TY - GEN
T1 - Role of digital fluency and spatial ability in student experience of online learning environments
T2 - Computing Conference, 2018
AU - Tchoubar, Tatiana
AU - Sexton, Thomas R.
AU - Scarlatos, Lori L.
N1 - Publisher Copyright:
© Springer Nature Switzerland AG 2019.
PY - 2019
Y1 - 2019
N2 - 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.
AB - 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.
KW - Digital fluency
KW - Learning environments
KW - Learning management system
KW - Online education
KW - Spatial ability
UR - https://www.scopus.com/pages/publications/85057137212
U2 - 10.1007/978-3-030-01177-2_18
DO - 10.1007/978-3-030-01177-2_18
M3 - Conference contribution
AN - SCOPUS:85057137212
SN - 9783030011765
T3 - Advances in Intelligent Systems and Computing
SP - 251
EP - 264
BT - Intelligent Computing - Proceedings of the 2018 Computing Conference
A2 - Kapoor, Supriya
A2 - Bhatia, Rahul
A2 - Arai, Kohei
PB - Springer Verlag
Y2 - 10 July 2018 through 12 July 2018
ER -