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Mona Hosseini; Åsta Haukås – Journal of Academic Ethics, 2025
Participant rights and voices are protected through institutional ethical considerations in the social sciences and applied linguistics. Yet, several ethical concerns remain. In addition to adhering to institutional "macroethics," researchers should develop "microethics" to address contextual issues within their research. The…
Descriptors: Ethics, Data Collection, Data Analysis, Interviews
Secil Caskurlu; Yasin Yalçin; Jaesung Hur; Hui Shi; James D. Klein – TechTrends: Linking Research and Practice to Improve Learning, 2025
This exploratory qualitative study examined how instructional designers use data to make decisions during the instructional design process. Participants included full-time instructional designers (n = 9) who were involved in one or more phases of the ADDIE (Analysis, Design, Development, Implementation, Evaluation) across different job sectors,…
Descriptors: Data Use, Instructional Design, Decision Making, Data Collection
Freddy Juarez; Jarred Pernier; Brittany Devies – New Directions for Student Leadership, 2025
The organizational change framework is a tool for understanding and facilitating organizational change and success, grounded in the principles of design thinking and the foundational leadership and organizational wellness (FLOW) model. This article dives into the components of the organizational change framework--collect the information, connect…
Descriptors: Organizational Change, Models, Data Collection, Program Implementation
Sohaib Ahmad; Javid Shabbir – Measurement: Interdisciplinary Research and Perspectives, 2025
This study aims to suggest a generalized class of estimators for population proportion under simple random sampling, which uses auxiliary attributes. The bias and MSEs are considered derived to the first degree approximation. The validity of the suggested and existing estimators is assessed via an empirical investigation. The performance of…
Descriptors: Computation, Sampling, Data Collection, Data Analysis
Jennifer Sizer – Sage Research Methods Cases, 2025
This case study is based on original research adopting a textographic research approach. Textography combines both textual analysis and ethnography to investigate the texts, context, and practices of a specific discourse community. Textography can include ethnographic methods including but not limited to observations, documentary evidence, and/or…
Descriptors: Mixed Methods Research, Ethnography, Discourse Communities, Ethics
Robyn Mary Whittaker; Kathryn Susan Kure – Journal of Professional Capital and Community, 2025
Purpose: This study explored how the SchoolWeavers Tool could enhance South Africa's Whole-School Evaluation process and support South African school leaders in creating school learning ecosystems that facilitate learner success, offering a diagnostic assessment tool enabling educational leaders to assess school culture from multiple perspectives.…
Descriptors: Foreign Countries, Institutional Evaluation, Data Collection, Ecology
Stella Y. Kim; Sungyeun Kim – Educational Measurement: Issues and Practice, 2025
This study presents several multivariate Generalizability theory designs for analyzing automatic item-generated (AIG) based test forms. The study used real data to illustrate the analysis procedure and discuss practical considerations. We collected the data from two groups of students, each group receiving a different form generated by AIG. A…
Descriptors: Generalizability Theory, Automation, Test Items, Students
Zack J. Damon; Michael E. Ellis – Sport Management Education Journal, 2025
Sport analytics remains a growing area in the sport industry. As such, the demand for skills and knowledge in this area has grown. This demand includes off-field data, such as marketing trends, as well as financial data related to sport organizations. There has been a trickle-down effect in sport management (and other) education programs to teach…
Descriptors: Athletics, Data Collection, Data Analysis, Coding
John J. Cheslock – Research in Higher Education, 2025
The IPEDS Finance survey is a key resource for academic research, policy analysis, and efforts to improve transparency and accountability. However, the data from the survey can be difficult to use properly. This research note addresses a specific challenge: how to incorporate the $16 billion in revenues and expenditures reported annually within…
Descriptors: Institutional Characteristics, Postsecondary Education, Data Collection, Educational Finance
Kankana Mukhopadhyay; Siok Kuan Tambyah; Fong Kai Jun – Sage Research Methods Cases, 2025
In this case study, we discuss the affordances of using vignettes in a survey to capture the perceptions of the actual experiences from diverse participants in short-term overseas experiential learning trips, even after a significant time lag. The evidence is drawn from an ongoing research study examining the impact of these trips on various…
Descriptors: Experiential Learning, Field Trips, Data Collection, College Students
Lizet Van Ewijk; Katerina Hilari; Analisa Pais; Anna Volkmer – International Journal of Language & Communication Disorders, 2025
Background: Content validity is a key measurement property that should be considered when selecting or reviewing a patient-reported outcome measure (PROM). In the field of communication disorders, there are several PROMs available, most of which are disease specific. It is unknown what the quality of the content validity of these PROMs is. Aims:…
Descriptors: Communication Disorders, Patients, Outcome Measures, Adults
Danielle R. Scharen; Erin McInerney; Lindsey H. Sachs; Meredith L. Hayes; P. Sean Smith – Mathematics Teacher: Learning and Teaching PK-12, 2025
School-based citizen science (SBCS) provides opportunities for teachers to purposefully integrate mathematics and science content and practices throughout the year. With SBCS projects, students have countless opportunities to apply their mathematics skills within the context of science data collection and sense making. This article details how a…
Descriptors: Citizenship, Science Education, Mathematics Skills, Grade 5
Aline Muff; Aviv Cohen; Tanya Hoshovsky – Review of Educational Research, 2025
A growing amount of educational research employs participatory methods in which young people actively gather and analyze data in collaboration with the investigators. Considering the diverse use of the label "participatory," we examined participatory studies with young people to understand how researchers justify using this approach and…
Descriptors: Participatory Research, Educational Research, Youth, Action Research
Olivia F. McRae; Reyne Pullen; Alice Motion – International Journal of Science Education, Part B: Communication and Public Engagement, 2025
Carefully designed evaluations of informal science events are key to gaining insights into their efficacy and impact on audiences. However, traditional approaches to evaluation, such as interviews and questionnaires, can be disruptive to the audience experience of science events. There is therefore a need to develop and implement new evaluation…
Descriptors: Informal Education, Science Education, Evaluation Methods, Data Collection
Liyanachchi Mahesha Harshani De Silva; María Jesús Rodríguez-Triana; Irene-Angelica Chounta; Gerti Pishtari – Journal of Computing in Higher Education, 2025
With technological advances, institutional stakeholders are considering evidence-based developments such as Curriculum Analytics (CA) to reflect on curriculum and its impact on student learning, dropouts, program quality, and overall educational effectiveness. However, little is known about the CA state of the art in Higher Education Institutions…
Descriptors: Learning Analytics, Curriculum Evaluation, Higher Education, Stakeholders

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