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…

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…

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…

Ways of knowing in social sciences and educational research are sculpted by normative knowing of ways that are rooted in prescriptive histories of positivist and qualitative traditions. In this paper, by subscribing to what St. Pierre and Lather initiated as the "postqualitative movement", we turn from tradition to re-search research…

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…

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…

Purpose: Phenomenology has a long tradition as a qualitative research method in the social and health sciences. The application of phenomenological methods to understand lived experiences and subjectivities offers researchers a rich tapestry of methodological approaches, often however, the availability of these methods to researchers is tempered…

The aim of this article is to call for qualitative researchers in education and other human sciences to grapple with recent developments in trauma studies and engage in reconceptualizing their research practices so that they pay attention to the catastrophic effects of colonialism on individuals and communities. Joining other critics who have…

The recent shift in social science research toward philosophies of the more-than-human has pushed many scholars to question their understanding of units of analysis and agency. While many engage with agencies of the material, few have attempted to address what might be called the agency of ideas. Here, Alexander Pratt argues that engaging with the…

This article serves as an overview of qualitative inquiry for leadership development practitioner-scholars both new and experienced. It begins with a discussion of the need for the qualitative inquiry to create knowledge about leadership development. Then, it overviews design components and includes examples of both research and assessment. We…

Postqualitative inquiry (PQI) compels us to think about educational studies in a different way. It requires ways of doing beyond regularised structures of humanist epistemology, ontology, and methodology. This article endeavours to describe my introduction to posthumansism and unplanned discovering of postqualitative inquiry through learning by…

The robustness of qualitative comparative analysis (QCA) results features high on the agenda of methodologists and practitioners. This article aims at advancing this debate on several fronts. First, in line with the extant literature, we take a comprehensive view on robustness arguing that decisions on calibration, consistency, and frequency…

The purpose of this essay is to discuss the impact of the EdD experience on one teacher's understanding of data and research. From a first-person narrative, the author shares how learning to collect and analyze qualitative data has the potential to change the way teachers can engage with "data-driven decision making" in a high school…

In this article, we provide an interdisciplinary overview of reflexive practice within qualitative research and discuss dominant views on reflexivity within qualitative counseling literature. We propose a new way to frame the reflexive process called "radical reflexivity." Finally, we offer examples from our research experience and…