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Role of digital fluency and spatial ability in student experience of online learning environments: Digital readiness for evolution of educational ecosystem

  • Polytechnic University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Scopus citations

Abstract

Online learning environments have become a standard support for most higher education courses, whether they are face to face, hybrid, or online. During their years of study, today’s students will need to navigate these online learning environments: from finding the syllabus to interacting with the faculty virtually. However, not all learners have equal facility when dealing with online environments. In this article we report results of two exploratory studies investigating cognitive characteristics involved in learning and personal pre-requisites that are important for a positive learner experience in an online learning environment. In particular, we examined the perceived easiness of use and perceived helpfulness of the OLE, as related to the user’s digital fluency and spatial ability. Logistic regression of scores in digital fluency (DF) tests on dichotomized survey responses demonstrated that senior undergraduate students with higher DF scores find online learning environments easy to use, and helpful, more often than their peers having lower DF scores. Comparison of mental rotation scores with the digital fluency scores, by means of linear regression analysis, demonstrated statistically significant association between spatial ability and digital fluency. As previous studies demonstrated that spatial ability can be trained, these results will facilitate digital readiness for the expansion of educational ecosystem and will help people to make better use of eLearning materials.

Original languageEnglish
Title of host publicationIntelligent Computing - Proceedings of the 2018 Computing Conference
EditorsSupriya Kapoor, Rahul Bhatia, Kohei Arai
PublisherSpringer Verlag
Pages251-264
Number of pages14
ISBN (Print)9783030011765
DOIs
StatePublished - 2019
EventComputing Conference, 2018 - London, United Kingdom
Duration: Jul 10 2018Jul 12 2018

Publication series

NameAdvances in Intelligent Systems and Computing
Volume857
ISSN (Print)2194-5357

Conference

ConferenceComputing Conference, 2018
Country/TerritoryUnited Kingdom
CityLondon
Period07/10/1807/12/18

Keywords

  • Digital fluency
  • Learning environments
  • Learning management system
  • Online education
  • Spatial ability

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