Bayesian methods to infer model dimensionality in factor analysis generally assume a lower triangular structure for the factor loadings matrix. Consequently, the ordering of the outcomes influences the results. Therefore, we propose a method to infer model dimensionality without imposing any prior restriction on the loadings matrix. Our approach…

There is a growing interest in using Augmented Reality technologies in education due to common perceived advantages like its accessibility and the increase in academical performance and motivation it promotes. Yet, most research done does not offer a deeper analysis of how AR technologies are used to reach different educational goals or the…

Simulation-based learning (SBL) offers an extensive variety of chances to practice complex computer and networking skills in higher education and to implement diverse kinds of platforms to facilitate effective learning. Utilizing visualization and computer network simulation tools in teaching computer networking courses has been found to be useful…

The development of new statistical models for the meta-analysis of diagnostic test accuracy studies is still an ongoing field of research, especially with respect to summary receiver operating characteristic (ROC) curves. In the recently published updated version of the "Cochrane Handbook for Systematic Reviews of Diagnostic Test…

Ophthalmoscopy is an essential skill for medical trainees, however, trainees commonly report feeling uncomfortable with this skill. The purpose of this study is to determine the utility of a low-cost simulator in improving medical student's comfort and proficiency with direct ophthalmoscopy. An easy to assemble simulator was constructed using…

Background: Traditionally, meta-analysis of time-to-event outcomes reports a single pooled hazard ratio assuming proportional hazards (PH). For health technology assessment evaluations, hazard ratios are frequently extrapolated across a lifetime horizon. However, when treatment effects vary over time, an assumption of PH is not always valid. The…

The aim of this chapter is to provide the reader with a broad overview of clinical simulation using case examples to highlight the evolving multidomain teaching pedagogy in healthcare professional programs.

A slowdown or a speedup in response times across experimental conditions can be taken as evidence of online deployment of knowledge. However, response-time difference measures are rarely evaluated on their reliability, and there is no standard practice to estimate it. In this article, we used three open data sets to explore an approach to…

Among the numerous fields permeated by Virtual Reality (VR), this review focuses on education and specifically, engineering education. VR allows engineering students to safely and cost-efficiently experience realistic yet simulated environments otherwise inaccessible, costly and/or dangerous. The feelings of presence and immersion generated by VR…

The use of simulation holds promise for the future of dietetics education in its ability to replace up to 30% of the 1,000 required supervised practice hours for the training of future Registered Dietitian Nutritionists. Even more so, simulation is a teaching tool. When done well, such alternate learning experiences can challenge students in a…

Most existing diagnostic models are developed to detect whether students have mastered a set of skills of interest, but few have focused on identifying what scientific misconceptions students possess. This article developed a general dual-purpose model for simultaneously estimating students' overall ability and the presence and absence of…

Objective: Few studies have investigated the maintenance of skills acquired in classroom-based clinician education. Using an advanced simulation-based clinical communication skill training program for postgraduate psychiatry education (ComPsych), we aimed to investigate skill acquisition through assessing changes in competence (abilities) and…

Stratification is an important design feature of many studies using complex sampling designs and it is often used in large-scale assessment (LSA) studies, such as the "Programme for International Student Assessment" (PISA), for two main reasons. First, stratification variables that achieve a high between and low within strata variance…

Virtual reality has emerged as an influential technology in the educational landscape, offering learners and teachers immersive and interactive experiences that enhance traditional teaching methods. However, despite the increasing importance of virtual reality in education, a systematic description and classification of virtual reality use cases…

Background: Despite access to nature-based recreation, many college students do not take advantage of these experiences to improve their mental and physical health. Virtual reality experiences provide a potential pathway to motivate this population to recreate outdoors, but research is needed to determine whether virtual recreation can lead to…