TY - JOUR
T1 - Structure and flexibility
T2 - Investigating the relation between the structure of the mental lexicon, fluid intelligence, and creative achievement
AU - Kenett, Yoed N.
AU - Beaty, Roger E.
AU - Silvia, Paul J.
AU - Anaki, David
AU - Faust, Miriam
N1 - Publisher Copyright:
© American Psychological Association.
PY - 2016/11/1
Y1 - 2016/11/1
N2 - Creativity is mainly viewed by current theories as either a bottom-up or top-down cognitive process. However, a growing body of research indicates that both processes contribute to creative ability. Furthermore, in both accounts the structure of the mental lexicon plays a key component, either as directly related to creative ability (bottom-up) or as the basis upon which top-down processes operate (top-down). Thus, the examination of the mental lexicon structure as related to both types of processes can shed further light on the nature of creative ability. In this study, we use network science methodology to examine how fluid intelligence and creative achievement are related to the structure of the mental lexicon. A large sample of participants completed a semantic verbal fluency task and was divided into 4 groups, based on their performance on intelligence and creative achievement measures. A network science methodology was then used to extract and compare the lexical network structure of the semantic category between the 4 groups. The results of this analysis revealed that while fluid intelligence was more related to structural properties of the lexical network, creative achievement was more related to flexible properties of the lexical network. Furthermore, we found that the lexical network of the high-fluid-intelligence and high-creative-achievement group exhibited a combination of both effects. These findings provide insight into structural and functional properties of semantic networks, and they demonstrate the utility of network science in examining high-level cognitive phenomena, such as creativity and intelligence.
AB - Creativity is mainly viewed by current theories as either a bottom-up or top-down cognitive process. However, a growing body of research indicates that both processes contribute to creative ability. Furthermore, in both accounts the structure of the mental lexicon plays a key component, either as directly related to creative ability (bottom-up) or as the basis upon which top-down processes operate (top-down). Thus, the examination of the mental lexicon structure as related to both types of processes can shed further light on the nature of creative ability. In this study, we use network science methodology to examine how fluid intelligence and creative achievement are related to the structure of the mental lexicon. A large sample of participants completed a semantic verbal fluency task and was divided into 4 groups, based on their performance on intelligence and creative achievement measures. A network science methodology was then used to extract and compare the lexical network structure of the semantic category between the 4 groups. The results of this analysis revealed that while fluid intelligence was more related to structural properties of the lexical network, creative achievement was more related to flexible properties of the lexical network. Furthermore, we found that the lexical network of the high-fluid-intelligence and high-creative-achievement group exhibited a combination of both effects. These findings provide insight into structural and functional properties of semantic networks, and they demonstrate the utility of network science in examining high-level cognitive phenomena, such as creativity and intelligence.
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U2 - 10.1037/aca0000056
DO - 10.1037/aca0000056
M3 - Article
AN - SCOPUS:84962611137
SN - 1931-3896
VL - 10
SP - 377
EP - 388
JO - Psychology of Aesthetics, Creativity, and the Arts
JF - Psychology of Aesthetics, Creativity, and the Arts
IS - 4
ER -