Considerations related to generalization of a study's findings are often interconnected to researchers' judgements regarding the 'quality' of the methodology and methodological pluralism. Too often, researchers consider generalization as only possible with respect to quantitative studies with large numbers of randomly selected participants…

Supervision is a deliberate intervention where an experienced professional guides and supports a novice in the same field, creating a careful balance of hierarchy, evaluation, and support (Bernard & Goodyear, 2019). Supervision is crucial in school counseling, a profession that faces unique and specialized challenges in K-12 educational…

One of the central components of cognitive diagnostic assessment is the Q-matrix, which is an essential loading indicator matrix and is typically constructed by subject matter experts. Nonetheless, to a large extent, the construction of Q-matrix remains a subjective process and might lead to misspecifications. Many researchers have recognized the…

A Q-matrix is a binary matrix that defines the relationship between items and latent variables and is widely used in diagnostic classification models (DCMs), and can also be adopted in multidimensional item response theory (MIRT) models. The construction process of the Q-matrix is typically carried out by experts in the subject area of the items…

A Q-matrix is a binary matrix that defines the relationship between items and latent variables and is widely used in diagnostic classification models (DCMs), and can also be adopted in multidimensional item response theory (MIRT) models. The construction process of the Q-matrix is typically carried out by experts in the subject area of the items…

Middle leadership development in a Higher Education context can be understood as a complex endeavor, influenced by interactions and interrelations within multiple systems. We explored the perspectives of thirty-five male and female middle leaders on the conditions influencing their leadership development at one university in Qatar. Q methodology…

The beginning years of a new teacher is a critical period and one that results in turnover 40-50% of the time (Ingersoll & Smith, 2003). This study gained insight into perceptions of induction activities of new teachers in Ohio Independent STEM schools. STEM-based pedagogies such as problem-based learning, inquiry, and student-centered…

A successful transition into adulthood is marked by occupational identity. From the developmental perspective, it is vital to examine the occupational perceptions of college students who grew up in distinct social and psychological environments from previous generations. To bridge the research gap, this study is to examine college students'…

Community-university partnerships are a critical vehicle for promoting sustainability, and the partnerships themselves can be sustained by ensuring that participants achieve mutual benefits in terms of their respective goals and missions. Although the literature emphasizes mutuality and reciprocity, fewer studies investigate community partners'…

The Q-matrix played a key role in implementations of diagnostic classification models (DCMs) or cognitive diagnostic models (CDMs) -- a family of psychometric models that are gaining attention in providing diagnostic information on students' mastery of cognitive attributes or skills. Using two Monte Carlo simulation studies, this dissertation…

The flexibility of the Delphi Technique has enabled its application across a wide range of fields to facilitate problem solving, decision-making and consensus-building. However, flexibility brings with it a corresponding lack of detailed methodological guidelines, and the rigour of Delphi studies has been questioned. This paper presents a recent…

Purpose: The integration of ESD is a complex problem. It calls for an innovative, student-centred curriculum, as well as professional learning and agency, by which university teachers feel empowered to change their practice and direct their peers and institutions towards ESD. This study aims to explore what university teachers consider to be the…

Educational testing has been criticized for its disconnect from modern cognitive science and its limited role in improving instruction and student learning. Reform efforts emphasize the need for testing to provide specific diagnostic insights into students' skills and knowledge. Cognitive diagnosis (CD), an emerging paradigm in educational…

This mixed-methods case study explores the establishment, change, and sustainability of grading practices among high school teachers. Through Q-methodology, this study investigates teachers' perspectives on grading, their motivations for adopting alternative practices, and the challenges they face in implementation. The study's findings reveal…

Embracing parental advocacy is pivotal in navigating the challenges associated with autism spectrum disorder (ASD). Such challenges include stress, stigmas, educational challenges, and access to support and services. This study's purpose was to examine parents' and adult primary caregivers' perspectives when advocating for an individual with ASD.…