Table S1. Pearson product moment partial correlations between creative achievement, personality and intelligence, adjusting for age and sex.



∑CAQ

∑ART

∑SCI

BFI_A

BFI_C

BFI_E

BFI_N

BFI_O

∑ART

.90








∑SCI

.61

.20







BFI_A

.04ns

.05

.00ns






BFI_C

−.05

−.07

.00ns

.30





BFI_E

.09

.11

.01ns

.29

.30




BFI_N

.02ns

.03ns

−.03ns

−.44

−.42

−.39



BFI_O

.50

.48

.25

.09

.02ns

.26

−.05


WMT

.24

.13

.31

.02ns

−.02ns

−.06

−.06

.11

Values are averages based on a split-half analysis for twin1 and twin2. Unless specified, correlations were significant at p < .05, two-tailed, in both samples. ∑ART = sum of artistic creative achievements, ∑CAQ = total sum of creative achievements, ∑SCI = sum of scientific achievements, BFI_A = agreeableness, BFI_C = conscientiousness, BFI_E = extraversion, BFI_N = neuroticism, BFI_O = openness, WMT = Wiener Matrizen Test (intelligence)

ns Non-significant.

Table S2. Commonality analysis and explained variance of creative achievement regressed on extraversion, openness, intelligence, age and sex.


∑ART

∑SCI

Unique to BFI_O

20.43

4.78

Unique to BFI_E

0.02

0.13

Unique to WMT

0.59

7.02

Unique to AGE

0.15

0.19

Unique to SEX

2.56

4.52

Common to BFI_O, and BFI_E

1.22

-0.07

Common to BFI_O, and WMT

1.19

1.67

Common to BFI_E, and WMT

0.02

0.20

Common to BFI_O, and AGE

0.02

0.01

Common to BFI_E, and AGE

0.01

0.02

Common to WMT, and AGE

0.14

0.65

Common to BFI_O, and SEX

-0.30

0.21

Common to BFI_E, and SEX

-0.01

0.16

Common to WMT, and SEX

-0.25

1.49

Common to AGE, and SEX

0.02

-0.02

Common to BFI_O, BFI_E, and WMT

-0.14

-0.23

Common to BFI_O, BFI_E, and AGE

-0.07

-0.04

Common to BFI_O, WMT, and AGE

0.13

0.12

Common to BFI_E, WMT, and AGE

0.01

0.07

Common to BFI_O, BFI_E, and SEX

0.29

-0.20

Common to BFI_O, WMT, and SEX

-0.19

0.27

Common to BFI_E, WMT, and SEX

-0.02

0.16

Common to BFI_O, AGE, and SEX

0.00

0.00

Common to BFI_E, AGE, and SEX

-0.01

0.01

Common to WMT, AGE, and SEX

-0.03

0.07

Common to BFI_O, BFI_E, WMT, and AGE

-0.06

-0.07

Common to BFI_O, BFI_E, WMT, and SEX

-0.01

-0.10

Common to BFI_O, BFI_E, AGE, and SEX

0.00

0.00

Common to BFI_O, WMT, AGE, and SEX

0.00

0.01

Common to BFI_E, WMT, AGE, and SEX

-0.01

0.03

Common to BFI_O, BFI_E, WMT, AGE, and SEX

0.00

-0.01

Total

25.69

21.04



∑ART = sum of artistic creative achievements, ∑SCI = sum of scientific achievements, BFI_E = extraversion, BFI_O = openness, WMT = Wiener Matrizen Test (intelligence)



Table S3. Artistic creative achievement (MAX_ART) regressed on openness to experience and intelligence.


β

SE

t

BFI_O

1.20

0.07

16.55

WMT

16.90

1.95

8.66

SEX(f)

0.12

0.08

1.54ns

BFI_O:SEX(f)

−0.35

0.08

−4.21

‘:’ represents an interaction, BFI_O = openness to experience, SEX(f) = being female, WMT = Wiener Matrizen Test (intelligence). Values are averages based on a split-half analysis for twin1 and twin2. Unless specified, only estimates significant at p < 0.05, two-tailed, in both samples, are reported with the exception of non-significant main effects of significant interactions.

ns non-significant




Table S4. Scientific creative achievement regressed on openness to experience and intelligence.


