Ethnograms are used to visualize data gathered from students' and teachers' talk in the classrooms of a secondary school in the UK. A sample of "talk data" is portrayed in three example ethnograms. The ethnograms transform non-visual data into the visual domain for the purpose of analysis using visualization and abstraction. Using…

Although various academic disciplines use data papers to support effective research practices, data papers are still uncommon in the educational sciences. Main goals of data papers are enhancing transparency regarding research processes and supporting data sharing among researchers and thus, open science. As many educational research projects…

Diary methods have long been used as pedagogic tools in learning, and as part of reflective practice in teacher education, but less often as data collection instruments in educational research. This is in part due to implementation challenges emerging from the time and literacy demands they place on participants. To illustrate the use of diary…

Language learner attitudes about technology have traditionally been studied using survey data, but those surveys have primarily been based on disparate constructs and conceptualizations of learner attitudes. The lack of a common measure, or one that reflects other levels and contexts of learning, has limited the investigation about language…

I propose that the grounded types analytical method (GTAM) is a systematic and useful means of typology construction for qualitative studies. GTAM arose within European social sciences in response to a need to schematize qualitative typology and to explicate qualitative types more precisely. GTAM is applicable to a variety of qualitative…

The paper is a reflective narrative of engaging two school students aged 13-16 as advisors in participatory research in Bangladesh during the COVID-19 crisis. It outlines different ways to facilitate the active engagement of children and young people and include their voices in research. The authors also discuss the benefits and methodological and…

In our age of big data and growing computational power, versatility in data analysis is important. This study presents a flexible way to combine statistics and machine learning for data analysis of a large-scale educational survey. The authors used statistical and machine learning methods to explore German students' attitudes towards information…

The purpose of this article is to explore the pitfalls and benefits experienced whilst implementing elements of a co-research approach with teachers during a three-year research project which sought to explore perceptions of informal learning in secondary music education. The co-research methodological approach was adopted due to (a) the perceived…

This article presents a reflection on what the qualitative interview method conducted with students can provide to (mathematics) education research in terms of in-depth knowledge and what critical methodological points should be taken into consideration. Repeated interviews with the same students in relation to research quality is considered. The…

Participatory based methodologies, like the funds of identity approach, often employ arts-based methods and graphic elicitation as a complement to the traditional autobiographical interview. The funds of identity approach addresses deficit discourses that position disadvantaged learners as problematic by encouraging teachers to construct…

This article provides analysis of and commentary on the Indigenous roots of oral history. Drawing from our experience with our institutional review board determining that our work was not research, we review literature to engage in a (re)vision of oral history research while asserting the legitimacy of our research process. From this, we argue…

Colour-blind discourse represents dominant American racial ideologies surrounding principles of equal opportunity and assumptions that racism and systemic racial inequities are things of the past, 'naturally occurring' issues, or problems relegated to individual choices and behaviours. Qualitative researchers who seek to disrupt the legitimation…

This is an inquiry into my experience as a doctoral researcher undertaking an action research/narrative inquiry project investigating the emotion experienced in teacher practice. From the outset, I recognized my position as an active participant of the research -- a protagonist, a story-teller, a listener, a re-teller -- and facilitator. This…

In this paper, we approach modelling mathematics dispositions from a different methodological perspective in order to shed more light into the complex interplay between teaching practices and students' learning outcomes. We draw on survey data from around 5000 students from Year 7-11 (age 11-16) from 40 Secondary schools in England. Our…

This paper argues that an Arts-Based Research (ABR) methodology, drawing on the Ethnofiction work of filmmaker Jean Rouch, can facilitate new ways of researching mathematics, science and education more generally by: (i) making past learning experiences more accessible and (ii) considering the affective engagement of the audience as interrogator of…