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Victoria Reyes; Elizabeth Bogumil; Levin Elias Welch – Sociological Methods & Research, 2024
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…
Descriptors: Qualitative Research, Data Analysis, Guides, Databases
Cheung, Kason Ka Ching; Tai, Kevin W. H. – Research in Science & Technological Education, 2023
Background: Intercoder reliability is a statistic commonly reported by researchers to demonstrate the rigour of coding procedures during data analysis. Its importance is debatable in the analysis of qualitative interview data. It raises a question on whether researchers should identify the same codes and themes in a transcript or they should…
Descriptors: Interrater Reliability, Data Analysis, Interviews, Research Methodology
Xiner Liu; Andres Felipe Zambrano; Ryan S. Baker; Amanda Barany; Jaclyn Ocumpaugh; Jiayi Zhang; Maciej Pankiewicz; Nidhi Nasiar; Zhanlan Wei – Journal of Learning Analytics, 2025
This study explores the potential of the large language model GPT-4 as an automated tool for qualitative data analysis by educational researchers, exploring which techniques are most successful for different types of constructs. Specifically, we assess three different prompt engineering strategies -- Zero-shot, Few-shot, and Fewshot with…
Descriptors: Coding, Artificial Intelligence, Automation, Data Analysis
Cascio, M. Ariel; Lee, Eunlye; Vaudrin, Nicole; Freedman, Darcy A. – Field Methods, 2019
In this article, we discuss methodological opportunities related to using a team-based approach for iterative-inductive analysis of qualitative data involving detailed open coding of semistructured interviews and focus groups. Iterative-inductive methods generate rich thematic analyses useful in sociology, anthropology, public health, and many…
Descriptors: Coding, Teamwork, Interrater Reliability, Data Analysis
Haegele, Justin; Zhu, Xihe; Davis, Summer – International Journal of Inclusive Education, 2018
The purpose of this study was to explore the barriers and facilitators to participation in physical education (PE) for students with disabilities (SWD) from the perspectives of in-service physical educators. A convenience sample of 168 physical educators (72% female, 94% Caucasian) from the United States completed a short questionnaire. After data…
Descriptors: Inclusion, Barriers, Disabilities, Physical Education
Zimmerman, Kathleen N.; Ledford, Jennifer R. – Journal of Early Intervention, 2017
Social narratives (e.g., Social Stories™) are common antecedent-based interventions promoted for the purposes of improving prosocial behaviors and reducing challenging behavior for children with and without disabilities. Although they are commonly prescribed and used, their effectiveness has almost exclusively been assessed for children with…
Descriptors: Autism, Pervasive Developmental Disorders, Personal Narratives, Intervention
Martin, Florence; Ahlgrim-Delzell, Lynn; Budhrani, Kiran – American Journal of Distance Education, 2017
Systematic reviews of literature are studies that strategically search for published research on a specific topic in order to synthesize what is known about the topic. This systematic review describes 157 articles on synchronous online learning (SOL) from thirty-four different countries on instructional setting, content areas, participant…
Descriptors: Literature Reviews, Educational Research, Synchronous Communication, Electronic Learning
Wavering, Michael; Mangione, Katherine; McBride, Craig – Online Submission, 2013
A dissertation study looking at preservice teachers' alternative conceptions in earth science was completed by one of the authors. The data used for this study from the dissertation were a series of eleven interviews. (Purpose) The authors of this manuscript wanted to provide more in-depth analysis of these interviews, specifically to provide a…
Descriptors: Logical Thinking, Reliability, Coding, Data Analysis
Deygers, Bart; Van Gorp, Koen – Language Testing, 2015
Considering scoring validity as encompassing both reliable rating scale use and valid descriptor interpretation, this study reports on the validation of a CEFR-based scale that was co-constructed and used by novice raters. The research questions this paper wishes to answer are (a) whether it is possible to construct a CEFR-based rating scale with…
Descriptors: Rating Scales, Scoring, Validity, Interrater Reliability
Tertoolen, Anja; Geldens, Jeannette; van Oers, Bert; Popeijus, Herman – International Journal of Educational Psychology, 2015
Listening to young children's voices is an issue with increasing relevance for many researchers in the field of early childhood research. At the same time, teachers and researchers are faced with challenges to provide children with possibilities to express their notions, and to find ways of comprehending children's voices. In our research we aim…
Descriptors: Foreign Countries, Program Evaluation, Coding, Educational Research
McGaughy, Charis; Hopper-Moore, Greg; Fukuda, Erin; Phillips, Rachel; Rooseboom, Jennifer; Chadwick, Kristine – Educational Policy Improvement Center, 2016
"Understanding Entry-Level Courses in American Institutions of Higher Education" outlines a study conducted by Educational Policy Improvement Center (EPIC) that empirically identifies the characteristics of work at the college- and career-readiness level in English/language arts, science, and social sciences courses. Using a previously…
Descriptors: Introductory Courses, Higher Education, College Readiness, Career Readiness
Battistone, William A., Jr. – ProQuest LLC, 2017
Problem: There is an existing cycle of questionable grading practices at the K-12 level. As a result, districts continue to search for innovative methods of evaluating and reporting student progress. One result of this effort has been the adoption of a standards-based grading approach. Research concerning standards-based grading implementation has…
Descriptors: Phenomenology, Beginning Teachers, Teaching Experience, Elementary School Teachers
Bruce, Susan M.; Zatta, Mary C.; Gavin, Mary; Stelzer, Sharon – Journal of Visual Impairment & Blindness, 2016
Introduction: Deafblindness limits access to social cues and social feedback, thus restricting the development of social skills. Many children with CHARGE syndrome, a leading cause of deafblindness, experience challenges with emotional self-regulation and anxiety that may interfere with socialization. Learning about self-determination skills such…
Descriptors: Socialization, Self Determination, Deaf Blind, Interpersonal Competence
Laditka, Sarah B.; Corwin, Sara J.; Laditka, James N.; Liu, Rui; Friedman, Daniela B.; Mathews, Anna E.; Wilcox, Sara – Gerontologist, 2009
Purpose of the study: To describe processes used in the Healthy Brain project to manage data collection, coding, and data distribution in a large qualitative project, conducted by researchers at 9 universities in 9 states. Design and Methods: Project management protocols included: (a) managing audiotapes and surveys to ensure data confidentiality,…
Descriptors: Qualitative Research, Focus Groups, Interrater Reliability, Confidentiality
Oriogun, Peter K. – American Journal of Distance Education, 2009
In this article, the community of inquiry cognitive presence model was mapped to a recently developed semistructured approach to online discourse called SQUAD to detect aspects of critical or higher-order thinking online by cleaning online message transcript through the use of code-recode. It is argued that using code-recode in the way suggested…
Descriptors: Interrater Reliability, Thinking Skills, Transcripts (Written Records), Coding