| Literature DB >> 30692950 |
Nadezdha Lebedeva1, Shalom H Schwartz1,2, Fons J R Van De Vijver1,3, Jonathan Plucker4, Ekaterina Bushina1.
Abstract
We examined the applicability of the hybrid model of creativity, which specifies distinct domains that all express an underlying general creativity factor, in data from representative samples from Central Russia and the North Caucasus (N = 2,046). Using multigroup confirmatory analysis, Study 1 supported the invariance of a model with the six unifactorial domains (i.e., crafts, visual arts, performance, theater, products for work, and machine graphics) at the first level and a general creativity factor at the second level. Study 2 examined socio-demographic characteristics and 19 basic values that might be associated with creative activity. The more modern Central Russian region scored higher on global creativity and on all 6 domains. Of the 4 higher order values in the Schwartz model, Openness to Change values correlated positively and Conservation values correlated negatively with global creativity and with creativity in most domains. Variation across domains in the specific values that predicted creativity revealed that creativity in each domain had some unique motivators. We draw on culture and social structure to explain differences between regions in the value motivators of creativity.Entities:
Keywords: North Caucasus; Russia; cultural regions; domains of creativity; global creativity; hybrid model of creativity; values
Year: 2019 PMID: 30692950 PMCID: PMC6339925 DOI: 10.3389/fpsyg.2018.02681
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Invariance analysis of the second-order structure of creativity (Level 1: Associations of items and domains; Level 2: Association of general creativity and domains).
| Level 1: Configural invariance | 664.51/320 | 0.908 | 0.032 | 60259 | 0.056 | |
| Level 1: Metric invariance | 718.92/334 | 0.897 | 0.011 | 0.034 | 60402 | 0.067 |
| Level 1: Scalar invariance | 766.41/348 | 0.888 | 0.009 | 0.034 | 60423 | 0.066 |
| Level 2: Metric Invariance | 795.83/353 | 0.882 | 0.006 | 0.035 | 60508 | 0.074 |
| Level 2: Scalar Invariance | 818.34/358 | 0.877 | 0.005 | 0.035 | 60536 | 0.074 |
Assuming configural invariance at level 2.
Assuming scalar invariance at level 1.
Domain reliabilities and factor loadings.
| Crafts α = 0.72, 0.58 | 1.43 | 5 | Made a decorative craft (from metal, plastic, glass, leather, ceramics, wood, beads, jewelry) | 1.00 |
| 6 | Made costumes, designed and made clothes, embroidered | 0.93 | ||
| 21 | Prepared an original floral arrangement or garden design | 0.69 | ||
| Visual arts α = 0.71, 0.66 | 0.80 | 1 | Painted an original picture | 1.00 |
| Performance α = 0.75, 0.76 | 0.94 | 8 | Performed on a musical instrument in a concert or on the street …. | 1.00 |
| 9 | Performed as singer alone, in ensemble or chorus on stage or street | 1.24 | ||
| 13 | Performed as dancer alone, in ensemble on stage or street | 0.63 | ||
| Theater α = 0.63, 0.76 | 0.50 | 14 | Created or choreographed a dance for performance Put on a puppet show | 1.00 |
| 17 | Directed a play or other theatrical performance | 1.05 | ||
| 18 | Acted in a play, other theater performance or movie | 1.55 | ||
| Products for work α = 0.72, 0.69 | 1.00 | 22 | Developed a new procedure, rule, work arrangement that was adopted Developed a new product (machine, hardware/software, etc.) | 1.00 |
| 24 | Made an architectural plan for a building, house, flat, landscape | 0.65 | ||
| 25 | Made original posters, placards for work—for public meetings | 1.16 | ||
| Machine graphics α = 0.45, 0.66 | 0.96 | 4 | Made a picture, collage, web-site or other with computer graphics Drew or made cartoons on a computer to show to other people | 1.00 |
| 20 | Made a movie to show to other people | 0.43 |
All loadings are significant (p < 0.001).
The first number refers to the reliability in the sample from Central Russia, the second to the reliability in the sample from the North Caucasus. The internal consistency of the global factor was 0.91 in both samples.
