Discovering students use of learning resources with educational data mining

Nkomo, Larian M.; Nat, Müesser

doi:10.1109/honet.2016.7753428

Cited by 4 publications

(1 citation statement)

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“…Learning Management Systems (LMS) is one of these advents which integrates tools for collaboration, interaction, online course delivery as well as reporting and tracking of student activities (Rhode, Richter, Gowen, Miller, & Wills, 2017). Such systems have become very popular over the years in most institutions (Nkomo & Nat, 2016;Rhode et al, 2017). However, some higher education institutions who have implemented LMSs do not make the most out of these systems (Mtebe, 2015).…”

Section: Introductionmentioning

confidence: 99%

Yükseköğretim Kurumlarında ÖYS Kullanım Politikasının Önemi

Nkomo¹,

Nat²,

Kissi³

2019

Yükseköğretim Kurumlarında ÖYS Kullanım Politikasının Önemi

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The shape of education is changing on a daily basis with the technological advances. This change is especially necessary to accommodate digital natives in Higher Education Institutions. Today, Learning Management Systems which provide more convenient way of learning and teaching are commonly used in education. Although many institutions utilize such systems, some instructors are still reluctant to integrate this technology into their teaching. Institutional technology policy is one of the factors that have been found to have an influence on the dissemination of technology use in institutions. Therefore, the aim of this study is to examine the impact of institutional policy on dissemination of technology by analysing Learning Management System activities of students and instructors. In the first part of the analysis before and after institutional policy change Learning Management Systems activity data of instructors are utilized. SPSS is used to analyse the relationship between pre-and post-policy change according to faculties. Paired Sample T-Test is used in the second part of the analysis to analyse if there is a statistically significant difference between the pre-and post-policy change on students and instructors use of Learning Management Systems. The findings of this study show that the change in policy does not have any impact on the active use of Learning Management System by students and instructors. Considering these findings, this study highlights the importance of effective policy implementation and dissemination in order to increase Learning Management System based activities in Higher Education Institutions. It is clearly known that the integration of technology into education increases student engagement and performance therefore, this study underlines the importance of an effective policy implementation in higher education institutions.

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Section: Introductionmentioning

confidence: 99%