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…

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…

In recent years there has been a notable increase in the use of phenomenology as a research method, particularly in educational research. With the rise of phenomenology as a research method, confusion has also arisen concerning what counts as phenomenology, and how best to practice phenomenological research in non-philosophical contexts.…

Numerous qualitative researchers employ the Deleuzoguattarian construct of "rhizome" in their work. In this paper, we consider the ethical affordances made possible by the rhizome's theoretical features to propose "rhizo-ethics": an approach to ethical discernment in qualitative inquiry which engages with the Deleuzoguattarian…

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…

Uncertainty undermines causal claims; however, the nature of causal claims decides what counts as relevant uncertainty. Empirical robustness is imperative in regularity theories of causality. Regularity theory features strongly in QCA, making its case sensitivity a weakness. Following qualitative comparative analysis (QCA) founder Charles Ragin's…

With the growing availability of large-scale text-based data sets, there is an increasing need for an accessible and systematic way to analyze qualitative texts. This article introduces and details the contextual text coding (CTC) method as a mixed-methods approach to large-scale qualitative data analysis. The method is particularly useful for…

Broadly, this article details the imbrication of a Black feminist qualitative researcher's onto-epistemology and data (meta-) analysis process. I theorize "Black feminist memory work," then apply this method by returning to data I collected for a completed research project and meshing those data with a curated selection of thematically…