Loading fixed at a value of 1.
Figure 1The motivational circle of values with 19 values, the ten original values and the dynamic bases that organize and give coherence to value systems (adapted from Schwartz et al., 2012).
The 19 basic values in the refined theory, each defined in terms of its motivational goal.
| Self-direction—thought | Freedom to cultivate one's own ideas and abilities |
| Self-direction—action | Freedom to determine one's own actions |
| Stimulation | Excitement, novelty, and change |
| Hedonism | Pleasure and sensuous gratification |
| Achievement | Success according to social standards |
| Power—dominance | Power through exercising control over people |
| Power—resources | Power through control of material and social resources |
| Face | Security and power through maintaining one's public image and avoiding humiliation |
| Security—personal | Safety in one's immediate environment |
| Security—societal | Safety and stability in the wider society |
| Tradition | Maintaining and preserving cultural, family or religious traditions |
| Conformity—rules | Compliance with rules, laws, and formal obligations |
| Conformity—interpersonal | Avoidance of upsetting or harming other people |
| Humility | Recognizing one's insignificance in the larger scheme of things |
| Benevolence—dependability | Being a reliable and trustworthy member of the in-group |
| Benevolence—caring | Devotion to the welfare of in-group members |
| Universalism—concern | Commitment to equality, justice and protection for all people |
| Universalism—nature | Preservation of the natural environment |
| Universalism—tolerance | Acceptance and understanding of those different from oneself. |
Predicted and observed associations between values and creativity.
| Self-Direction—thought | ||||||||||||||
| Self-Direction—action | ||||||||||||||
| Stimulation | + | |||||||||||||
| Hedonism | o/o | + | ||||||||||||
| Achievement | o | +/o | o | o/o | o | o | o/o | o | o/o | o | ||||
| Power—dominance | o | o/o | o | o/o | o | o/o | o | o/o | o | o/o | o | o/o | ||
| Power—resources | o | o/o | o | o/o | o | o | o/o | o | o/o | o | o/o | |||
| Face | o | o/o | o | o/o | o | o/ | o | o/o | o | o/ | o | o/o | o | |
| Security—personal | o | o/o | ||||||||||||
| Security—societal | o | o/o | o | o/o | o | o/o | o | o/o | o | o/o | o | o/o | o | o/o |
| Tradition | o/ | |||||||||||||
| Conformity—rules | o | o/o | ||||||||||||
| Conformity—interpersonal | o | o/o | ||||||||||||
| Humility | ||||||||||||||
| Universalism—nature | o | o/o | o/o | |||||||||||
| Universalism-concern | o | o/o | o | o/o | o | o/ | o | o/ | o | o/o | o | o/o | o | o/o |
| Universalism—tolerance | o | o/o | o | o/o | o | o/o | o | o | o | o/o | o | o/o | ||
| Benevolence—caring | o | o | o | o | o | o | o | o | o/+ | |||||
| Benevolence—dependability | o | o/o | o | o/o | o | o | o/o | o | o | o/+ | ||||
Exp., expected association. Obs., observed association. .
Observed results precede the slash mark for Central Russia and follow it for the North Caucasus.
Invariance of the 19 values scales.
