Over the past decade, social scientists have adapted computational methods for qualitative text analysis, with the hope that they can match the accuracy and reliability of hand coding. The emergence of GPT and open-source generative large language models (LLMs) has transformed this process by shifting from programming to engaging with models using…

Understanding the details of how scientific breakthroughs and discoveries emerge from prior work, knowledge, and collaboration is fundamental to science history. Traditional methods of collecting such relevant information and transforming it into rich narratives have existed since the inception of the scientific method. These typically involve…

This article explores the use of the circle as a shape metaphor in qualitative and education research and particularly in research designs. Circles dominate the shape metaphors found in the literature and the paper argues that this is because circles have key features that align well with designing and conducting qualitative research. Circles…

This study utilizes quantitative content analysis (QCA) and deductive qualitative approach (DQA) grounded in Ruiz's orientations of language planning to understand the landscape of bilingual educational research. This QCA included targeted counts from bilingual journal articles (n = 102) covering methodology, participants, region, and bilingual…

This paper reports on a qualitative replication study investigating the impact of the novelty effect on findings from interventions about the assessment of mathematics at university. The replication study used the same data collection tools of a previous study on oral assessment of mathematics, but data were collected in a context where oral…

This study explores the integration of generative artificial intelligence (AI) into qualitative research within a higher education context. Through a collaborative self-study, a doctoral candidate and their dissertation supervisor examined the application of Google's Gemini 1.5 to analyze interview data from a dissertation of practice (DiP)…

Philosophy for Children is a pedagogical approach practised worldwide. Although well known for its contribution to democratic teaching and learning its contribution to critical research is relatively unknown. In this paper we present the use of a Community of Enquiry (CoE), as conceptualised in Philosophy for Children, as a qualitative research…