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Digital competence of teachers in the use of ICT for research work: development of an instrument from a PLS-SEM approach

All spheres of our life are being affected using technology, particularly its integration in the research processes carried out by teachers. The success of the integration of specific digital resources in research work can be affected by several factors, such as: digital skills for finding informati...

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Autores principales: Guillén-Gámez, Francisco D., Ruiz-Palmero, Julio, García, Melchor Gómez
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10184081/
https://www.ncbi.nlm.nih.gov/pubmed/37361788
http://dx.doi.org/10.1007/s10639-023-11895-2
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author Guillén-Gámez, Francisco D.
Ruiz-Palmero, Julio
García, Melchor Gómez
author_facet Guillén-Gámez, Francisco D.
Ruiz-Palmero, Julio
García, Melchor Gómez
author_sort Guillén-Gámez, Francisco D.
collection PubMed
description All spheres of our life are being affected using technology, particularly its integration in the research processes carried out by teachers. The success of the integration of specific digital resources in research work can be affected by several factors, such as: digital skills for finding information, managing it, analyzing it, and communicating results; digital flow; anxiety in the use of ICT; digital ethics; quality of digital resources; and finally, the behavioral intention to integrate ICT. The purpose of this study is to examine the factors that influence the integration of ICT in the research process of the Higher Education teacher, and the relation between them. An online survey was used to collect data, and 1740 participants. This study used a causal model through partial least squares structural equations modeling (PLS-SEM). With this, the hypotheses established between the integration of ICT and its possible incident factors were verified. The findings revealed a significant influence path from factor integration to digital skills, ethics, flow digital, and behavior intention. Although, resource quality and ICT anxiety had significant effects on the causal model, they did not have a large impact on teachers’ integration of digital resources. The total of these factors corresponded to 48.20% of the variance in the integration of the researcher of the specific digital resources to be used in the research process. These results confirm that this model is effective in explaining the technological integration of teachers to use ICT in research work.
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spelling pubmed-101840812023-05-16 Digital competence of teachers in the use of ICT for research work: development of an instrument from a PLS-SEM approach Guillén-Gámez, Francisco D. Ruiz-Palmero, Julio García, Melchor Gómez Educ Inf Technol (Dordr) Article All spheres of our life are being affected using technology, particularly its integration in the research processes carried out by teachers. The success of the integration of specific digital resources in research work can be affected by several factors, such as: digital skills for finding information, managing it, analyzing it, and communicating results; digital flow; anxiety in the use of ICT; digital ethics; quality of digital resources; and finally, the behavioral intention to integrate ICT. The purpose of this study is to examine the factors that influence the integration of ICT in the research process of the Higher Education teacher, and the relation between them. An online survey was used to collect data, and 1740 participants. This study used a causal model through partial least squares structural equations modeling (PLS-SEM). With this, the hypotheses established between the integration of ICT and its possible incident factors were verified. The findings revealed a significant influence path from factor integration to digital skills, ethics, flow digital, and behavior intention. Although, resource quality and ICT anxiety had significant effects on the causal model, they did not have a large impact on teachers’ integration of digital resources. The total of these factors corresponded to 48.20% of the variance in the integration of the researcher of the specific digital resources to be used in the research process. These results confirm that this model is effective in explaining the technological integration of teachers to use ICT in research work. Springer US 2023-05-15 /pmc/articles/PMC10184081/ /pubmed/37361788 http://dx.doi.org/10.1007/s10639-023-11895-2 Text en © The Author(s) 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Guillén-Gámez, Francisco D.
Ruiz-Palmero, Julio
García, Melchor Gómez
Digital competence of teachers in the use of ICT for research work: development of an instrument from a PLS-SEM approach
title Digital competence of teachers in the use of ICT for research work: development of an instrument from a PLS-SEM approach
title_full Digital competence of teachers in the use of ICT for research work: development of an instrument from a PLS-SEM approach
title_fullStr Digital competence of teachers in the use of ICT for research work: development of an instrument from a PLS-SEM approach
title_full_unstemmed Digital competence of teachers in the use of ICT for research work: development of an instrument from a PLS-SEM approach
title_short Digital competence of teachers in the use of ICT for research work: development of an instrument from a PLS-SEM approach
title_sort digital competence of teachers in the use of ict for research work: development of an instrument from a pls-sem approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10184081/
https://www.ncbi.nlm.nih.gov/pubmed/37361788
http://dx.doi.org/10.1007/s10639-023-11895-2
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