There have been several attempts to conceptualize and operationalize pedagogical content knowledge (PCK) in the context of teachers' professional competencies. A recent and popular model is the Refined Consensus Model (RCM), which proposes a framework of dispositional competencies (personal PCK--pPCK) that influence more action-related…

Value-Added Models (VAMs) are both common and controversial in education policy and accountability research. While the sensitivity of VAMs to model specification and covariate selection is well documented, the extent to which test scoring methods (e.g., mean scores vs. IRT-based scores) may affect VA estimates is less studied. We examine the…

Students' sense of belonging can be significantly improved by college and university efforts to implement programs that enrich their residential experience. This qualitative study focused on student housing and a relationship-based housing model, students' perceptions of their residential experiences, the relationships they formed, and how these…

This article reflects a teaching experience in an archival science program offered by a Quebec university. With the aim of redesigning an online course in records management intended for undergraduate students, by incorporating more recent aspects in the course curriculum, a pedagogical approach based on the ADDIE model (analysis, design,…

This paper introduces the Heritage-based Education 5.0 model as a transformative approach to decolonize higher education in Zimbabwe and other postcolonial contexts. Departing from the traditional Education 3.0 banking model, which imposes Western-centric knowledge on passive students, this model recognizes and values students' cultural heritage…

The proliferation of digital learning platforms has revolutionized the generation, accessibility, and dissemination of educational resources, fostered collaborative learning environments and producing vast amounts of interaction data. Machine learning (ML) algorithms have emerged as powerful tools for analyzing these complex datasets, uncovering…

Teaching controversial issues is particularly challenging in today's world of misinformation, disinformation, and fake news. This article explores how critical thinking can be embedded in such discussions using the street smarts critical thinking model. The study focuses on the contentious use of the poison 1080 as a case study, systematically…

The teacher's central role in technology integration and the challenges of that integration emphasise the need for a deeper understanding about the teacher's knowledge required to teach with technology. Based on previous work and a systematic literature review, we identified three knowledge models often used: TPACK, KTMT and PTK. The goal of this…

The teaching of students with disabilities and/or special educational needs (SEN) has always been an emotionally demanding profession, requiring intensive and toilsome emotional labour for special education teachers (SETs). Situated within SETs' emotional experiences in special schools in China, this study explored the strategies and…

Communication with immigrant parents is becoming a challenge for teachers due to cultural, social, and linguistic differences as a result of globalization and the growing diversity in many schools. Especially in physical education (PE), miscommunication between teachers and parents may lead to educational disadvantages or health risks for…

Design ideation is a critical early step in any design process to generate a large number of ideas that can be cut down into the best and most innovative ones to inspire better design solutions and products. This study seeks to unearth how graphic design students generate design ideas and the extent to which traditional analogue and digital tools…

In 2011, Wisconsin curtailed public employee collective bargaining through legislation (Wisconsin Act 10) that limited the scope of bargaining to total base wages, rather than the specifics of teacher salary schedules, and tied total base wage increases to the rate of inflation. By restricting the scope of bargaining, Act 10 provided Wisconsin…

While high-accuracy machine learning (ML) models for predicting student learning performance have been widely explored, their deployment in real educational settings can lead to unintended harm if the predictions are biased. This study systematically examines the trade-offs between prediction accuracy and fairness in ML models trained on the…

This study investigated the qualities that Generation Z students in rural communities prefer in their Physical Education teachers. Using a qualitative-ethnographic approach, data were collected from 20 Generation Z students through open-ended questions validated by experts. The findings highlight four key traits that students value in PE teachers:…

Purpose: This study investigated the ineffectiveness of public speaking competence (PSC) in fostering employability. By analyzing the competency-training gap, it offers insights into vocational education and training (VET) concerning market-related generic skills. Design/methodology/approach: An integrative review was conducted, qualitatively…