Modelos Process

Model templates for PROCESS v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3 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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 1 Multicategorical M with k categories (PROCESS v2.14 or later)

Conceptual Diagram

M

Y

X

Statistical Diagram

X

1

b2

D1

Y

. . .

. . .

D 1X

. . .

bk+1

. . .

bk

Dk-1 M

eY

b1

b2k-1

Dk-1X

XM

. . .

Conditional effect of X on Y = b1 + bk+1D1 +

+ b2k-1D2k-1

Model templates for PROCESS v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 1 Multicategorical X with k categories (PROCESS v2.14 or later)

Conceptual Diagram

M

Y

X

Statistical Diagram

D1 X

eY

b1

. . .

1

. . .

Dk-1

Y

bk-1

M D1M

. . .

bk+1

. . .

bk

Dk-1M

XM

Conditional effect of X on Y =

{

b1 + bk+1M . . .

bk-1 + b2k-1M

b2k-1

Model templates for PROCESS v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 4 Multicategorical X with k categories (PROCESS v2.15 or later)

Conceptual Diagram

Mi

Y

X

Statistical Diagram e Mi 1

Mi a1 .

D1 X

.

bi

.

ak-1

1

. . .

c'1

Y

. . .

Dk-1

c'k-1

Relative indirect effect of X on Y through Mi = i

Relative direct effect of X on Y =

eY

{

c'1

{

a1 bi . . . ak-1 bi

. . .

c'k-1

Note: Model 4 allows up to 10 mediators operating in parallel.

Model templates for PROCESS v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 16 Conceptual Diagram

Mi V

Y

X

Q

Statistical Diagram eMi 1

Mi ai

b 1i

eY 1

c'

X

Y

b2

V

b3 b4i

Q

MiV

b5i

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 17 Conceptual Diagram

Mi

V

Y

X

Q

Statistical Diagram eMi 1

Mi ai

XV

b1i

eY

c4'

1

c1'

X

Y

c2' c3'

V

b2 i

c5'

Q

XQ

MiV

b 3i

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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

MiV

MiQ

b5i

VQ

b6i

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 22 Conceptual Diagram

V

Mi

W

Y

X

Statistical Diagram e Mi 1

Mi a1i a2i

b1 i a3i

1

c1'

X

eY

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 26 Conceptual Diagram

Mi

W

V

Z

Y

X

Statistical Diagram eMi 1

Mi a1i

b1i

eY

a2i

X

1

c1' c2'

a3i

W

Y

c3'

a4i

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 36 Conceptual Diagram

Mi

W

V V

Y

X

Q

Statistical Diagram eMi 1

Mi a 1i

b1i

a2i

X

c1'

W

eY 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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 41 Conceptual Diagram

Mi

W

V V

Y

X

Q

Statistical Diagram eMi 1

Mi a 1i

b1i

a2i

X

c1'

1

c2'

W

a3i

eY

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 42 Conceptual Diagram

Mi

W

V

Q

Y

X

Statistical Diagram eMi 1

Mi a 1i

b1 i

a2i

X

c1'

1

c2'

W

a 3i

eY

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 XZ

c'

a5i

Y

b3

b2

V

Q

b4i

MiV

b5i

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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

X

c'

Y

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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

X

c'

Y

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 XZ

c5' a5i

b2

V

b3

Q

b4i

MiV

b5i

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 52 Conceptual Diagram

V

Mi

W

Z

Y

X

Q

Statistical Diagram eMi 1

Mi

MiV

MiQ

a4i

XW

a2i b1i

a1i

b2i

b3i

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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

Y

a3i

Z

1

eY

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 68 Conceptual Diagram

Mi

Y

X

Z

W

Statistical Diagram e Mi 1

Mi a1i b 1i

a 2i

X

1

c' a 3i

W

eY

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 69 Conceptual Diagram

Mi

Y

X

Z

W

Statistical Diagram e Mi 1

Mi a1i b 1i

a 2i

X W

1

c1'

a 3i

eY

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

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'M 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.

Model templates for PROCESS v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 75 (PROCESS v2.05 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 v2.16 for SPSS and SAS c ⃝2013-2017 Andrew F. Hayes and The Guilford Press. PROCESS v3 templates are available in the 2nd edition of http://www.guilford.com/p/hayes3

Model 76 (PROCESS v2.05 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