Generalized structured component analysis (GSCA) is a multivariate method for specifying and examining interrelationships between observed variables and components. Despite its data-analytic flexibility honed over the decade, GSCA always defines every component as a linear function of observed variables, which can be less optimal when observed…

Structural equation modeling (SEM) is a widely used technique for studies involving latent constructs. While covariance-based SEM (CB-SEM) permits estimating the regression relationship among latent constructs, the parameters governing this relationship do not apply to that among the scored values of the constructs, which are needed for…

Observational data typically contain measurement errors. Covariance-based structural equation modelling (CB-SEM) is capable of modelling measurement errors and yields consistent parameter estimates. In contrast, methods of regression analysis using weighted composites as well as a partial least squares approach to SEM facilitate the prediction and…

Despite the plethora of m-learning acceptance studies, few have tackled the importance of examining the actual use of m-learning systems from the lenses of social influence, expectation-confirmation, and satisfaction. Additionally, most of the prior technology adoption literature tends to use the structural equation modeling (SEM) technique in…

With the community of inquiry framework, this study seeks to explore the relationship among forms of presence, self-efficacy, and training effectiveness. A total of 210 working professionals participated to the study via online survey and email communication with a valid response rate of 29.53%. The technique of partial least square was used to…

Classrooms full of "digital natives" represent the norm in U. S. schools, but like their predecessors, they mostly inhabit spaces characterized by a traditional view of teaching and learning. Understanding contributors to this mismatch, and especially teachers' role, is especially critical as Web 2.0 technologies enable greater learner…