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The Language of Creativity: Validating Linguistic Analysis to Assess Creative Scientists and Artists
The purpose of this study was twofold: first, to be among the first attempts to validate linguistic analysis as a method of creativity assessment and second, to differentiate between individuals in varying scientific and artistic creativity levels using personality language patterns. Creativity is m...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8639503/ https://www.ncbi.nlm.nih.gov/pubmed/34867602 http://dx.doi.org/10.3389/fpsyg.2021.724083 |
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author | Ahmed, Sana Tariq Feist, Gregory J. |
author_facet | Ahmed, Sana Tariq Feist, Gregory J. |
author_sort | Ahmed, Sana Tariq |
collection | PubMed |
description | The purpose of this study was twofold: first, to be among the first attempts to validate linguistic analysis as a method of creativity assessment and second, to differentiate between individuals in varying scientific and artistic creativity levels using personality language patterns. Creativity is most commonly assessed through methods such as questionnaires and specific tasks, the validity of which can be weakened by scorer or experimenter error, subjective and response biases, and self-knowledge constraints. Linguistic analysis may provide researchers with an automatic, objective method of assessing creativity, and free from human error and bias. The current study used 419 creativity text samples from a wide range of creative individuals mostly in science (and some in the arts and humanities) to investigate whether linguistic analysis can, in fact, distinguish between creativity levels and creativity domains using creativity dictionaries and personality dimension language patterns, from the linguistic inquiry and word count (LIWC) text analysis program. Creative individuals tended to use more words on the creativity keyword dictionaries as well as more introversion and openness to experience language pattern words than less creative individuals. Regarding creativity domains, eminent scientists used fewer introversion, and openness to experience language pattern words than eminent artists. Text analysis through LIWC was able to partially distinguish between the three creativity levels, in some cases, and the two creativity domains (science and art). These findings lend support to the use of linguistic analysis as a partially valid assessment of scientific and artistic creative achievement. |
format | Online Article Text |
id | pubmed-8639503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86395032021-12-04 The Language of Creativity: Validating Linguistic Analysis to Assess Creative Scientists and Artists Ahmed, Sana Tariq Feist, Gregory J. Front Psychol Psychology The purpose of this study was twofold: first, to be among the first attempts to validate linguistic analysis as a method of creativity assessment and second, to differentiate between individuals in varying scientific and artistic creativity levels using personality language patterns. Creativity is most commonly assessed through methods such as questionnaires and specific tasks, the validity of which can be weakened by scorer or experimenter error, subjective and response biases, and self-knowledge constraints. Linguistic analysis may provide researchers with an automatic, objective method of assessing creativity, and free from human error and bias. The current study used 419 creativity text samples from a wide range of creative individuals mostly in science (and some in the arts and humanities) to investigate whether linguistic analysis can, in fact, distinguish between creativity levels and creativity domains using creativity dictionaries and personality dimension language patterns, from the linguistic inquiry and word count (LIWC) text analysis program. Creative individuals tended to use more words on the creativity keyword dictionaries as well as more introversion and openness to experience language pattern words than less creative individuals. Regarding creativity domains, eminent scientists used fewer introversion, and openness to experience language pattern words than eminent artists. Text analysis through LIWC was able to partially distinguish between the three creativity levels, in some cases, and the two creativity domains (science and art). These findings lend support to the use of linguistic analysis as a partially valid assessment of scientific and artistic creative achievement. Frontiers Media S.A. 2021-11-19 /pmc/articles/PMC8639503/ /pubmed/34867602 http://dx.doi.org/10.3389/fpsyg.2021.724083 Text en Copyright © 2021 Ahmed and Feist. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Ahmed, Sana Tariq Feist, Gregory J. The Language of Creativity: Validating Linguistic Analysis to Assess Creative Scientists and Artists |
title | The Language of Creativity: Validating Linguistic Analysis to Assess Creative Scientists and Artists |
title_full | The Language of Creativity: Validating Linguistic Analysis to Assess Creative Scientists and Artists |
title_fullStr | The Language of Creativity: Validating Linguistic Analysis to Assess Creative Scientists and Artists |
title_full_unstemmed | The Language of Creativity: Validating Linguistic Analysis to Assess Creative Scientists and Artists |
title_short | The Language of Creativity: Validating Linguistic Analysis to Assess Creative Scientists and Artists |
title_sort | language of creativity: validating linguistic analysis to assess creative scientists and artists |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8639503/ https://www.ncbi.nlm.nih.gov/pubmed/34867602 http://dx.doi.org/10.3389/fpsyg.2021.724083 |
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