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Zakharova, Irina; Jarke, Juliane – Learning, Media and Technology, 2022
Schools, teaching, and learning environments have long been understood and idealised as places of care. Within feminist studies and Science and Technology Studies (STS), scholars have proposed a shift to include non-humans in what we propose to conceive as care arrangements. Drawing on Tronto's feminist ethics of care [1993. "Moral…
Descriptors: Educational Technology, Caring, Foreign Countries, Information Systems
Penaloza, Roberto V.; Berends, Mark – Sociological Methods & Research, 2022
To measure "treatment" effects, social science researchers typically rely on nonexperimental data. In education, school and teacher effects on students are often measured through value-added models (VAMs) that are not fully understood. We propose a framework that relates to the education production function in its most flexible form and…
Descriptors: Data, Value Added Models, Error of Measurement, Correlation
Hilliger, Isabel; Aguirre, Camila; Miranda, Constanza; Celis, Sergio; Pérez-Sanagustín, Mar – Journal of Computing in Higher Education, 2022
Curriculum Analytics (CA) emerged as a sub-field of Learning Analytics, aiming to use large amounts of educational data to drive curriculum decision-making and program improvement. However, it is still an open question how the use of CA tools impacts student learning and program quality. To advance this field, this paper describes the lessons…
Descriptors: Curriculum Design, Data Analysis, Educational Improvement, Foreign Countries
Švábenský, Valdemar; Vykopal, Jan; Celeda, Pavel; Kraus, Lydia – Education and Information Technologies, 2022
Cybersecurity professionals need hands-on training to prepare for managing the current advanced cyber threats. To practice cybersecurity skills, training participants use numerous software tools in computer-supported interactive learning environments to perform offensive or defensive actions. The interaction involves typing commands, communicating…
Descriptors: Data Use, Learning Analytics, Information Security, Training
Pérez-Llantada, Carmen – Written Communication, 2022
The data article is a digital genre that has emerged in response to new exigencies, namely, to make data more transparent and research processes more trustable and reproducible. Following White's framework of intersubjective stance, this article draws upon statistical tools and collocational and discourse analyses to examine the linguistic…
Descriptors: Rhetoric, Pragmatics, Computer Mediated Communication, Linguistics
Wright, Susan L.; Chitavi, Michael – Research in Higher Education Journal, 2022
This paper describes a process for evaluating student learning at the course-level. Course-level data is used to inform continuous improvement of program-level assessment. The sample consists of direct and indirect measures related to 101 students enrolled in a principles of financial accounting course. Direct measures indicate that most students…
Descriptors: Student Evaluation, Outcomes of Education, Data Collection, Academic Achievement
Cullinan, John; Flannery, Darragh; Palcic, Donal – Education Economics, 2022
There is increasing attention on study abroad programmes in higher education. However, there is little evidence on how participation might impact students' academic performance on return. Using administrative data from Ireland and a range of regression models and matching estimators, we find no independent association between study abroad and…
Descriptors: Study Abroad, Student Participation, Academic Achievement, Data Analysis
Filderman, Marissa J.; Toste, Jessica R.; Didion, Lisa; Peng, Peng – Remedial and Special Education, 2022
This meta-analysis explores training teachers in the use of data, defined as any quantifiable information that helps teachers know more about their students for instructional decision-making. The questions addressed are as follows: (1) What are the features of data literacy training for kindergarten through 12th-grade teachers?; (2) What are the…
Descriptors: Elementary Secondary Education, Teachers, Data, Technological Literacy
Benz, Gregor; Buhlinger, Carsten; Ludwig, Tobias – Physics Education, 2022
With the availability of educational digital data acquisition systems, it has also become possible in physics education to generate 'big' data sets by (a) measuring multiple variables simultaneously, (b) increasing the sample rate, (c) extending the measurement duration, or (d) choosing a combination among these three options. In the context of…
Descriptors: Physics, Science Instruction, Learning Analytics, Data Analysis
Karimah, Shofiyati Nur; Hasegawa, Shinobu – Smart Learning Environments, 2022
Recognizing learners' engagement during learning processes is important for providing personalized pedagogical support and preventing dropouts. As learning processes shift from traditional offline classrooms to distance learning, methods for automatically identifying engagement levels should be developed. This article aims to present a literature…
Descriptors: Learner Engagement, Automation, Electronic Learning, Literature Reviews
Anand, Tej; Mitchell, Daniel – Decision Sciences Journal of Innovative Education, 2022
Many higher education institutions have responded to the significant shortage of professionals with strong analytical expertise by offering graduate programs in business analytics and data science. These programs are typically designed to be practitioner focused and many of them offer a Capstone course that gives students the opportunity to…
Descriptors: Business Education, Capstone Experiences, Experiential Learning, Graduate Students
Dunn, Peter K.; Marshman, Margaret – Australian Mathematics Education Journal, 2022
The authors discuss the use of surveys for collecting data from a population sample and emphasise the importance of being careful with the language of data collection. [For "The Data Files 5: Graphs for Exploring Relationships," see EJ1355504.]
Descriptors: Surveys, Data Collection, Statistics Education, Foreign Countries
Piqueras, Jesús; Achiam, Marianne; Edvall, Susanna; Ek, Charlotte – Science & Education, 2022
Scientific representations of human evolution often embrace stereotypes of ethnicity and gender that are more aligned with socio-cultural discourses and norms than empirical facts. The present study has two connected aims: to understand how ethnicity and gender are represented in an exhibition about human evolution, and to understand how that…
Descriptors: Museums, Ethnic Groups, Sex, Evolution
Kuby, Candace R.; Rowsell, Jennifer – International Studies in Sociology of Education, 2022
This article conceptualizes the notion of magic(al)ing in relation to post-pandemic ways of thinking about data production and analyses. Revisiting old data produced pre-COVID-19 and engaging with new data produced during COVID-19, we consider the possibilities and potential of magic(al)ing as a theoretical concept. We think with several ideas…
Descriptors: COVID-19, Pandemics, Data Analysis, Philosophy
Shigematsu, Tetsuro; Lea, Graham W.; Cook, Christina; Belliveau, George – LEARNing Landscapes, 2022
"Tell me about your research." How does one begin to convey the importance of our life's work--our research? Enter stage right, Research-based Theatre, an innovative, arts-based methodology that takes research data and brings it to life, by showing, rather than telling. In this article, we tell the story of how Research-based Theatre…
Descriptors: Evidence Based Practice, Research, Theater Arts, Research Methodology

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