| Self-direction—thought | 0.31 | 1.000 | 0.000 | 2.64 | 4.97 | 0.803 | 0.197 | 0.041 |
| Self-direction—action | 6.12 | 0.964 | 0.073 | 4.54 | 2.96 | 0.950 | 0.014 | 0.060 |
| Stimulation | 2.89 | 0.975 | 0.044 | 4.23 | 5.56 | 0.915 | 0.060 | 0.058 |
| Hedonism | 0.49 | 1.000 | 0.000 | 4.26 | 8.03 | 0.981 | 0.019 | 0.058 |
| Achievement | 2.92 | 0.986 | 0.045 | 4.67 | 8.43 | 0.933 | 0.054 | 0.070 |
| Power—dominance | 2.17 | 0.998 | 0.035 | 1.11 | 0.06 | 1.000 | −0.002 | 0.011 |
| Power—resources | 4.82 | 0.988 | 0.063 | 2.47 | 0.13 | 0.990 | −0.002 | 0.039 |
| Face | 2.06 | 0.994 | 0.033 | 1.16 | 0.26 | 0.998 | −0.004 | 0.013 |
| Security—personal | 0.50 | 1.000 | 0.000 | 1.84 | 3.20 | 0.982 | 0.018 | 0.030 |
| Security—societal | 5.68 | 0.980 | 0.070 | 3.40 | 1.13 | 0.979 | 0.001 | 0.050 |
| Tradition | 0.27 | 1.000 | 0.000 | 0.69 | 1.11 | 1.000 | 0.000 | 0.000 |
| Conformity—rules | 2.78 | 0.995 | 0.043 | 1.45 | 0.11 | 0.998 | 0.003 | 0.021 |
| Conformity—interpersonal | 0.42 | 1.000 | 0.000 | 0.74 | 1.05 | 1.000 | 0.000 | 0.000 |
| Humility | No convergence | 1.53 | NA | 0.971 | NA | 0.023 | ||
| Universalism—nature | 2.08 | 0.995 | 0.033 | 5.66 | 9.24 | 0.959 | 0.036 | 0.069 |
| Universalism—concern | 12.22 | 0.929 | 0.108 | 11.08 | 9.94 | 0.873 | 0.049 | 0.102 |
| Universalism—tolerance | 1.11 | 0.999 | 0.010 | 1.73 | 2.35 | 0.980 | 0.019 | 0.027 |
| Benevolence—caring | 1.25 | 0.999 | 0.016 | 1.49 | 1.74 | 0.997 | 0.002 | 0.022 |
| Benevolence—dependability | 4.46 | 0.983 | 0.060 | 3.95 | 1.44 | 0.980 | 0.003 | 0.045 |
Configural invariance could not be tested because each scale had three items, which yields a perfect fit in a test of configural invariance.
df = 2.
df = 4.
p < 0.05.
p < 0.01.
p < 0.001.
Means and standard deviations of creativity and values by region and effect sizes (d) for regional differences.
| Global | 1.26 (0.36) | 1.12 (0.27) | 0.44 |
| Crafts | 1.61 (0.82) | 1.28 (0.55) | 0.47 |
| Visual arts | 1.26 (0.57) | 1.12 (0.37) | 0.29 |
| Performance | 1.32 (0.60) | 1.19 (0.48) | 0.24 |
| Theater | 1.18 (0.43) | 1.09 (0.35) | 0.23 |
| Products for work | 1.31 (0.54) | 1.12 (0.32) | 0.43 |
| Machine graphics | 1.29 (0.51) | 1.15 (0.38) | 0.31 |
| Openness | 4.04 (0.44) | 3.88 (0.46) | 0.36 |
| Self-enhancement | 3.72 (0.54) | 3.70 (0.57) | 0.04 |
| Conservation | 4.02 (0.39) | 4.12 (0.38) | −0.26 |
| Self-transcendence | 4.15 (0.34) | 4.18 (0.34) | −0.09 |
| Self-direction—thought | 4.32 (0.53) | 4.16 (0.56) | 0.29 |
| Self-direction—action | 4.29 (0.63) | 4.19 (0.63) | 0.16 |
| Stimulation | 3.65 (0.83) | 3.48 (0.81) | 0.21 |
| Hedonism | 3.92 (0.84) | 3.68 (0.92) | 0.27 |
| Achievement | 3.80 (0.79) | 3.80 (0.77) | 0.00 |
| Power—dominance | 3.10 (1.13) | 2.99 (1.21) | 0.09 |
| Power—resources | 3.61 (0.88) | 3.49 (1.00) | 0.13 |
| Face | 4.38 (0.62) | 4.53 (0.56) | −0.25 |
| Security—personal | 4.43 (0.62) | 4.35 (0.56) | 0.14 |
| Security—societal | 4.48 (0.71) | 4.32 (0.67) | 0.23 |
| Tradition | 3.98 (0.72) | 4.20 (0.69) | −0.31 |
| Conformity—rules | 3.72 (0.86) | 3.99 (0.77) | −0.33 |
| Conformity—interpersonal | 3.80 (0.74) | 3.94 (0.78) | −0.18 |
| Humility | 3.69 (0.77) | 3.89 (0.69) | −0.27 |
| Universalism—nature | 3.75 (0.79) | 3.84 (0.76) | −0.12 |
| Universalism—concern | 4.14 (0.66) | 4.18 (0.65) | −0.06 |
| Universalism—tolerance | 3.78 (0.75) | 3.91 (0.68) | −0.18 |
| Benevolence—caring | 4.57 (0.59) | 4.48 (0.53) | 0.16 |
| Benevolence—dependability | 4.53 (0.58) | 4.49 (0.51) | 0.07 |
Note. Values are within-person centered.
