This article addresses the problem of traffic congestion through a learning perspective, highlighting the capabilities of information, and communication technologies to transform society. Recent physical and mathematical analysis of congestion reveals that training drivers to keep a safe distance systematically contributes to the emergence and…

After the COVID-19 pandemic, both teachers and learners have reached a new understanding in the use of technology. With the change in the understanding of education, their access to technology has become a necessity. The adoption of Internet technologies as a learning tool facilitated the adoption of the metaverse environment. One of the most…

Item Response Theory (IRT) models are a popular analytic method for self report data. We show how traditional IRT models can be vulnerable to specific kinds of asymmetric measurement error (AME) in self-report data, because the models spread the error to all estimates -- even those of items that do not contribute error. We quantify the impact of…

Hierarchical data is often observed in education data. Analyzing such data with Multilevel Modeling becomes crucial to understanding the relationship at the individual and group levels. However, one of the most significant problems with this kind of data is small sample sizes and very low Intraclass Correlations. The multivariate Latent Covariate…

Multistage adaptive testing (MST) has become popular in the testing industry because the research has shown that it combines the advantages of both linear tests and item-level computer adaptive testing (CAT). The previous research efforts primarily focused on MST design issues such as panel design, module length, test length, distribution of test…

Longitudinal randomized controlled trials generally assign individuals randomly to interventions at baseline and then evaluate how differential average treatment effects evolve over time. This study shows that longitudinal settings could benefit from "Recurrent Individual Treatment Assignment" ("RITA") instead, particularly in…

A Virtual reality (VR) tour of the operating theatre can provide a realistic experience for children. The sample of children was allocated to VR-Documentary Film Group (n = 35), VR-Operating Theater Tour Group (n = 35) and Control Group (n = 35) using randomization and experimental study. The preoperative fear of the children was assessed (Child…

Engaging children in argumentation-focused discussions is essential to helping them collaboratively make sense of scientific phenomena. To support this effort, teachers must listen and be responsive to students' ideas to move the discussion forward with the goal of reaching consensus. Given the complexity of this ambitious science teaching…

The computational model of school achievement represents a novel approach to theorizing school achievement, conceptualizing educational interventions as modifications to students' learning curves. By modeling the process and products of educational achievement simultaneously, this tool addresses several unresolved questions in educational…

In recent years, an increasing number of teachers and researchers have used virtual reality (VR) to enhance English as a foreign language (EFL) learning, but the learning effects they found varied. Because of these differences, we conducted a meta-analysis. This study aims to compare the effectiveness of VR-based EFL learning methods with…

Causal-formative indicators are often used in social science research. To achieve identification in causal-formative indicator modeling, constraints need to be applied. A conventional method is to constrain the weight of a formative indicator to be 1. The selection of which indicator to have the fixed weight, however, may influence statistical…

Recently, Virtual reality (VR) technologies have started to be used increasingly in the field of education, as in many other fields. With the widespread use of virtual reality applications, there is a need to investigate the effects of virtual reality applications in the field of education. The results obtained from these researches can contribute…

Simulation has an ever-increasing role in health professions' education, however there is limited evidence on the transferability of learning to practice. In this study, a pragmatic approach using a convergent mixed methods design explored the use of a virtual high-fidelity Computed Tomography (CT) simulator in preparing students for clinical…

Despite the routine use of high-fidelity patient simulation (HFPS) in health care disciplines, pharmacy residents' involvement in HFPS is limited. To evaluate pharmacy residents' self-reported confidence in their clinical skills dealing with acute medical scenarios. Three separate HFPS sessions (stroke, Advanced cardiovascular life support [ACLS],…

Background: The potential of learning analytics dashboards in virtual reality simulation-based training environments to influence occupational self-efficacy via self-reflection phase processes in the Chemical industry is still not fully understood. Learning analytics dashboards provide feedback on learner performance and offer points of comparison…