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In Bounds but Out of the Box: A Meta-Analysis Clarifying the Effect of Ethicality on Creativity

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Some of the [FCC regulations] actually ends up helping comedy. I think some restraints force you to be creative. -Elizabeth Meriwether, Creator of New Girl (Variety, 2021)

Abstract

The pervasiveness of unethical actions paired with the rising demand for creativity in organizations has contributed to an increased interest in how ethicality and creativity relate. However, there are mixed findings on whether these two fundamental pillars of the workplace relate positively, negatively, or not at all. To provide an empirical consensus to this debate, we study the directional effects of ethicality on creativity by employing meta-analytic techniques. Specifically, a series of meta-regressions, moderated meta-regressions, and individual subgroup analyses of moderators investigated the nuances of the ethicality-creativity relationship. Using a random-effects model, a quantitative review of 278 effects across 23 articles revealed that ethicality positively related to creativity. We further probed how each domain of ethicality (i.e., ethical decision-making, ethical leadership, ethical culture, ethical thought) related to creativity; the effect of ethicality on creativity remained positive, but was no longer significant. Additionally, to expand our understanding of this relationship, we offer theoretical and empirical accounts of five factors that moderate the positive association between ethicality and creativity: ethicality and creativity domains and measurement, sample culture, study characteristics, and sample characteristics. Theoretical and practical insights regarding these relationships are discussed.

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Acknowledgements

The authors express their sincere gratitude to Dr. Elizabeth Campbell, University of Minnesota, for her continuous feedback, advice, and friendly reviews throughout the review process. The authors also thank the Journal Editor and the two anonymous reviewers for their helpful feedback on this paper.

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Appendices

Appendix A

Ethicality and creativity meta-regression results (outliers removed)

 

k

N

r

\({SE}_{r}\)

\(\rho\)

\({SE}_{\rho }\)

Lower CI95

Upper CI95

Lower CV89

Upper CV89

I2

\({\tau }^{2}\)

Meta-regression

            

Model 1: Ethicality – Creativity

275

80,514

0.04*

0.01

0.05*

0.02

0.00

0.08

− 0.02

0.11

68.77%

0.01

Model 2: Ethical Leadership – Creativity

32

7,317

0.10

0.06

0.14

0.09

− 0.04

0.28

− 0.05

0.31

90.12%

0.04

Model 3: Ethical Decision-Making – Creativity

112

34,679

0.03

0.02

0.04

0.03

− 0.14

0.20

− 0.20

0.28

61.28%

0.01

Model 4: Ethical Culture – Creativity

124

36,268

0.04

0.01

0.05

0.02

− 0.14

0.22

− 0.16

0.25

44.90%

 < 0.01

Model 5: Ethical Thought – Creativity

7

2,250

0.09

0.06

0.12

0.07

− 0.30

0.49

− 0.34

0.57

82.32%

0.02

Moderated meta-regression

            

Model 6: Ethicality – Creativity

275

80,514

0.11**

0.03

0.12**

0.03

0.06

0.15

0.08

0.17

76.90%

0.01

 Ethicality Domains

            

  Ethical Decision-Making

112

34,679

− 0.27**

0.07

− 0.31**

0.07

− 0.37

− 0.15

− 0.41

− 0.20

  Ethical Culture

124

36,268

− 0.04

0.15

− 0.04

0.15

− 0.25

0.18

− 0.25

0.18

  Ethical Thought

7

2,250

0.03

0.07

0.05

0.09

− 0.13

0.18

− 0.10

0.20

 Ethicality Measures

            

