moderator. Effective version 2.10, when X is dichotomous, PROCESS produces only a single indirect effect of X on Y through Mi in model 74 using the formula above, setting X to its smallest value in the data.
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 75 (PROCESS v2.10 or later)
Conceptual Diagram
Mi
Y
X
Z
W
Statistical Diagram e Mi 1
Mi a1i b 1i
a 2i
X a3i
1
c' b2
W
a4i
Z
eY
Y
b3
a5i
XW b4i
b 5i
XZ MiW
MiZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b4iW + b5iZ) Direct effect of X on Y = c' *Model 75 allows up to 10 mediators operating in parallel
Model Templates for PROCESS for SPSS and SAS c ⃝2013 Andrew F. Hayes, http://www.afhayes.com/
Model 76 (PROCESS v2.10 or later)
Conceptual Diagram
Mi
Y
X
Z
W
Statistical Diagram e Mi 1
Mi a1i b 1i
a 2i
X a3i
1
c2'
W
a4i
Z
a5i
eY
c1'
Y
c3' c4' c5'
XW b2i
b 3i
XZ MiW
MiZ
Conditional indirect effect of X on Y through Mi = (a1i + a4iW + a5iZ)(b1i + b2iW + b3iZ) Conditional direct effect of X on Y = c1' + c4'W + c5'Z *Model 76 allows up to 10 mediators operating in parallel
View more...
Comments
