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…

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…

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…

Intercoder reliability can increase trustworthiness, accuracy, rigor, collaboration, and power sharing in qualitative research. Though not every qualitative design can utilize intercoder reliability, this article highlights how positivist qualitative research, community-based participatory research, and participatory evaluation all strengthen when…

This case study is based on qualitative research carried out with four 4-year-old children attending a kindergarten in Malta. The aim of the study was to first observe children playing without adult intervention to see if, and how, they would engage with mathematical ideas as they played. In the second part of the study, I interacted with the…

This paper explores reflexivity in qualitative research, challenging conventional perspectives that revolve around the binary of 'insider' and 'outsider' positioning. While traditionally reflexivity has been understood through the lens of a researcher's socio-historical positionality, we argue for a more dynamic understanding, emphasizing that…

Engaging in qualitative research can reveal experiences and perceptions that help improve the lives of students with disabilities and those who support them. In this article, we address the critical need for qualitative research in rural special education. Drawing on foundational literature, we highlight the importance of rigor and reflexivity in…

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…

This collaborative autoethnography examines the pivotal roles that identity negotiation and Historically Black Colleges and Universities (HBCUs) play in advancing social justice within the framework of an adult education graduate program. Through detailed narratives from three scholars at an HBCU, this study articulates the nuanced ways in which…

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…