  Forsyth’s (1980) EPQ

4

1,680

− 0.08

0.11

− 0.09

0.10

− 0.26

0.10

− 0.27

0.09

  Mumford et al.’s (2006) Ethical Decision-Making

88

22,704

0.19*

0.08

0.24*

0.05

0.06

0.32

0.12

0.36

  Goldberg et al.’s (2006) IPIP Ethical Decision-Making Items

13

10,367

0.27**

0.09

0.32**

0.8

0.14

0.40

0.20

0.44

  Valentine and Fleischman’s (2008) Ethical Standards

3

2,148

0.05

0.14

0.05

0.14

− 0.19

0.28

− 0.19

0.28

  Kaptein’s (2008) CEV

120

33,870

− 0.03

0.14

− 0.04

0.14

− 0.25

0.19

− 0.26

0.17

  Yilmaz’s (2006) Ethical Leadership

4

2,108

− 0.12*

0.03

− 0.13*

0.01

− 0.21

− 0.02

− 0.23

− 0.04

Model 7: Ethicality – Creativity

275

80,514

0.04**

0.01

0.04**

0.01

0.02

0.06

0.02

0.06

72.52%

0.01

 Creativity Domains

            

  Creative Behavior

35

7,795

− 0.20**

0.05

− 0.24**

0.04

− 0.27

− 0.13

− 0.30

− 0.18

  Creative Thinking

92

24,384

0.02

0.07

0.03

0.06

− 0.06

0.10

− 0.05

0.12

  Creative Personality

28

14,465

0.31*

0.15

0.38*

0.15

0.08

0.51

0.19

0.54

 Creativity Measures

            

  Team Creativity (Shin & Zhou, 2007)

9

1,037

− 0.26*

0.12

− 0.33*

0.10

− 0.48

− 0.02

− 0.50

− 0.13

  Employee Creativity (Farmer, et al., 2003)

6

1,778

0.13*

0.05

0.15*

0.05

0.03

0.23

0.05

0.24

  Mumford et al.’s (1991) Creative Thinking Process

88

22,704

0.39**

0.06

0.44**

0.06

0.30

0.50

0.37

0.52

  Goldberg et al.’s (2006) IPIP Creativity Items

14

10,505

− 0.02

0.05

− 0.03*

0.04

− 0.11

0.06

− 0.11

− 0.07

  Employee Creativity (Zhou & George, 2001)

12

3,872

− 0.22

0.15

− 0.27

0.15

− 0.43

0.01

− 0.46

0.62

  Kumar et al.’s (1997) Global Creativity

4

1,680

0.15**

0.07

0.19**

0.07

0.05

0.25

0.09

0.29

  Çavuş’s (2006) Organizational Creativity

4

2,108

0.24**

0.06

0.32**

0.06

0.14

0.34

0.22

0.41

Model 8: Ethicality – Creativity

275

80,514

0.05**

0.02

0.06**

0.01

0.03

0.07

0.04

0.08

80.08%

0.01

 Sample Type

            

  Employee

148

40,825

0.07

0.04

0.08

0.02

0.00

0.15

− 0.01

0.15

  Individual

19

5,504

− 0.09**

0.04

− 0.12**

0.03

− 0.15

− 0.04

− 0.17

− 0.06

 Sample Location

            

  Asia

25

6,386

− 0.01

0.05

− 0.02

0.05

− 0.08

0.07

− 0.09

0.06

  Europe

121

34,042

− 0.08*

0.04

− 0.10*

0.04

− 0.15

− 0.01

− 0.17

− 0.03

  Middle East

5

2,234

0.05

0.06

0.07

0.04

− 0.04

0.15

− 0.03

0.17

Model 9: Ethicality – Creativity

275

80,514

− 0.38**

0.08

− 0.49**

0.08

− 0.50

− 0.26

− 0.59

− 0.39

76.02%

0.01

 Level of Analysis

            

  Dyad

25

12,988

0.12**

0.02

0.13**

0.02

0.07

0.16

0.09

0.17

  Team

12

1,237

0.20**

0.05

0.28**

0.05

0.10

0.29

0.19

0.37

  Organizational

120

33,826

0.00

0.04

0.01

0.03

− 0.04

0.05

− 0.05

0.05

 Funding Status: Funded

119

36,599

− 0.01

0.03

− 0.01

0.03

− 0.06

0.03

− 0.05

0.03

 Publication Status: Published

269

79,884

0.41**

0.08

0.52**

0.07

0.29

0.52

0.42

0.61

Model 10: Ethicality – Creativity

275

80,514

0.63

0.36

0.66

0.39

− 0.08

0.99

− 0.07

0.98

64.74%

0.01

 Hofstede’s Cultural Dimensions

            

