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Frydenlund, Jonas Højgaard – Scandinavian Journal of Educational Research, 2023
In this ethnographic study, I present a single school's practice of registering and analysing absence from school. I show that teachers use various "dirty," interpretational contexts for understanding absence and make it classifiable in "clean" attendance categories -- a move that decontextualises the meaning of absence. When…
Descriptors: Ethnography, Attendance, Truancy, Classification
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Remiro-Azócar, Antonio; Heath, Anna; Baio, Gianluca – Research Synthesis Methods, 2023
We examine four important considerations in the development of covariate adjustment methodologies for indirect treatment comparisons. First, we consider potential advantages of weighting versus outcome modeling, placing focus on bias-robustness. Second, we outline why model-based extrapolation may be required and useful, in the specific context of…
Descriptors: Medical Research, Outcomes of Treatment, Comparative Analysis, Barriers
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Hassna, Ghazwan – Perspectives: Policy and Practice in Higher Education, 2023
Given their potential, "Big Data and Analytics" can help institutions of higher education to thoroughly examine newly emerging challenges, explore and identify new ways to address them, and predict future outcomes for growth. Considering how new "Big Data and Analytics" are, existing knowledge about the potential value to…
Descriptors: Higher Education, Models, Marketing, Academic Advising
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Darcy, David P.; Satpathy, Asish – Journal of Information Systems Education, 2023
We report on the design and development of an introductory analytics course delivered to almost 10,000 undergraduate business students to date. One novel aspect of the course is its orientation to add analytics capabilities to a business student's toolbox, resulting in significant design and implementation implications. We anchored the course on…
Descriptors: Blended Learning, Introductory Courses, Data Analysis, Undergraduate Students
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Kathryn L. Kapp; Renã A. S. Robinson; Susan Verberne-Sutton; Kaitlyn E. Stepler – Journal of Chemical Education, 2023
Proteomics, or the study of the set of proteins in an organism, tissue, or cell, is a rapidly growing field within bioanalytical chemistry that can be used to investigate many biological questions. However, proteomics is not fully integrated into the undergraduate chemistry curriculum because of a lack of access to expertise, the cost of required…
Descriptors: Undergraduate Study, Science Education, Biochemistry, Measurement Equipment
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Endler Marcel Borges – Journal of Chemical Education, 2023
In this activity, students observe chemical and physical properties of elements using an online periodic table, where these properties were shown numerically and by colors. Then the elements were divided into metals, nonmetals, and metalloids, and their periodic properties were visualized using statistical concepts such as normality, kurtosis,…
Descriptors: Data Analysis, Visual Aids, Chemistry, Science Activities
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Duran, Antonio; Okello, Wilson Kwamogi; Pérez, David, II – International Journal of Qualitative Studies in Education (QSE), 2023
Using Jackson and Mazzei's thinking with theory, this paper centers the stories of three researchers who practiced critical self-reflection while engaging in secondary analysis of data from The Pedagogy of Student Success Project, a study intended to learn about graduate students' evolving conceptualizations of student success. In particular, the…
Descriptors: Graduate Students, Educational Theories, Academic Achievement, Data Analysis
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Luse, Andy; Shadbad, Forough Nasirpouri – Journal of Information Systems Education, 2023
The demand for qualified analytics professionals remains high with forecasts showing a continued need over the next few years. While this demand necessitates instruction in analytics in the classroom, many students find analytics concepts to be complicated and boring. This teaching brief describes a novel approach to teaching analytics through…
Descriptors: Computer Science Education, Information Security, Learning Activities, Learner Engagement
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Anna Khalemsky; Roy Gelbard; Yelena Stukalin – Journal of Statistics and Data Science Education, 2025
Classification, a fundamental data analytics task, has widespread applications across various academic disciplines, such as marketing, finance, sociology, psychology, education, and public health. Its versatility enables researchers to explore diverse research questions and extract valuable insights from data. Therefore, it is crucial to extend…
Descriptors: Classification, Undergraduate Students, Undergraduate Study, Data Science
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Junming Guo; Chuanbin Liu; Han Zhang; Dan Wang; Jintao Lu – Evaluation Review, 2025
Performance management in university-based scientific research institutions is essential for driving reform, advancing education quality, and fostering innovation. However, current performance evaluation models often focus solely on research indicators, neglecting the critical interdependence between the education and research systems. This…
Descriptors: Performance Based Assessment, Institutional Evaluation, Research Universities, Scientific Research
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Seth Elkin-Frankston; James McIntyre; Tad T. Brunyé; Aaron L. Gardony; Clifford L. Hancock; Meghan P. O'Donovan; Victoria G. Bode; Eric L. Miller – Cognitive Research: Principles and Implications, 2025
Existing toolkits for analyzing movement dynamics in animal ecology primarily focus on individual or group behavior in habitats without predefined boundaries, while methods for studying human activity often cater to bounded environments, such as team sports played on defined fields. This leaves a gap in tools for modeling and analyzing human group…
Descriptors: Group Dynamics, Military Personnel, Measures (Individuals), Computer Software
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Mark W. Isken – INFORMS Transactions on Education, 2025
A staple of many spreadsheet-based management science courses is the use of Excel for activities such as model building, sensitivity analysis, goal seeking, and Monte-Carlo simulation. What might those things look like if carried out using Python? We describe a teaching module in which Python is used to do typical Excel-based modeling and…
Descriptors: Spreadsheets, Models, Programming Languages, Monte Carlo Methods
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Marah Sutherland; Cayla Lussier; Gena Nelson; Marissa Pilger Suhr; Janice Fong; Jessica Turtura; Ben Clarke – Exceptional Children, 2024
The purpose of this quantitative systematic literature review was to identify and describe published mathematics studies from 1980 to 2021 that incorporated a self-monitoring component (k = 22 studies; N = 1,787 students). We examined specific self-monitoring procedures, instructional contexts, implementation variables, and methodological quality.…
Descriptors: Self Management, Mathematics Instruction, Intervention, Elementary Secondary Education
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Yixun Xing – Teaching Statistics: An International Journal for Teachers, 2024
Generative artificial intelligence (AI) has shown the potential to reshape the world and redefine daily workflows. One specific instance of generative AI, ChatGPT, specializes in understanding natural language and generating human-like conversational text. Its free access, user-friendly interface, and instant feedback have propelled its popularity…
Descriptors: Artificial Intelligence, Synchronous Communication, Statistics, Data Analysis
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Eunice Sookyung Han; Emma Garcia – American Journal of Education, 2024
Purpose: The unanticipated changes in state legislation in Idaho, Indiana, Michigan, Tennessee, and Wisconsin in 2011-12 significantly restricted or entirely prohibited the collective bargaining rights of teachers. Considering these institutional changes as a natural experiment, we examine the causal impact of weakening teacher unionization on…
Descriptors: Collective Bargaining, Teacher Rights, State Legislation, Workers Compensation
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