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Lin, Hung-Ming; Lee, Min-Hsien; Liang, Jyh-Chong; Chang, Hsin-Yi; Huang, Pinchi; Tsai, Chin-Chung – British Journal of Educational Technology, 2020
Partial least squares structural equation modeling (PLS-SEM) has become a key multivariate statistical modeling technique that educational researchers frequently use. This paper reviews the uses of PLS-SEM in 16 major e-learning journals, and provides guidelines for improving the use of PLS-SEM as well as recommendations for future applications in…
Descriptors: Least Squares Statistics, Structural Equation Models, Electronic Learning, Educational Research
Sun, Yan; Rogers, Reenay – American Journal of Distance Education, 2021
This study reports the development and validation of the Online Learning Self-efficacy Scale (OLSS) for online students. The original 73 OLSS items, developed through a comprehensive review of literature and a content and validity review process by a panel of education graduate students and faculty members, were sent out through a survey to the…
Descriptors: Test Construction, Test Validity, Electronic Learning, Self Efficacy