  Power Distance

275

80,514

0.01

0.00

0.01

0.00

0.00

0.01

0.00

0.02

  Uncertainty Avoidance

275

80,514

0.00*

0.00

0.00*

0.00

0.00

0.00

0.00

0.00

  Indulgence

275

80,514

0.00

0.00

0.00

0.00

0.00

0.02

0.00

0.00

 Corruption Perceptions

275

80,514

0.01*

0.00

0.01*

0.00

0.00

0.01

0.00

0.01

 UN Human Development Index

275

80,514

− 0.95**

0.50

− 0.96**

0.52

− 0.99

− 0.46

− 1.00

− 0.46

  1. k number of samples, N sample size, r raw mean correlation, SE standard error, \(\rho\) mean correlation deattenuated for measurement error, CI confidence interval, CV credibility interval, I2 percentage of variance due to real heterogeneity; \({\tau }^{2}\) random-effects variance component
  2. *p < 0.05; **p <0.01; Model does not include multicollinear predictors to correct for rank deficiency (detailed analyses for each moderator can be seen in subgroup analyses)

Appendix B

Ethicality and creativity categorical moderator subgroup analysis (outliers removed).

Categorical moderator

k

N

r

\(\rho\)

Lower CI95

Upper CI95

Lower CI84

Upper CI84

Lower CV89

Upper CV89

I2

Ethicality Domain

           

 Ethical Leadership

32

7,317

0.08

0.09

0.04

0.23

0.07

0.20

0.0

0.20

89.7%

 Ethical Decision-Making

112

34,679

0.03

0.04

0.01

0.07

0.02

0.06

0.01

0.06

59.6%

 Ethical Culture

124

36,268

0.04

0.05

0.03

0.07

0.03

0.06

0.03

0.06

43.5%

 Ethical Thought

7

2,250

0.09

0.11

− 0.01

0.24

0.02

0.21

0.01

0.20

71.3%

Creativity Domain

           

 Innovation

120

33,870

0.04

0.04

0.02

0.06

− 0.05

0.09

0.03

0.05

41.2%

 Creative Behavior

35

7,795

− 0.01

0.00

− 0.07

0.12

− 0.02

0.07

− 0.06

0.12

90.4%

 Creative Thinking

92

24,384

0.04

0.05

0.02

0.08

0.03

0.08

0.03

0.08

32.4%

 Creative Personality

28

14,465

0.13

0.14

0.10

0.22

0.11

0.11

0.22

0.21

71.3%

Ethicality Measure

           

 Brown et al.’s (2005) Ethical Leadership

24

4,349

0.09

0.10

0.04

0.19

0.06

0.21

0.05

0.19

87.8%

 Forsyth’s (1980) EPQ

4

1,680

0.06

0.08

0.02

0.11

0.02

0.10

0.03

0.11

0.0%

 Mumford et al.’s (2006) Ethical Decision-Making

88

22,704

0.04

0.05

0.02

0.05

0.02

0.05

0.03

0.06

34.1%

 Goldberg et al.’s (2006) IPIP Ethical Decision-Making Items

13

10,367

0.12

0.14

0.06

0.17

0.08

0.16

0.08

0.17

69.3%

 Valentine and Fleischman’s (2008) Ethical Standards

3

2,148

0.12

0.14

0.08

0.17

0.08

0.16

0.10

0.18

0.0%

 Kaptein’s (2008) CEV

120

33,870

0.04

0.04

0.02

0.05

0.03

0.05

0.03

0.06

41.2%

 Yilmaz’s (2006) Ethical Leadership

4

2,108

− 0.01

− 0.01

− 0.19

0.20

− 0.19

0.17

− 0.20

0.18

96.4%

Creativity Measure

           

 Mednick’s (1968) RAT

11

1,608

− 0.16

− 0.20

− 0.22

− 0.12

− 0.20

− 0.12

− 0.25

− 0.15

0.0%

 Employee Creativity (Zhou & George, 2001)

