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New exploration of creativity: Cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase
Multiteam digital creativity (MTDC) is a new domain of creativity study that fits the new developments of the digital era, thus scholars have called for exploring MTDC in the fine-graining phase. This paper responds to this call, and adopts two studies and cross-validation analysis to explore the th...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10000293/ https://www.ncbi.nlm.nih.gov/pubmed/36910767 http://dx.doi.org/10.3389/fpsyg.2023.1102085 |
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author | Chen, Weilong Wang, Baohua Chen, Yi Zhang, Jing Xiao, Yuchun |
author_facet | Chen, Weilong Wang, Baohua Chen, Yi Zhang, Jing Xiao, Yuchun |
author_sort | Chen, Weilong |
collection | PubMed |
description | Multiteam digital creativity (MTDC) is a new domain of creativity study that fits the new developments of the digital era, thus scholars have called for exploring MTDC in the fine-graining phase. This paper responds to this call, and adopts two studies and cross-validation analysis to explore the theoretical framework of the impact factors of MTDC in the transition phase. Study 1 adopts the qualitative analysis method of rooted theory to explore a more comprehensive impact factor and to maximize the new theory’s saturation. Study 2 adopts the CL-WG DEMATEL method, one analysis method of group decision-making and optimized concept lattice, which could cross-validation analyze the results of Study 1 and further determine the importance of the factors. The results of the studies indicate that the influencing factors of MTDC are multilevel, and the factors such as the organizational digital climate, team psychological empowerment, individual digital cognition and emotion, and leadership competence have greater impacts on MTDC. This indicates that the transition phase has a unique internal mechanism. This paper constructs a theoretical framework of factors influencing MTDC in the transition phase and provides new theoretical and practical references for how organizations could fully stimulate MTDC in the digital era. In addition, the cross-validated analytical method further enriches the study tools in the domain of organizational behavior. |
format | Online Article Text |
id | pubmed-10000293 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100002932023-03-11 New exploration of creativity: Cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase Chen, Weilong Wang, Baohua Chen, Yi Zhang, Jing Xiao, Yuchun Front Psychol Psychology Multiteam digital creativity (MTDC) is a new domain of creativity study that fits the new developments of the digital era, thus scholars have called for exploring MTDC in the fine-graining phase. This paper responds to this call, and adopts two studies and cross-validation analysis to explore the theoretical framework of the impact factors of MTDC in the transition phase. Study 1 adopts the qualitative analysis method of rooted theory to explore a more comprehensive impact factor and to maximize the new theory’s saturation. Study 2 adopts the CL-WG DEMATEL method, one analysis method of group decision-making and optimized concept lattice, which could cross-validation analyze the results of Study 1 and further determine the importance of the factors. The results of the studies indicate that the influencing factors of MTDC are multilevel, and the factors such as the organizational digital climate, team psychological empowerment, individual digital cognition and emotion, and leadership competence have greater impacts on MTDC. This indicates that the transition phase has a unique internal mechanism. This paper constructs a theoretical framework of factors influencing MTDC in the transition phase and provides new theoretical and practical references for how organizations could fully stimulate MTDC in the digital era. In addition, the cross-validated analytical method further enriches the study tools in the domain of organizational behavior. Frontiers Media S.A. 2023-02-24 /pmc/articles/PMC10000293/ /pubmed/36910767 http://dx.doi.org/10.3389/fpsyg.2023.1102085 Text en Copyright © 2023 Chen, Wang, Chen, Zhang and Xiao. 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 Chen, Weilong Wang, Baohua Chen, Yi Zhang, Jing Xiao, Yuchun New exploration of creativity: Cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase |
title | New exploration of creativity: Cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase |
title_full | New exploration of creativity: Cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase |
title_fullStr | New exploration of creativity: Cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase |
title_full_unstemmed | New exploration of creativity: Cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase |
title_short | New exploration of creativity: Cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase |
title_sort | new exploration of creativity: cross-validation analysis of the factors influencing multiteam digital creativity in the transition phase |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10000293/ https://www.ncbi.nlm.nih.gov/pubmed/36910767 http://dx.doi.org/10.3389/fpsyg.2023.1102085 |
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