In this paper, we investigate the conditions under which data imbalances, a common data characteristic that occurs when factor values are unevenly distributed, are problematic for the performance of Coincidence Analysis (CNA). We further examine how such imbalances relate to fragmentation and noise in data. We show that even extreme data…

The "Framework for Information Literacy for Higher Education" articulates the ways of thinking, knowing, and doing that are valued in the academic community. Prior to the "Framework," several scholars explored the potential relationship between information literacy and epistemological development, or the ways in which learners…

Workload management for academics within higher education settings has been and continues to be heavily contested and cited by some as a challenge that has proved impossible to satisfactorily decipher. This is especially problematic within postgraduate contexts where academics have multilayered roles and responsibilities that include teaching,…

Given the pervasive influence of generative artificial intelligence (GenAI) platforms, educators are increasingly confronted with novel challenges, particularly in the context of Globally Networked Learning (GNL) and navigating its concomitant cultural perspectives. Consequently, a salient question confronting international higher education is how…

The hanging rope problem is considered. The rope is subject to rotation with the rotation axis being parallel to the rope. Using a continuum model and the basic principles of dynamics, the differential equation governing the motion is derived. The dynamic equilibrium case without vibrational motion is assumed in deriving the equation. The equation…

Inappropriate behaviors in peer review may involve bullying and can have negative effects on authors and the dissemination of knowledge. In this paper, we have discussed the causes, forms, harms, and potential mitigation measures of bullying in peer review. We call for attention to these behaviors and advocate for future research within a…

This invited review critically examines the Technological Pedagogical Content Knowledge (TPACK) framework and argues for the integration of Affective Knowledge (AK) as a foundational component in technologically mediated pedagogy. Drawing on recent scholarship in emotional and teacher education, the article identifies a persistent gap in how TPACK…

Missing data presents a significant challenge in Educational Data Mining (EDM). Imputation techniques aim to reconstruct missing data while preserving critical information in datasets for more accurate analysis. Although imputation techniques have gained attention in various fields in recent years, their use for addressing missing data in…

Early-career faculty have the daunting task of navigating the intersection of teaching, research, and service. Early-career faculty development can play a crucial role in supporting the professional development of tenure-seeking faculty. While these programs may introduce and support new faculty to the expectations of their academic roles, limited…

Inspired by bell hooks (1994), this dialogic inquiry documents seven scholars' thinking and reflections on dissertations in practice. Our scholarship contributed to the knowledge base in our respective fields by and while embarking on dissertations authentic to us. We rooted in the literature, interrogated issues, collected data, and shared our…

In today's digital milieu, characterized by pervasive media exposure, the intricate interplay between individual differences and cognitive processes has garnered significant scholarly interest. A notable facet of this interrelation pertains to the nexus between cognitive flexibility and individuals' engagement with online information. Recognized…

The traditional Elo rating system (ERS), widely used as a student model in adaptive learning systems, assumes unidimensionality (i.e., all items measure a single ability or skill), limiting its ability to handle multidimensional data common in educational contexts. In response, several multidimensional extensions of the Elo rating system have been…

Artificial intelligence (AI) transforms the ethical and moral subjectivity of teachers, positioning them to navigate the complex convergence of technological advancement, intellectual autonomy, and teacher identity. The purpose of this paper is to offer a conceptual model for how teachers' identities are constituted through AI prompt engineering.…

Effective communication skills are essential for success in both academic and professional contexts. This concept paper presents a novel framework designed to operationally define and support the development of assessments of communication skills with a specific emphasis on K-12 settings. Through discussions on important considerations for the…

Structural equation modeling (SEM) is a statistical method widely used in educational research to investigate relationships between variables. SEM models are typically constructed based on theoretical foundations and assessed through fit indices. However, a well-fitting SEM model alone is not sufficient to verify the causal inferences underlying…