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Determinants of Intention to Use Simulation-Based Learning in Computers and Networking Courses: An ISM and MICMAC Analysis
Department of Information Systems and Business Analytics, Kent State University, Kent, OH, USA.
School of Computing & Engineering, University of Gloucestershire, Cheltenham, UK.
La Trobe Business School, La Trobe University, Melbourne, Victoria, Australia.
University of Skövde, School of Engineering Science. University of Skövde, Virtual Engineering Research Environment. Division of Industrial Engineering and Management, Department of Civil and Industrial Engineering, Uppsala University, Sweden. (Virtual Production Development (VPD))ORCID iD: 0000-0001-5530-3517
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2024 (English)In: IEEE transactions on engineering management, ISSN 0018-9391, E-ISSN 1558-0040, Vol. 71, p. 6015-6030Article in journal (Refereed) Published
Abstract [en]

Simulation-based learning (SBL) presents a wide variety of opportunities to practice complex computer and networking skills in higher education, employing various platforms to enhance educational outcomes. The integration of SBL tools in teaching computer networking courses is useful for both instructors and learners. Furthermore, the increasing importance of SBL in higher education highlights the necessity to further explore the factors that affect the adoption of SBL technologies, particularly in the field of computer networking courses. Despite these advantages, minimal effort has been made to examine the factors that impact instructors' intentions to use SBL tools for computers and networking courses. The main objective of this study is to examine the factors that affect instructors' intentions to utilize SBL tools in computer networking courses offered by higher education institutions. By employing Interpretive structural modeling (ISM) and Matriced' Impacts Croise's Multiplication Appliquee a UN Classement (MICMAC) analysis, the research attempts to provide an in-depth understanding of the interdependencies and hierarchical associations among twelve identified factors. Results showed that system quality, self-efficacy, technological knowledge, and information quality have high driving power. This study offers valuable perspectives for higher education institutions and for upcoming empirical studies and aids in comprehending the advantages of using SBL tools in teaching and higher education. 

Place, publisher, year, edition, pages
IEEE, 2024. Vol. 71, p. 6015-6030
Keywords [en]
Bibliographies, Computer networks, Computers, Digitalization, Education, Intention to use, Internet, ISM, learning, MICMAC, Reviews, Simulation-based, Systematics, Technology adoption, Interpretive structural models, Learning tool, Simulation-based learning, Systematic, Teaching
National Category
Information Systems Information Systems, Social aspects Educational Sciences
Research subject
Virtual Production Development (VPD)
Identifiers
URN: urn:nbn:se:his:diva-23668DOI: 10.1109/TEM.2024.3374517ISI: 001193906300004Scopus ID: 2-s2.0-85187409314OAI: oai:DiVA.org:his-23668DiVA, id: diva2:1846123
Available from: 2024-03-21 Created: 2024-03-21 Last updated: 2025-02-18Bibliographically approved

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Fathi, Masood

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