Underlying thematic analysis are a few fundamental human cognitive processes, such as categorizing, prototyping and metaphorical mapping. By unpacking these basic processes of human cognition, this paper hopes to provide a cognitive basis for thematic analysis as a foundational method in data analysis for qualitative research. In particular, it…

Suppose "X" and "Y" are binary exposure and outcome variables, and we have full knowledge of the distribution of "Y," given application of "X." We are interested in assessing whether an outcome in some case is due to the exposure. This "probability of causation" is of interest in comparative…

Qualitative secondary analysis has generated heated debate regarding the epistemology of qualitative research. We argue that shifting to an abductive approach provides a fruitful avenue for qualitative secondary analysts who are oriented towards theory-building. However, the concrete implementation of abduction remains underdeveloped--especially…

Purpose: The purpose of this article is to introduce qualitative research in literacy that has been significant in educators understanding difference in young people's literacy learning. Design/methodology/approach: The approach has been to select influential investigations that have impacted over time and to summarise the insights provided.…

Few practical guidelines exist for conducting generic qualitative research (GQR) with rigor and intentional purpose. This article offers varied purposes of GQR (practicality and creating change, flexible blending of methods, and innovation) and pragmatic guidance for counselor educators and doctoral students conceptualizing, designing, and…

The debate about the characteristics and advantages of quantitative and qualitative methods is decades old. In their seminal monograph, "A Tale of Two Cultures" (2012, ATTC), Gary Goertz and James Mahoney argue that methods and research design practices for causal inference can be distinguished as two cultures that systematically differ…

Purpose: Poetic inquiry is an approach that promotes alternate perspectives about what research means and speaks to more diverse audiences than traditional forms of research. Across academia, there is increasing attention to decolonising research. This reflects a shift towards research methods that recognise, acknowledge and appreciate diverse…

Predatory journals are a blemish on scholarly publishing and academia and the studies published within them are more likely to contain data that is false. The inclusion of studies from predatory journals in evidence syntheses is potentially problematic due to this propensity for false data to be included. To date, there has been little exploration…

In the wake of the methodological developments that aim to render qualitative comparative analysis (QCA) "time sensitive", I propose a new procedure for carrying out QCA longitudinally. More specifically, I show first why longitudinal case disaggregation should be carried out with change-based intervals (CBIs) rather than with fixed…

In 2007, Kim Dooley advanced a conceptual framework for qualitative work within agricultural education. To date, little has examined JAE's adherence to this call or promoted opportunity to further develop qualitative research within AAAE. In answer to Dooley's call, we specifically explored the key tenets of phenomenology, JAE's published work…

Purpose: The purpose of this paper is to support potential users of thematic analysis (as outlined by Virginia Braun and Victoria Clarke). Researchers with the intention of applying thematic analysis are advised to consider the theoretical framework of their work and how differing ontological and epistemological standpoints influences their…

In this essay, we explored the feasibility of utilizing artificial intelligence (AI) for qualitative data analysis in equity-focused research. Specifically, we compare thematic analyses of interview transcripts conducted by human coders with those performed by GPT-3 using a zero-shot chain-of-thought prompting strategy. Our results suggest that…

Transparency is once again a central issue of debate across types of qualitative research. Work on how to conduct qualitative data analysis, on the other hand, walks us through the step-by-step process on how to code and understand the data we've collected. Although there are a few exceptions, less focus is on transparency regarding…

Courses: Communication Research Methods, Qualitative Research Methods. Communication Research Methods, Qualitative Research Methods. Objectives: This activity provides students with an experiential understanding of conducting reflexive thematic analysis in six steps: (1) understanding the data, (2) generating codes, (3) bringing codes into themes,…

Qualitative thematic analysis is a commonly used and widely applicable form of qualitative analysis, though it can be challenging to implement. Due to its use across research questions, qualitative traditions, and fields, thematic analysis is also prevalent in mixed methods studies. Despite its widespread use, the term "thematic…