Feature engineering plays a critical role in the development of machine learning systems for educational contexts, yet its impact on student trust remains understudied. Traditional approaches have focused primarily on optimizing model performance through expert-crafted features, while the emergence of AutoML offers automated alternatives for…

We propose a novel method for automated short answer grading (ASAG) designed for practical use in real-world settings. The method combines LLM embedding similarity with a nonlinear regression function, enabling accurate prediction from a small number of expert-graded responses. In this use case, a grader manually assesses a few responses, while…

Knowledge Tracing (KT) models predicting student performance in intelligent tutoring systems have been successfully deployed in several educational domains. However, their usage in open-ended programming problems poses multiple challenges due to the complexity of the programming code and a complex interplay between syntax and logic requirements…

The potential of immersive virtual reality (IVR) to deliver engaging occupational safety training has been established by previous research; however, to date, there have not been any pedagogical models to guide its implementation. This study's objective was to conceptualize a pedagogical model for IVR safety training by combining a…

Value added models (VAMs) attempt to estimate the causal effects of teachers and schools on student test scores. We apply Generalizability Theory to show how estimated VA effects depend upon the selection of test items. Standard VAMs estimate causal effects on the items that are included on the test. Generalizability demands consideration of how…

Objective: Despite a growing emphasis on holistic student wellness in higher education, sexual well-being often remains neglected as part of wellness. We conducted a website content review to assess the broad utilization of wellness models and the specific integration of sexual well-being into wellness programs. Methods and results: Targeting 51…

In an era of rapid technological advancement, educational models must evolve to meet the ever-changing needs of students. Primary school students, being digital natives, require innovative learning approaches that integrate technology and promote essential skills, such as critical thinking. This study aimed to develop a Ubiquitous Project-based…

The Orthodox Church in Germany is characterised by its diaspora situation. Most of the Orthodox Christians are related with at least one other country from Eastern, South-Eastern Europe or the Middle East. This constellation has an impact on Orthodox religious education historically as well as in terms of structure and religious pedagogics. Beyond…

This article explores how initial teacher education in Aotearoa New Zealand is working towards commitment to UNESCO's Sustainable Development Goals (SDGs) through systemic educational engagement within the broader political and historical context. It provides a systems-based model for exploring a subset of five SDGs that speak directly to the role…

Despite the spread of artificial intelligence (AI) tools and applications, the Apple Vision Pro (AVP) stands out for its innovative features compared to other types of wearable technology. Moreover, traditional glasses have been deficient in incorporating many AI innovations that could enhance user experiences and pose new challenges. In response…

This study focuses on the current state of effective communication skills among social work university students in China and proposes a strategic management model to enhance their communication abilities. Using a mixed-methods design that combines quantitative surveys and qualitative interviews, the research assesses the current level of…

This study aimed to develop and evaluate the effectiveness of the LADEC model in promoting future skills among undergraduate learners. The research objectives included: (1) analyzing the components of the LADEC model; (2) designing and implementing the model; (3) comparing the effectiveness of the LADEC model with the DTP model; and (4) assessing…

Textbook anatomy depiction of the hepatobiliary tree is present in 55%-62% of the population. Misidentification of hepatobiliary variants can lead to bile duct injuries in cholecystectomies. A better understanding of variants has been cited as a key area for improvement in anatomy education. The aim of this study was to compare the effectiveness…

This study proposes a teaching model called "flipped classroom combined with group awareness" (FC+GA) to address the challenge of student preparedness in a traditional flipped classroom (FC) model setting. The FC+GA model incorporates group awareness tools, which provide visual information such as statistical tables and graphs, that…

Background/purpose: This study aimed to develop and implement a learning management model to enhance teachers' active instructional management abilities. Materials/methods: The study was divided into four phases, including (1) Confirmatory Factor Analysis (CFA) to identify key components, (2) needs analysis to determine teachers' challenges and…