Cargando…
Factors affecting digital technology access in vocational education
If policies are not thoroughly designed, technology integration may fail. As a result, users’ perceptions of technology, especially access to digital technology, are critical for technology integration in education. This study aimed to develop and validate a scale to model factors affecting digital...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080178/ https://www.ncbi.nlm.nih.gov/pubmed/37029180 http://dx.doi.org/10.1038/s41598-023-32755-6 |
_version_ | 1785020869842567168 |
---|---|
author | Habibi, Akhmad Sofyan, Sofyan Mukminin, Amirul |
author_facet | Habibi, Akhmad Sofyan, Sofyan Mukminin, Amirul |
author_sort | Habibi, Akhmad |
collection | PubMed |
description | If policies are not thoroughly designed, technology integration may fail. As a result, users’ perceptions of technology, especially access to digital technology, are critical for technology integration in education. This study aimed to develop and validate a scale to model factors affecting digital technology access for instructional use in Indonesian vocational schools. The study also reports the structural model of the path analysis and tests of differences based on geographical areas. A scale adapted from prior studies was established, validated, and examined for its validity and reliability. A total of 1355 responses were measurable; partial least squares structural equation modeling (PLS-SEM) and t-test procedures were applied for the data analysis. The findings informed that the scale was valid and reliable. For the structural model, the strongest relationship emerged between motivational access and skills access, while the lowest existed between material access and skills access. However, motivational access has an insignificant effect on instructional use. The t-test results show that geographical areas were significantly different regarding all involved variables. |
format | Online Article Text |
id | pubmed-10080178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100801782023-04-07 Factors affecting digital technology access in vocational education Habibi, Akhmad Sofyan, Sofyan Mukminin, Amirul Sci Rep Article If policies are not thoroughly designed, technology integration may fail. As a result, users’ perceptions of technology, especially access to digital technology, are critical for technology integration in education. This study aimed to develop and validate a scale to model factors affecting digital technology access for instructional use in Indonesian vocational schools. The study also reports the structural model of the path analysis and tests of differences based on geographical areas. A scale adapted from prior studies was established, validated, and examined for its validity and reliability. A total of 1355 responses were measurable; partial least squares structural equation modeling (PLS-SEM) and t-test procedures were applied for the data analysis. The findings informed that the scale was valid and reliable. For the structural model, the strongest relationship emerged between motivational access and skills access, while the lowest existed between material access and skills access. However, motivational access has an insignificant effect on instructional use. The t-test results show that geographical areas were significantly different regarding all involved variables. Nature Publishing Group UK 2023-04-07 /pmc/articles/PMC10080178/ /pubmed/37029180 http://dx.doi.org/10.1038/s41598-023-32755-6 Text en © The Author(s) 2023 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 Habibi, Akhmad Sofyan, Sofyan Mukminin, Amirul Factors affecting digital technology access in vocational education |
title | Factors affecting digital technology access in vocational education |
title_full | Factors affecting digital technology access in vocational education |
title_fullStr | Factors affecting digital technology access in vocational education |
title_full_unstemmed | Factors affecting digital technology access in vocational education |
title_short | Factors affecting digital technology access in vocational education |
title_sort | factors affecting digital technology access in vocational education |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080178/ https://www.ncbi.nlm.nih.gov/pubmed/37029180 http://dx.doi.org/10.1038/s41598-023-32755-6 |
work_keys_str_mv | AT habibiakhmad factorsaffectingdigitaltechnologyaccessinvocationaleducation AT sofyansofyan factorsaffectingdigitaltechnologyaccessinvocationaleducation AT mukmininamirul factorsaffectingdigitaltechnologyaccessinvocationaleducation |