In this article, we argue for increased participant choice in early years research and beyond. Drawing on relevant literature and our own empirical work, we demonstrate that giving participants more choice leads to richer data and more robust findings. We also show that more choice for participants is closely aligned with co-creation and…

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…

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…

This book provides a comprehensive examination of teacher design thinking and practice, structured across ten chapters that can be read either as a complete narrative or as standalone works. The content is organized into three parts--Part 1: Foundations and frameworks (Chapters 1-3)--Establishes the theoretical groundwork for understanding…

Higher education institutions play a vital role in fostering societal transitions towards sustainable and equitable futures, primarily, by equipping university graduates with future-oriented capabilities to address complex contemporary challenges. Despite their efforts, higher education institutions often lack consistent practices in assessing the…

Although research indicates that individual students benefit when they enroll in early algebra classes, evaluations of broad-based algebra acceleration often report negative effects. Using a regression discontinuity design, we replicate the positive effects of eighth-grade algebra placement on student achievement found in prior studies. We then…

The concept of translanguaging is increasingly prevalent in the field of foreign language teaching, generating efforts to understand how foreign language teachers use translanguaging and introduce its benefits in the classroom. However, current understandings of teachers' uses of translanguaging do not yet sufficiently reflect its complexity.…

In England, a new Education Inspection Framework (EIF) was launched in 2019. The Office for Standards in Education, Children's Services and Skills (OfSTED) describes it as evolutionary in bringing out education improvement. Others criticise its methodology and detrimental impact on schools. This study compares the foci, evidence-collecting methods…