β

SE

t

AGE

−0.19

0.05

−4.00

BFI_O

0.91

0.05

17.29

SEX(f)

0.48

0.09

5.18

WMT

29.61

2.78

10.65

BFI_O = openness to experience, SEX(f) = being female, WMT = Wiener Matrizen Test (intelligence). Values are averages based on a split-half analysis for twin1 and twin2. Only estimates significant at p < 0.05, two-tailed, in both samples, are reported.



Table S5. Frequency table of MZ and DZ twins (of complete pairs) by the level of MAX_ART and MAX_SCI.




MAX_ART

MAX_SCI

Level

MZ

DZ

MZ

DZ

1

344

190

344

190

2

209

115

173

114

3

661

383

214

104

4

241

138

157

69

Total

1455

826

888

477



MAX_ART = artistic creative achievement, MAX_SCI = scientific creative achievement, MZ = monozygotic twins, DZ = dizygotic twins



Table S6. Univariate model fitting results for creative achievement (artistic/scientific), openness to experience and intelligence, corrected for age and sex.



model

AIC

2LL

df

∆−2LL

∆−df

p

A

D

G

C

E

MAX_ART

ACE

1129.27

5753.27

2312




0.37



0.32

0.32


AE

1133.14

5759.14

2313

5.87

1

0.015

0.70




0.30


CE

1136.92

5762.92

2313

9.65

1

0.002




0.63

0.37


E

1389.99

6017.99

2314

258.85

1

< 0.001





1.00

MAX_SCI

ADE

919.46

3997.46

1539




0.68ns

0.00ns



0.32


AE

917.46

3997.46

1540

0.00

1

1.000

0.68




0.32


DE

920.64

4000.64

1540

3.18

1

0.075


0.69



0.31


E

1052.11

4134.11

1541

136.65

1

< 0.001





1.00


GE

919.46

3997.46

1539






0.68


0.32

BFI_O

ADE

2798.74

10350.74

3776




0.54ns

0.03ns



0.43


AE

2796.79

10350.79

3777

0.05

1

0.818

0.57




0.43


DE

2809.81

10363.81

3777

13.07

1

< 0.001


0.58



0.42


E

3263.83

10819.83

3778

469.04

1

< 0.001





1.00


GE

2798.74

10350.74

3776






0.57


0.43

WMT

ACE

2225.55

8995.55

3385




0.45



0.13

0.42


AE

2226.44

8998.44

3386

2.89

1

0.089

0.59




0.41


CE

2259.04

9031.04

3386

35.49

1

< 0.001




0.50

0.50


E

2659.97

9433.97

3387

435.53

1

< 0.001





1.00

The most parsimonious models are shown in bold face. AE and CE/DE models were compared to the ACE/ADE models. The E models were compared to the AE models. ADE and GE models are not nested and thus cannot be compared. −2LL = log-likelihood ratio, A = additive genetic, AIC = Akaike information criterion, BFI_O = openness, C = shared environmental, D = dominant genetic, df = degrees of freedom, E = non-shared environmental, G = genetic (A+D), MAX_ART = artistic creative achievement, MAX_SCI = scientific creative achievement, WMT = intelligence.





Figure S1. Trivariate ACE Cholesky decomposition for artistic creative achievement (MAX_ART), openness to experience (BFI_O) and intelligence (WMT), for additive genetic (A), shared environmental (C), and non-shared environmental influences (E), corrected for age and sex. Numerical values represent standardized path coefficients with confidence intervals in parenthesis.






Figure S2. Trivariate ACE Cholesky decomposition for scientific creative achievement (MAX_SCI), openness to experience (BFI_O) and intelligence (WMT), for additive genetic (A), shared environmental (C), and non-shared environmental influences (E), corrected for age and sex. Numerical values represent standardized path coefficients with confidence intervals in parenthesis.