12

3,872

0.09

0.10

0.02

0.16

0.03

0.14

0.04

0.17

65.5%

 Team Creativity (Shin & Zhou, 2007)

9

1,037

− 0.05

− 0.07

− 0.22

0.11

− 0.17

0.07

− 0.24

0.10

88.4%

 Employee Creativity (Farmer, et al., 2003)

6

1,778

0.24

0.27

0.29

0.32

0.29

0.31

0.28

0.30

85.5%

 Mumford’ et al.s (1991) Creative Thinking Process

88

22,704

0.04

0.05

0.02

0.05

0.02

0.05

0.03

0.07

34.1%

 Goldberg et al.’s (2006) IPIP Creativity Items

14

10,505

0.14

0.17

0.08

0.20

0.09

0.19

0.10

0.23

77.0%

 Wang and Ahmed’s (2004) Organizational Innovativeness

120

33,870

0.04

0.04

0.02

0.05

0.03

0.05

0.03

0.06

41.2%

 Employee Creativity (Oldham & Cummings, 1996)

2

88

0.34

0.37

0.28

0.51

0.31

0.48

0.30

0.51

0.0%

 Kumar et al.’s (1997) Global Creativity

4

1,680

0.06

0.08

0.01

0.11

0.02

0.09

0.03

0.12

0.0%

 Çavuş’s (2006) Organizational Creativity

4

2,108

− 0.01

− 0.01

− 0.23

0.21

− 0.17

0.15

− 0.20

0.18

96.4%

Location

           

United States

124

37,852

0.04

0.04

0.02

0.06

0.02

0.05

0.03

0.07

64.3%

 Asia

25

6,386

0.09

0.04

0.01

0.06

0.12

0.19

0.01

0.07

84.3%

 Europe

121

34,042

0.04

0.05

0.02

0.05

0.03

0.05

0.03

0.05

41.9%

 Middle East

5

2,234

0.04

0.04

− 0.16

0.24

− 0.10

0.19

− 0.13

0.22

95.6%

Level of Analysis

           

 Individual

115

32,463

0.02

0.04

0.01

0.05

0.01

0.04

0.01

0.06

66.1%

 Dyad

28

12,988

0.15

0.15

0.11

0.21

0.12

0.19

0.13

0.20

77.9%

 Team

12

1,237

0.02

0.03

− 0.11

0.11

− 0.06

0.10

− 0.09

0.12

86.8%

 Organizational

120

33,826

0.04

0.04

0.02

0.05

0.03

0.05

0.03

0.05

41.2%

Sample

           

  Student

108

34,185

0.05

0.05

0.03

0.06

0.03

0.06

0.04

0.06

49.4%

 Employee

148

40,825

0.05

0.06

0.04

0.08

0.04

0.07

0.04

0.08

66.1%

 Individual

19

5,504

− 0.04

− 0.04

− 0.11

0.07

− 0.09

0.05

− 0.11

0.07

88.9%

Funding Status

           

 Unfunded

156

43,915

0.05

0.06

0.03

0.07

0.04

0.07

0.04

0.07

70.4%

 Funded

119

36,599

0.04

0.05

0.02

0.06

0.02

0.05

0.03

0.06

61.8%

Publication Status

           

 Unpublished

6

630

0.05

0.06

0.04

0.07

0.04

0.06

0.05

0.07

0.0%

 Published

269

79,884

− 0.20

− 0.25

− 0.29

− 0.11

− 0.26

− 0.14

− 0.29

− 0.10

66.1%

  1. k number of samples, N sample size, r raw mean correlation, \(\rho\) mean correlation de-attenuated for measurement error, CI confidence interval, CV credibility interval, I2 percentage of variance due to real heterogeneity
  2. An effect size was significant (p < 0.05) when 95% confidence interval did not include zero. In subgroup analysis, an effect size was significant (p < 0.05) when 84% confidence interval did not include zero

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Winchester, C., Medeiros, K.E. In Bounds but Out of the Box: A Meta-Analysis Clarifying the Effect of Ethicality on Creativity. J Bus Ethics 183, 713–743 (2023). https://doi.org/10.1007/s10551-021-04990-2

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