Digital competence of Higher Education teachers in research work : validation of an explanatory and confirmatory model

2024
journal article
article
4
dc.abstract.enThis article demonstrates the validity and reliability of an instrument to evaluate the level of digital competence of Higher Education (HE) teachers in the use of digital resources in research work. The initial instrument was made up of a total of 22 items classified into four dimensions: (DIM. 1. Digital skills to search for information, manage it, analyze it and communicate results; DIM. 2. Digital ethics in digital research; DIM. 3. Digital flow in research work; DIM. 4. Anxiety towards the use of ICT resources for research). The instrument was applied to a final sample of 1709 teachers from different higher education institutions in Spain, from an initial sample of 1740. Reliability was measured using Cronbach’s Alpha and composite reliability. To check the validity of the instrument, the validity of understanding and exploration of dimensionality was analyzed using Exploratory Factor Analysis (EFA), and the instrument was adjusted for the different models using Confirmatory Factor Analysis (CFA). IBM SPSS V.24 software was used for the AFE and AMOS V.24 software was used for the AFC. The result of the reliability analyzes were adequate and, in relation to construct validity, the results found a good fit of the model, both in internal validity and factorial invariance. The final version of the instrument consists of 12 items.
dc.affiliationWydział Filozoficzny : Instytut Pedagogiki
dc.contributor.authorGuillén Gámez, Francisco
dc.contributor.authorTomczyk, Łukasz - 462556
dc.contributor.authorColomo-Magaña, Ernesto
dc.contributor.authorMascia, Maria Lidia
dc.date.accession2024-09-25
dc.date.accessioned2024-10-10T09:50:09Z
dc.date.available2024-10-10T09:50:09Z
dc.date.issued2024
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.number3
dc.description.physical1-12
dc.description.versionostateczna wersja wydawcy
dc.description.volume20
dc.identifier.doi10.20368/1971-8829/1135963
dc.identifier.eissn1971-8829
dc.identifier.issn1826-6223
dc.identifier.urihttps://ruj.uj.edu.pl/handle/item/451097
dc.identifier.weblinkhttps://www.je-lks.org/ojs/index.php/Je-LKS_EN/article/view/1135963
dc.languageeng
dc.language.containereng
dc.rightsUdzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Na tych samych warunkach 4.0 Międzynarodowa
dc.rights.licenceCC-BY-NC-SA
dc.rights.urihttps://creativecommons.org/licenses/by-nc-sa/4.0/legalcode.pl
dc.share.typeotwarte czasopismo
dc.subject.endigital competence
dc.subject.enresearch work
dc.subject.eninstrument
dc.subject.enSEM
dc.subject.enteachers
dc.subject.enhigher education
dc.subtypeArticle
dc.titleDigital competence of Higher Education teachers in research work : validation of an explanatory and confirmatory model
dc.title.journalJournal of E-Learning and Knowledge Society
dc.title.volumeDigital Transformation in educational research: competencies, resources and challenges in the context of ICT
dc.typeJournalArticle
dspace.entity.typePublicationen
dc.abstract.en
This article demonstrates the validity and reliability of an instrument to evaluate the level of digital competence of Higher Education (HE) teachers in the use of digital resources in research work. The initial instrument was made up of a total of 22 items classified into four dimensions: (DIM. 1. Digital skills to search for information, manage it, analyze it and communicate results; DIM. 2. Digital ethics in digital research; DIM. 3. Digital flow in research work; DIM. 4. Anxiety towards the use of ICT resources for research). The instrument was applied to a final sample of 1709 teachers from different higher education institutions in Spain, from an initial sample of 1740. Reliability was measured using Cronbach’s Alpha and composite reliability. To check the validity of the instrument, the validity of understanding and exploration of dimensionality was analyzed using Exploratory Factor Analysis (EFA), and the instrument was adjusted for the different models using Confirmatory Factor Analysis (CFA). IBM SPSS V.24 software was used for the AFE and AMOS V.24 software was used for the AFC. The result of the reliability analyzes were adequate and, in relation to construct validity, the results found a good fit of the model, both in internal validity and factorial invariance. The final version of the instrument consists of 12 items.
dc.affiliation
Wydział Filozoficzny : Instytut Pedagogiki
dc.contributor.author
Guillén Gámez, Francisco
dc.contributor.author
Tomczyk, Łukasz - 462556
dc.contributor.author
Colomo-Magaña, Ernesto
dc.contributor.author
Mascia, Maria Lidia
dc.date.accession
2024-09-25
dc.date.accessioned
2024-10-10T09:50:09Z
dc.date.available
2024-10-10T09:50:09Z
dc.date.issued
2024
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.number
3
dc.description.physical
1-12
dc.description.version
ostateczna wersja wydawcy
dc.description.volume
20
dc.identifier.doi
10.20368/1971-8829/1135963
dc.identifier.eissn
1971-8829
dc.identifier.issn
1826-6223
dc.identifier.uri
https://ruj.uj.edu.pl/handle/item/451097
dc.identifier.weblink
https://www.je-lks.org/ojs/index.php/Je-LKS_EN/article/view/1135963
dc.language
eng
dc.language.container
eng
dc.rights
Udzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Na tych samych warunkach 4.0 Międzynarodowa
dc.rights.licence
CC-BY-NC-SA
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode.pl
dc.share.type
otwarte czasopismo
dc.subject.en
digital competence
dc.subject.en
research work
dc.subject.en
instrument
dc.subject.en
SEM
dc.subject.en
teachers
dc.subject.en
higher education
dc.subtype
Article
dc.title
Digital competence of Higher Education teachers in research work : validation of an explanatory and confirmatory model
dc.title.journal
Journal of E-Learning and Knowledge Society
dc.title.volume
Digital Transformation in educational research: competencies, resources and challenges in the context of ICT
dc.type
JournalArticle
dspace.entity.typeen
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