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Yan Jiang; Lillie Ko-Wong; Ivan Valdovinos Gutierrez – Educational Researcher, 2025
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…
Descriptors: Artificial Intelligence, Feasibility Studies, Data Analysis, Interviews
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Jenkins, Nicholas; Monaghan, Karen; Smith, Michael – International Journal of Social Research Methodology, 2023
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…
Descriptors: Computer Software, Transcripts (Written Records), Data Analysis, Qualitative Research
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Shelton, Stephanie Anne; Flint, Maureen A. – Qualitative Research Journal, 2021
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…
Descriptors: Transcripts (Written Records), Qualitative Research, Research Methodology, Researchers
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Oluwafemi, Adeagbo; Xulu, S.; Dlamini, N.; Luthuli, M.; Mhlongo, T.; Herbst, C.; Shahmanesh, M.; Seeley, J. – Field Methods, 2021
Transforming spoken words into written text in qualitative research is a vital step in familiarizing and immersing oneself in the data. We share a three-step approach of how data transcription facilitated an interpretative act of analysis in a study using qualitative data collection methods on the barriers and facilitators of HIV testing and…
Descriptors: Transcripts (Written Records), Data Analysis, Qualitative Research, Data Interpretation
Stephanie Ann Shelton; Maureen A. Flint – Sage Research Methods Cases, 2019
Much of qualitative interview research encourages researcher reflexivity, though there seems some uncertainty of how one actually does reflexive research. We show in this case that reflexivity includes examinations of the researcher in relation to the interviewed "other," and that transcriptions--a common element of interview-based…
Descriptors: Researchers, Transcripts (Written Records), Experimenter Characteristics, Bias
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Mungin, Michael – Journal of Library & Information Services In Distance Learning, 2017
In the five years following implementation of a chat reference service at James Madison University (JMU), the service proved very popular but was not closely assessed for quality of service. Using grounded theory and qualitative data analysis techniques, a comprehensive assessment effort was begun in earnest and is in progress. Preliminary results…
Descriptors: Academic Libraries, Reference Services, Synchronous Communication, Transcripts (Written Records)
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Backlund, Fredrik – International Journal of Educational Management, 2017
Purpose: Many doctoral students never obtain a doctoral degree, and many do not finish their studies in time. To promote aspects of effectiveness and efficiency in doctoral studies, the purpose of this paper is to explore a project perspective, more specifically how doctoral students experience their studies in terms of key dimensions of projects.…
Descriptors: Doctoral Programs, Student Attitudes, Student Experience, Reflection
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Wang, Zhijun; Anderson, Terry; Chen, Li; Barbera, Elena – British Journal of Educational Technology, 2017
Connectivist learning is interaction-centered learning. A framework describing interaction and cognitive engagement in connectivist learning was constructed using logical reasoning techniques. The framework and analysis was designed to help researchers and learning designers understand and adapt the characteristics and principles of interaction in…
Descriptors: Online Courses, Learning Processes, Interaction, Social Media
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Wu, Zhiwei – Language Learning & Technology, 2018
Framed from positioning theory and dynamic systems theory, the paper reports on a naturalistic study involving four Chinese participants and their American peers in an intercultural asynchronous computer-mediated communication (ACMC) activity. Based on the moment-by-moment analysis and triangulation of forum posts, reflective essays, and…
Descriptors: Computer Mediated Communication, Asynchronous Communication, Discourse Analysis, College Students
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Spencer-Cavaliere, Nancy; Kingsley, Bethan C.; Norris, Carmen – International Journal of Disability, Development and Education, 2018
Despite recognition that social inclusion is a primary goal within the field of human services, people with disabilities continue to live lives of clienthood, marginalisation, and exclusion and human services staff struggle to make social inclusion a priority. The purpose of this study was to explore the perspectives of human services staff about…
Descriptors: Human Services, Social Change, Caseworkers, Qualitative Research
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Weinbaum, Rebecca K.; Onwuegbuzie, Anthony J. – Journal of Educational Issues, 2016
In most qualitative research studies involving the creation of interview transcriptions, researchers seldom demonstrate much reflexivity about the transcription process, rarely making mention of transcription processes as part of their reporting of data collection and analysis procedures beyond a simple statement that audio- or videotaped data…
Descriptors: Data Collection, Data Analysis, Qualitative Research, Transcripts (Written Records)
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Khlaif, Zuheir; Nadiruzzaman, Hamid; Kwon, Kyungbin – Journal of Educational Issues, 2017
The purpose of this paper is to identify the types of students' interaction, as well as their discussion patterns in an online course. The study took place in a large Midwestern University and 17 graduate students participated in the study. The primary data was obtained from students' discussion forum postings. The researchers used both…
Descriptors: Case Studies, Interaction, Computer Mediated Communication, Online Courses
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Tague, Jenna; Joseph, Manjula Peter; Zhang, Pingping – North American Chapter of the International Group for the Psychology of Mathematics Education, 2017
The focus of the current proposal is to examine the effect of two dynamic simulations on the participants' conceptions of rate of change. Conceptions of rate of change were measured according to Carlson et al.'s (2002) Mental Actions framework and how the participants related the physical simulations to the graphical representations (Heid, et al.,…
Descriptors: Simulation, Mental Computation, Algebra, Mathematical Logic
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Golonka, Ewa M.; Tare, Medha; Bonilla, Carrie – Language Learning & Technology, 2017
Prior research has shown that intermediate-level adult learners of Russian who worked interactively with partners using text chat improved their vocabulary and oral production skills more than students who worked independently (Tare et al., 2014). Drawing on the dataset from Tare et al. (2014), the current study follows up to explore the nature of…
Descriptors: Computer Mediated Communication, Peer Relationship, Instructional Design, Synchronous Communication
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Zimmerman, Heather Toomey; Weible, Jennifer L. – International Journal of Science Education, 2018
This collective case study investigates the role of digital photography to support high school students' engagement in science inquiry practices during a three-week environmental sciences unit. The study's theoretical framework brings together research from digital photography, participation in environmental science practices, and epistemic…
Descriptors: Environmental Education, Photography, Water, Natural Resources
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