p < 0.05.
p < 0.01.
p < 0.001.
Regression analysis (Standardized Coefficients) with background characteristics as predictors and creativity domains as dependent variables.
| Global | 0.02 | −0.08 | 0.10 | 0.03 | 0.01 | −0.19 | 0.05 |
| Crafts | 0.17 | 0.03 | 0.10 | 0.05 | 0.01 | −0.24 | 0.10 |
| Visual arts | 0.01 | −0.08 | 0.11 | 0.04 | −0.03 | −0.20 | 0.05 |
| Performance | 0.05 | −0.03 | 0.02 | −0.01 | −0.02 | −0.22 | 0.05 |
| Theater | 0.03 | −0.05 | 0.06 | 0.02 | −0.02 | −0.20 | 0.04 |
| Products for work | −0.06 | −0.03 | 0.18 | 0.05 | −0.01 | −0.21 | 0.08 |
| Machine graphics | −0.09 | −0.11 | 0.12 | 0.03 | −0.02 | −0.20 | 0.08 |
1, male, 2, female.
Unaffiliated as reference category.
p < 0.05.
p < 0.01.
p < 0.001.
Correlations of 19 basic values with global creativity.
| Self-direction—thought | 0.18 | 0.15 |
| Self-direction—action | 0.12 | 0.12 |
| Stimulation | 0.16 | 0.09 |
| Hedonism | 0.11 | 0.08 |
| Achievement | 0.08 | 0.03 |
| Power—dominance | −0.03 | 0.01 |
| Power—resources | −0.01 | −0.02 |
| Face | −0.04 | −0.04 |
| Security—personal | −0.08 | −0.03 |
| Security—societal | 0.00 | 0.01 |
| Tradition | −0.10 | −0.12 |
| Conformity—rules | −0.14 | −0.13 |
| Conformity—interpersonal | −0.14 | −0.10 |
| Humility | −0.17 | −0.12 |
| Universalism—nature | 0.08 | 0.09 |
| Universalism—concern | −0.03 | −0.04 |
| Universalism—tolerance | 0.04 | −0.04 |
| Benevolence—caring | 0.07 | 0.11 |
| Benevolence—dependability | 0.06 | 0.03 |
p < 0.05.
p < 0.01.
p < 0.001.
Correlations of 19 basic values with craft and visual art creativity.
| Self-direction—thought | 0.17 | 0.15 | 0.19 | 0.14 |
| Self-direction—action | 0.09 | 0.09 | 0.17 | 0.12 |
| Stimulation | 0.10 | 0.03 | 0.17 | 0.10 |
| Hedonism | 0.02 | 0.00 | 0.09 | 0.07 |
| Achievement | 0.03 | −0.06 | 0.10 | 0.05 |
| Power—dominance | −0.12 | −0.07 | −0.02 | 0.04 |
| Power—resources | −0.08 | −0.08 | −0.03 | 0.01 |
| Face | 0.00 | 0.00 | ||
| Security—personal | 0.01 | 0.03 | −0.07 | −0.03 |
| Security—societal | 0.01 | 0.10 | −0.04 | −0.02 |
| Tradition | −0.07 | −0.08 | −0.15 | −0.11 |
| Conformity—rules | −0.08 | −0.04 | −0.10 | −0.13 |
| Conformity—interpersonal | −0.07 | −0.03 | ||
| Humility | – | – | ||
| Universalism—nature | 0.13 | 0.11 | 0.06 | 0.01 |
| Universalism—concern | −0.02 | −0.04 | −0.03 | −0.07 |
| Universalism—tolerance | 0.05 | −0.01 | 0.01 | −0.01 |
| Benevolence—caring | 0.11 | 0.12 | 0.06 | 0.10 |
| Benevolence—dependability | 0.09 | 0.09 | 0.04 | 0.04 |
Correlations printed in italics differ significantly across the regions in a bootstrapped procedure, using 1,000 samples (p < 0.05).
