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…

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…

As a topic of rising interest, language teacher motivation has been studied through various lenses and across different contexts over recent years. Yet, relatively scant attention has been paid to Chinese language teachers teaching overseas. Using Q methodology and supplementary interview data, this study investigated the motivational profiles of…

Research on language motivation has tended to focus on the phenomena of demotivation and remotivation in the English classroom. This study utilized Q methodology to analyze the dynamics of demotivation and remotivation among 15 Chinese university students during their English learning process from primary school to senior middle school. Informed…

Amidst the recent positive psychology trend, teacher resilience has captured increasing scholarly attention, while burnout remains a significant, negative construct in teachers' emotional spectrum. Research on burnout and resilience among teachers teaching English as a foreign language (EFL) is especially scant. In this study, we explored the…

The study explored the viewpoints of two groups of mentors -- subject and pedagogy -- on their roles in a 12-month problem-based learning (PBL) academic development program at a Danish university. Q methodology analysis from 49 mentors revealed consensus on certain generic characteristics of good mentorship, namely active listening, constructive…

Amid the ongoing discussion about the potential of LLMs (Large Language Models) to facilitate language learning, there has been a broad spectrum of views in academia. However, little is known about the different viewpoints of students and what contributes to these differences. In light of this, this study adopts Q-methodology, a mixed-methods…

Recently, there has been a significant increase in research on Generative Artificial Intelligence (GenAI) in the domain of second language (L2) education. Given the limited resources, it is essential for GenAI research to focus on key areas. However, there is still uncertainty about which topics should be prioritised. Research priorities are often…

In language learner identity research, there is an underrepresentation of LOTE-as-L3 learners in instructed foreign language learning contexts. This study addresses this gap by exploring the multilingual identity profiles of Chinese high school LOTE-as-L3 learners in two school contexts and seeks to understand how the schools may influence…

In this study, Q methodology was used to identify 16 secondary school physics, chemistry, and biology teachers' views on competences in education for sustainable development (ESD). Our data collection instrument was grounded in the "GreenComp" competence framework developed by the European Commission. We captured three different…

Aim/Purpose: This paper investigates the integration of ChatGPT in Philippine higher education institutions (HEIs). It explores whether ChatGPT bridges or deepens educational divides, particularly in the context of the urban-rural gap, ethical concerns, and cultural resistance to technological change. Background: Focusing on Philippine HEIs, the…