In this essay, we explored the feasibility of utilizing artificial intelligence (AI) for qualitative data analysis in equity-focused research. Specifically, we compare thematic analyses of interview transcripts conducted by human coders with those performed by GPT-3 using a zero-shot chain-of-thought prompting strategy. Our results suggest that…

Interaction is a much-claimed attribute of focus group research yet is often deficient in analysis when its essence can become lost. In this paper we aim to develop a flexible framework that can be operationalized and replicated when attempting to encourage and capture interaction. Working as outsider researchers with John Lewis & Partners…

This article analyses approaches to listening when creating theatre using the words of real people via a recent tribunal play by Richard Norton-Taylor and Nicolas Kent, "Value Engineering: Scenes from the Grenfell Inquiry" (2021). The article considers the play in relation to transitional justice practices to reveal how listening…

Predominant patterns of classroom interaction are notoriously difficult to change. This article examines teachers' use of transcription and transcripts as methods for enabling changes to classroom interaction practices over the course of action research projects in primary school classrooms. We employ thematic analysis of interviews with 12…

Coding think-aloud transcripts is time-consuming and labor-intensive. In this study, we examined the feasibility of predicting students' reasoning activities based on their think-aloud transcripts by leveraging the affordances of text mining and machine learning techniques. We collected the think-aloud data of 34 medical students as they diagnosed…

The purpose of this study is to conceptually explore and investigate the attributes of varying monologic discourses in the classroom, in order to develop a more nuanced understanding of monologicality. Data for this study comprised transcripts of lessons conducted by a teacher from a larger national study on Year 7 classroom practices. Constant…

As a music reference librarian at the Library of Congress, Cait Miller gets obscure songs questions that pose greater issues for music librarians because music libraries are generally searchable by format, genre, instrumentation, composer, and/or title but not often by lyrical quotation. New crowdsourcing transcription programs, however, give hope…

Background: It is important to capture a comprehensive language profile from speakers with aphasia. One way to do this is to evaluate spoken discourse, which is language beyond a single simple clause used for a specific purpose. While the historical trend in aphasiology has been to capture performance during isolated language tasks, such as…

Transcription is an integral part of much qualitative data analysis, yet rarely has it received close attention in debates over the use (or non-use) of "computer assisted qualitative data analysis software" (CAQDAS). This article draws upon a mixed-methods study that involved transcribing conversational interviews with carers, third…

This paper is a report on the project Civil Science in the Field of Glagolitics: from crowdsourcing to knowledge and it describes its first phase. The project is being conducted by the scientific Centre for Research in Glagolitism of the University of Zadar, Croatia, from 2021 to 2022. The researchers come from the Centre, as well as from the…

In the context of this paper, and higher education institutional practice, a "hold" is defined as a means an institution may employ to prevent a student from completing an action, such as registering for a class or accessing an official transcript. Holds are most often used as an attempt to motivate a student to take an action sought by…

Previous methodological discussions in TESOL Quarterly (TQ) discuss imperatives for transparent and reflexive research practices and reporting (Derrick, 2016; Rabbidge, 2017). This article follows these methodological discussions by considering issues in second language (L2) and multilingual transcription by inspecting transcription and analyzing…

Purpose: Transcription is an integral component to qualitative research, and as such, the ways that researchers discuss transcription in the literature matter. Scholarly discussions on the "how" and "why" of transcription not only shape discourse within interview data-based fields; they inform the ways that researchers…

Purpose: A major barrier to the wider use of language sample analysis (LSA) is the fact that transcription is very time intensive. Methods that can reduce the required time and effort could help in promoting the use of LSA for clinical practice and research. Method: This article describes an automated pipeline, called Batchalign, that takes raw…

With the introduction of new standards for electronic records and transcripts and other changes within higher education, a perfect storm is forming that challenges the 30 years of electronic data exchange (EDX) work. This article outlines the threat to the work and uses recent data to explore the landscape around the past, present, and future. In…