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How data knowledge transformation affects teachers' precision teaching ability: The mediating effect of data consciousness
With the development of smart education, teachers' precision teaching ability has increasingly become an important component of their professional ability. Based on the Socialization, Externalization, Combination, Internalization (SECI) model of knowledge management, this research constructs a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768536/ https://www.ncbi.nlm.nih.gov/pubmed/36571058 http://dx.doi.org/10.3389/fpsyg.2022.1076013 |
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author | Tao, Jia Fan, Chenchen Wu, Wenwen Zhu, Yongyuan |
author_facet | Tao, Jia Fan, Chenchen Wu, Wenwen Zhu, Yongyuan |
author_sort | Tao, Jia |
collection | PubMed |
description | With the development of smart education, teachers' precision teaching ability has increasingly become an important component of their professional ability. Based on the Socialization, Externalization, Combination, Internalization (SECI) model of knowledge management, this research constructs a theoretical model of data knowledge transformation, data consciousness, and teachers' precision teaching ability, and uses Partial Least Squares to analyze the interaction and influence among the elements. The empirical results show that the transformation of internal knowledge related to data has a significant positive impact on the improvement of teachers' precision teaching ability and data consciousness; the transformation of external knowledge related to teaching has a positive effect on the teaching management ability of teachers' precision teaching ability, but the effect is not significant. Data consciousness plays a partial mediating effect between internal knowledge transformation and teachers' precision teaching ability, and a complete mediating effect between external knowledge transformation and teaching management ability. |
format | Online Article Text |
id | pubmed-9768536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97685362022-12-22 How data knowledge transformation affects teachers' precision teaching ability: The mediating effect of data consciousness Tao, Jia Fan, Chenchen Wu, Wenwen Zhu, Yongyuan Front Psychol Psychology With the development of smart education, teachers' precision teaching ability has increasingly become an important component of their professional ability. Based on the Socialization, Externalization, Combination, Internalization (SECI) model of knowledge management, this research constructs a theoretical model of data knowledge transformation, data consciousness, and teachers' precision teaching ability, and uses Partial Least Squares to analyze the interaction and influence among the elements. The empirical results show that the transformation of internal knowledge related to data has a significant positive impact on the improvement of teachers' precision teaching ability and data consciousness; the transformation of external knowledge related to teaching has a positive effect on the teaching management ability of teachers' precision teaching ability, but the effect is not significant. Data consciousness plays a partial mediating effect between internal knowledge transformation and teachers' precision teaching ability, and a complete mediating effect between external knowledge transformation and teaching management ability. Frontiers Media S.A. 2022-12-07 /pmc/articles/PMC9768536/ /pubmed/36571058 http://dx.doi.org/10.3389/fpsyg.2022.1076013 Text en Copyright © 2022 Tao, Fan, Wu and Zhu. 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 Tao, Jia Fan, Chenchen Wu, Wenwen Zhu, Yongyuan How data knowledge transformation affects teachers' precision teaching ability: The mediating effect of data consciousness |
title | How data knowledge transformation affects teachers' precision teaching ability: The mediating effect of data consciousness |
title_full | How data knowledge transformation affects teachers' precision teaching ability: The mediating effect of data consciousness |
title_fullStr | How data knowledge transformation affects teachers' precision teaching ability: The mediating effect of data consciousness |
title_full_unstemmed | How data knowledge transformation affects teachers' precision teaching ability: The mediating effect of data consciousness |
title_short | How data knowledge transformation affects teachers' precision teaching ability: The mediating effect of data consciousness |
title_sort | how data knowledge transformation affects teachers' precision teaching ability: the mediating effect of data consciousness |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768536/ https://www.ncbi.nlm.nih.gov/pubmed/36571058 http://dx.doi.org/10.3389/fpsyg.2022.1076013 |
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