Computational thinking for teachers: Development of a localised E-learning system

Malaysia has introduced computational thinking skills as part of a curriculum integration update to meet the global trends in 21st-century education, focusing on empowering digital literacy. Nevertheless, a preliminary investigation revealed an apparent lack of understanding of computational thinkin...

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Published in:Computers and Education
Main Author: 2-s2.0-85119357373
Format: Article
Language:English
Published: Elsevier Ltd 2022
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119357373&doi=10.1016%2fj.compedu.2021.104379&partnerID=40&md5=8c0451f929a0b87b8694462d360c6175
id Ung L.-L.; Labadin J.; Mohamad F.S.
spelling Ung L.-L.; Labadin J.; Mohamad F.S.
2-s2.0-85119357373
Computational thinking for teachers: Development of a localised E-learning system
2022
Computers and Education
177

10.1016/j.compedu.2021.104379
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119357373&doi=10.1016%2fj.compedu.2021.104379&partnerID=40&md5=8c0451f929a0b87b8694462d360c6175
Malaysia has introduced computational thinking skills as part of a curriculum integration update to meet the global trends in 21st-century education, focusing on empowering digital literacy. Nevertheless, a preliminary investigation revealed an apparent lack of understanding of computational thinking skills in general among teachers. The study explores the feasibility of developing a localized E-learning system to train computational thinking skills among teachers. An E-learning system, termed as myCTGWBL, was developed on the basis of a newly proposed conceptual framework to present computational thinking teaching–learning repertoire to the teachers. The hypothesis is that myCTGWBL would develop teachers' computational thinking and its position in teaching–learning understanding. myCTGWBL relevance was tested through DeLone and McLean's information system and Urbach's collaboration quality construct. To determine the success factors, partial least squares structural equation modeling was used. A total of 369 teachers participated in a two-stage survey. Participants' understanding of computational thinking and perceptions were recorded at the pre- and post-intervention phases. Open-ended questions of the surveys were analyzed using a simple text analysis technique. The closed-ended questions surveys were analyzed using SPSS Statistics 22.0. A significant improvement in teachers' computational thinking teaching–learning repertoire in a relatively short period has been recorded. Teachers also demonstrated increased confidence in the future delivering computational thinking-based lessons. The E-learning conceptual framework has illustrated the predictive power between user intent, user satisfaction, and Computational thinking (CT) knowledge benefits. Results demonstrate that myCTGWBL could be used to guide future planning when establishing CT knowledge acquisition initiatives, particularly among teachers. © 2021 Elsevier Ltd
Elsevier Ltd
3601315
English
Article
All Open Access; Green Open Access
author 2-s2.0-85119357373
spellingShingle 2-s2.0-85119357373
Computational thinking for teachers: Development of a localised E-learning system
author_facet 2-s2.0-85119357373
author_sort 2-s2.0-85119357373
title Computational thinking for teachers: Development of a localised E-learning system
title_short Computational thinking for teachers: Development of a localised E-learning system
title_full Computational thinking for teachers: Development of a localised E-learning system
title_fullStr Computational thinking for teachers: Development of a localised E-learning system
title_full_unstemmed Computational thinking for teachers: Development of a localised E-learning system
title_sort Computational thinking for teachers: Development of a localised E-learning system
publishDate 2022
container_title Computers and Education
container_volume 177
container_issue
doi_str_mv 10.1016/j.compedu.2021.104379
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119357373&doi=10.1016%2fj.compedu.2021.104379&partnerID=40&md5=8c0451f929a0b87b8694462d360c6175
description Malaysia has introduced computational thinking skills as part of a curriculum integration update to meet the global trends in 21st-century education, focusing on empowering digital literacy. Nevertheless, a preliminary investigation revealed an apparent lack of understanding of computational thinking skills in general among teachers. The study explores the feasibility of developing a localized E-learning system to train computational thinking skills among teachers. An E-learning system, termed as myCTGWBL, was developed on the basis of a newly proposed conceptual framework to present computational thinking teaching–learning repertoire to the teachers. The hypothesis is that myCTGWBL would develop teachers' computational thinking and its position in teaching–learning understanding. myCTGWBL relevance was tested through DeLone and McLean's information system and Urbach's collaboration quality construct. To determine the success factors, partial least squares structural equation modeling was used. A total of 369 teachers participated in a two-stage survey. Participants' understanding of computational thinking and perceptions were recorded at the pre- and post-intervention phases. Open-ended questions of the surveys were analyzed using a simple text analysis technique. The closed-ended questions surveys were analyzed using SPSS Statistics 22.0. A significant improvement in teachers' computational thinking teaching–learning repertoire in a relatively short period has been recorded. Teachers also demonstrated increased confidence in the future delivering computational thinking-based lessons. The E-learning conceptual framework has illustrated the predictive power between user intent, user satisfaction, and Computational thinking (CT) knowledge benefits. Results demonstrate that myCTGWBL could be used to guide future planning when establishing CT knowledge acquisition initiatives, particularly among teachers. © 2021 Elsevier Ltd
publisher Elsevier Ltd
issn 3601315
language English
format Article
accesstype All Open Access; Green Open Access
record_format scopus
collection Scopus
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