Assessing student knowledge based on their writing using traditional qualitative methods is time-consuming. To improve speed and consistency of text analysis, we present our mixed methods development of a machine learning predictive model to analyze student writing. Our approach involves two stages: first an exploratory sequential design, and…

We analysed the full text of all journal articles returned to the education subpanel of the 2021 Research Excellence Framework (REF2021). Using a latent Dirichlet allocation topic model, we identified 35 topics that collectively summarise the journal articles that research units, typically schools of education, selected for submission. We found…

Managing and analysing large qualitative datasets pose a particular challenge for researchers seeking a consistent and rigorous approach to qualitative data analysis. This paper describes and demonstrates the development and adoption of a matrix tool to guide the qualitative data analysis of a large sample (N = 122) of interview data. The paper…

Using a content analysis methodology, we examined 15 peer-reviewed articles published between 2009 and 2019 that used qualitative and mixed methods approaches to explore how college and university students experience food insecurity. Concerningly, there was limited variety in the methods employed across these articles and more discussion of…

Although encompassing a variety of research approaches, qualitative research in music education shares the assumption that reality is socially constructed; it takes this construction to be based on the specific perspective of the individual human; and it considers epistemology and ontology to be different fields of study. The posthuman theory of…

Constructivist grounded theory has earned a place in research worldwide and been applied in diverse fields. However, in educational research of teachers' work in the classroom from the perspective of the teacher, it has had a lesser impact on research methodology. We argue for the benefits to educational research when using a constructivist…

Purpose: This paper illustrates how Guba and Lincoln's parallel criteria for establishing trustworthiness, can be adapted and applied to qualitative research on indigenous social protection systems. It provides insights for social protection researchers, exploring plausible qualitative research rigor evaluation criteria, on plausible alternatives.…

Background: Over the past several decades, scholars have regularly reviewed qualitative research published in the "Journal of Teaching in Physical Education," among other outlets, to understand the developing role of qualitative methods in physical education and sport pedagogy. In this review, the authors present a descriptive and…

This article examines an important and thorny problem in interview research: How to assess whether what people say motivated their actions actually did so? We ask three questions: What specific challenges are at play? How have researchers addressed them? And how should those strategies be evaluated? We argue that such research faces at least five…

Taking a sociological view, we can investigate the empirical consequences of variations in the rhetoric of sociological methodology. The standards advocated in Qualitative Literacy divide communities of qualitative researchers, as they are not explicitly connected to an understanding of social ontology, unlike previous qualitative methodologies;…

Ethnographic and interview research have made significant contributions to cumulative social science and influenced the public conversation around important social issues. However, debates rage over whether the standards of positivistic social science can or should be used to judge the rigor of interpretive methods. I begin this essay by briefly…

In recent years, proponents of configurational comparative methods (CCMs) have advanced various dimensions of robustness as instrumental to model selection. But these robustness considerations have not led to computable robustness measures, and they have typically been applied to the analysis of real-life data with unknown underlying causal…

For decades, important early childhood scholars who critiqued normative ideas about early childhood frameworks, guidelines, and assessments have been silenced in highly ranked child development and early childhood journals. The qualitative methods needed to prioritize the perspectives of marginalized communities (i.e., ethnography, interview and…

Outside of education, many academic disciplines developed and promulgated checklists to evaluate the quality of qualitative studies. This article used an embedded mixed methods approach in three stages: development of a conceptual framework reviewing 62 guidelines; a content analysis of key areas of the guidelines; and review of dissertations to…

Thinking with the stories of a student who won't let me go, this article rereads "Da'uud's" participation in an elementary classroom theatre performance alongside my own resistance to conventional qualitative research methods. It is thus about resisting, restorying, and restoring research. In one thread, I trace stories of Da'uud…