Development of a Perceptions of Online Learning Scale
The sudden switch to online learning brought an unintended spotlight to the gradually expanding educational innovation of online instruction. Online learning has generally been stigmatized as less effective than traditional face-to-face learning. The learning of students tends to be influenced by teachers’ individual differences and perceptions of online learning. In this study, we describe the development of a new perceptions of online learning scale (POOLS). The POOLS seeks to measure perceptions of online learning across four theoretical constructs associated with quality education in both online and traditional face-to-face formats. Existing measures to assess perceptions of or readiness for online learning are learner-focused and could not reflect the psychological foundation of the teacher population. The POOLS was constructed using expert review and a sample of 654 adults responded to the survey. We conducted an exploratory factor analysis and confirmatory factor analysis on split halves of these data. The results of this initial validation study provide the basis for using the POOLS as an approach to measuring four aspects of perceptions of online learning: Effective Learning (ω^2 = 0.75), Student-Centered Learning (ω^2 = 0.69), Interactive Learning (ω^2 = 0.72), and Engaged Learning (ω^2 = 0.68). We recommend that the POOLS be used at an aggregate level to describe the general relationship between these factors and other characteristics such as self-efficacy, amount or type of experience with online learning, and personality traits.