Integrating students' perspectives about online learning: a hierarchy of factors

Int J Educ Technol High Educ. 2020;17(1):53. doi: 10.1186/s41239-020-00229-8. Epub 2020 Dec 2.

Abstract

This article reports on a large-scale (n = 987), exploratory factor analysis study incorporating various concepts identified in the literature as critical success factors for online learning from the students' perspective, and then determines their hierarchical significance. Seven factors--Basic Online Modality, Instructional Support, Teaching Presence, Cognitive Presence, Online Social Comfort, Online Interactive Modality, and Social Presence--were identified as significant and reliable. Regression analysis indicates the minimal factors for enrollment in future classes-when students consider convenience and scheduling-were Basic Online Modality, Cognitive Presence, and Online Social Comfort. Students who accepted or embraced online courses on their own merits wanted a minimum of Basic Online Modality, Teaching Presence, Cognitive Presence, Online Social Comfort, and Social Presence. Students, who preferred face-to-face classes and demanded a comparable experience, valued Online Interactive Modality and Instructional Support more highly. Recommendations for online course design, policy, and future research are provided.

Keywords: Cognitive presence; Online education; Online quality; Online teaching; Student perceptions; Student presence; Teaching presence.