p < 0.05.
p < 0.01.
p < 0.001.
Correlations of 19 basic values with performance and theater creativity.
| Self-direction—thought | 0.13 | 0.14 | 0.14 | 0.08 |
| Self-direction—action | 0.07 | 0.09 | 0.11 | 0.08 |
| Stimulation | ||||
| Hedonism | 0.09 | 0.04 | 0.12 | 0.07 |
| Achievement | 0.00 | −0.04 | 0.06 | 0.00 |
| Power—dominance | −0.05 | −0.02 | −0.02 | −0.01 |
| Power—resources | −0.10 | −0.09 | −0.06 | −0.02 |
| Face | −0.05 | −0.01 | −0.05 | −0.06 |
| Security—personal | ||||
| Security—societal | −0.03 | 0.01 | −0.06 | 0.01 |
| Tradition | −0.05 | −0.07 | −0.08 | −0.07 |
| Conformity—rules | −0.04 | −0.04 | −0.10 | −0.08 |
| Conformity—interpersonal | −0.05 | −0.04 | −0.11 | −0.07 |
| Humility | −0.10 | −0.05 | −0.16 | −0.07 |
| Universalism—nature | 0.09 | 0.09 | 0.06 | 0.07 |
| Universalism—concern | – | −0.01 | −0.02 | |
| Universalism—tolerance | 0.07 | −0.07 | 0.09 | −0.02 |
| Benevolence—caring | 0.03 | 0.08 | ||
| Benevolence—dependability | 0.03 | 0.03 | ||
Correlations printed in italics differ significantly across the regions in a bootstrapped procedure, using 1,000 samples (p < 0.05).
p < 0.05.
p < 0.01.
p < 0.001.
Correlations of 19 basic values with products for work and machine graphics creativity.
| Self-direction—thought | 0.22 | 0.17 | 0.20 | 0.14 |
| Self-direction—action | 0.19 | 0.17 | 0.19 | 0.13 |
| Stimulation | 0.18 | 0.12 | ||
| Hedonism | 0.08 | 0.09 | 0.15 | 0.11 |
| Achievement | 0.12 | 0.07 | 0.13 | 0.08 |
| Power—dominance | −0.02 | 0.05 | 0.02 | 0.06 |
| Power—resources | 0.02 | 0.01 | 0.02 | 0.02 |
| Face | −0.05 | −0.03 | −0.06 | −0.06 |
| Security—personal | −0.09 | −0.08 | – | – |
| Security—societal | −0.03 | 0.02 | −0.05 | −0.03 |
| Tradition | −0.10 | −0.14 | −0.13 | −0.13 |
| Conformity—rules | −0.14 | −0.16 | −0.16 | −0.17 |
| Conformity—interpersonal | −0.18 | −0.16 | −0.20 | −0.14 |
| Humility | −0.19 | −0.15 | −0.19 | −0.13 |
| Universalism—nature | 0.02 | −0.04 | 0.00 | −0.01 |
| Universalism—concern | −0.09 | 0.00 | −0.06 | −0.04 |
| Universalism—tolerance | 0.02 | −0.06 | 0.03 | −0.05 |
| Benevolence—caring | 0.08 | 0.09 | 0.04 | 0.09 |
| Benevolence—dependability | 0.09 | 0.08 | 0.06 | 0.07 |
Correlations printed in italics differ significantly across the regions in a bootstrapped procedure, using 1,000 samples (p < 0.05).
p < 0.05.
p < 0.01.
p < 0.001.