Scoring high-dimensional assessments (e.g., > 15 traits) can be a challenging task. This paper introduces the multilabel neural network (MNN) as a scoring method for high-dimensional assessments. Additionally, it demonstrates how MNN can score the same test responses to maximize different performance metrics, such as accuracy, recall, or…

Learning objectives (LOs) are a pillar of course design and execution and thus a focus of curricular reforms. This study explored the extent to which the creation and usage of LOs might be facilitated by three leading chatbots: ChatGPT-4o, Claude 3.5 Sonnet, and Google Gemini Advanced. We posed three main questions, as follows: "question…

Even when proficiency in foreign languages has emerged as a critical skill to foster academic, professional, and personal growth, there remains a notable gap in the literature regarding the relation between language learning strategies (LLS) and communicative competence in English among Colombian high school students. This investigation used an…

Background: Automated writing evaluation (AWE) systems, used as formative assessment tools in writing classrooms, are promising for enhancing instruction and improving student performance. Although meta-analytic evidence supports AWE's effectiveness in various contexts, research on its effectiveness in the U.S. K-12 setting has lagged behind its…

Purpose: Large language models such as ChatGPT are a challenge to academic principles, calling into question well-established practices, teaching and exam formats. This study aims to explore the adaptation process regarding text-generative artificial intelligence (AI) of students and teachers in higher education and to identify needs for change.…

The research presented in this paper aims to shed light on the complex role of mathematics teacher educators who led courses for prospective mathematics teachers. Theoretically, the research combines the documentational approach to didactics and the meta-didactical transposition frameworks, complementing the study with the analysis of the teacher…

Many elementary education programs have only one mathematics methods course designed for preservice teachers (PTs). Such courses typically cover a range of content and present a challenge for mathematics teacher educators (MTEs) who strive to prepare their PTs to teach mathematics in equitable and humane ways. Due to the "stand-alone"…

In response to the need for greater racial and ethnic diversity, the Office of Academic Affairs (OAA) at Indiana University Indianapolis introduced a mandatory equity and inclusion-centered training program for faculty search committees in August 2023. This training addresses key challenges in achieving faculty diversity, including biases, narrow…

In a unique learning context, language-positive environments outside the classroom, not enclosed instruction on U.S. campuses, education abroad foreign language instructors develop distinct teaching practices. Education abroad researchers have accounted for informal learning opportunities, yet few have attended to onsite language instruction. This…

In many jurisdictions, teacher quality is seen as key to system improvement. One approach to improving teacher quality is to include research activities in teacher preparation. Yet, little is known about how conducting research might improve teacher quality. Research literacy, defined as both knowing enough about research to understand and…

This study aims to examine Newly Qualified Teachers' (NQT) experiences of enacting an inclusive pedagogy in high poverty school contexts in Scotland. One approach for supporting teachers' practices with regard to inclusion is known as inclusive pedagogy. However, there is limited research into NQTs' experiences of implementing an inclusive…

In the context of the rise of right-wing populism, new debates on democratic education have emerged which focus on the role of affect. The paper puts forth a postfoundational perspective on affects and emotion, proposing an analysis of how democratic education practices mobilize certain feelings. In the empirical analysis of argumentation…

Educators in higher education institutions swiftly transitioned from face-to-face to online and remote classes to mitigate physical contact risks and ensure student and faculty safety during the pandemic. However, this abrupt shift presented both personal and institutional challenges in redefining the expectations and roles of instructors and…

Purpose: This paper describes oral language as a multi-faceted and unconstrained phenomenon, including its social purpose in societies and the implications of this for education. It provides a critique of the concepts of oral language which have come to dominate literacy and language education policy across the Organisation of Economic…

Given the unique proximity and approachability of graduate teaching assistants (GTAs) to students, training GTAs to support student mental health is critical. However, GTAs play dual roles as educators and students, who face their own stress and mental health challenges. This study examined the efficacy of an online module for GTAs focused on how…