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Direct linkDaoxuan Fu; Chunying Qin; Zhaosheng Luo; Yujun Li; Xiaofeng Yu; Ziyu Ye – Journal of Educational and Behavioral Statistics, 2025
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…
Descriptors: Q Methodology, Matrices, Diagnostic Tests, Cognitive Measurement
Supports and Constraints to Middle Leadership Development in Higher Education: A Q-Methodology Study
Youmen Chaaban; Saba Qadhi; Hessa Al-Thani; Alan Floyd; Xiangyun Du – Educational Management Administration & Leadership, 2025
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…
Descriptors: Middle Management, Higher Education, Q Methodology, Trust (Psychology)
Xiuchuan Lu; Zhi Geng – Language Teaching Research, 2025
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…
Descriptors: Q Methodology, Chinese, Second Language Learning, Second Language Instruction
Xuehua Ding; Yi Liu; Jian-E Peng – Journal of Multilingual and Multicultural Development, 2025
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…
Descriptors: Teacher Burnout, Q Methodology, Language Teachers, English (Second Language)
Hanwei Wu; Ziwen Pan – European Journal of Education, 2025
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…
Descriptors: Q Methodology, Stakeholders, Artificial Intelligence, Technology Uses in Education
Xinran Wu; Karen Forbes – Journal of Language, Identity, and Education, 2025
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…
Descriptors: Multilingualism, Second Language Learning, Second Language Instruction, Chinese
