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Tamra Ross; Rachel Sondergaard; Cindy Ives; Andrew Han; Sabine Graf – Technology, Knowledge and Learning, 2025
To meet student demand for responsive, adaptable, and up-to-date online courses, educators and learning designers need tools to analyse student interactions with their peers, educators and learning resources. Learning Management Systems (LMSs) store large volumes of detailed user data, but offer only limited, pre-set reports and visualizations to…
Descriptors: Access to Information, Learning Analytics, Instructional Design, Evaluation Methods
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Park, Young-Eun – Journal of Education for Business, 2021
This study aims to examine the latest research trends in higher education for business by grasping the key trends, topics, and interrelationship of each subject. For this study, 304 research articles from four international "top-tier" journals were collected in the field of business education for two years 2018 ~ 2019 and analyzed…
Descriptors: Higher Education, Educational Research, Business Administration Education, Trend Analysis
Data Quality Campaign, 2021
Data reflects a series of decisions made by people--and those decisions affect the story that data tells, what it captures, and how it can and should be used to inform decision-making. Because of this, mistrust in data is often the result of incomplete information and a lack of context. This resource breaks down what it means to build trust in…
Descriptors: Data Use, Data Collection, Data Analysis, Bias
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Williamson, Ben – London Review of Education, 2020
Education data scientists, learning engineers and precision education specialists are new experts in knowledge production in educational research. By bringing together data science methodologies and advanced artificial intelligence (AI) systems with disciplinary expertise from the psychological, biological and brain sciences, they are building a…
Descriptors: Artificial Intelligence, Educational Research, Data Use, Power Structure
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Allison F. Gilmour; Li Feng; Roddy Theobald – Remedial and Special Education, 2025
Special educator shortages have threatened the provision of services U.S. to students with disabilities since the passage of the Education for All Handicapped Children Act in 1975, since reauthorized as the Individuals with Disabilities Education Act. We conducted a systematic review of studies that used administrative data to study the special…
Descriptors: Special Education Teachers, Data Use, Educational Research, Teacher Distribution
Massiel Cohen Camacho – ProQuest LLC, 2023
The school accountability system in the Dominican Republic (DR) involves the use of several national assessments, the reporting of such data, and the training of principals on how to use such data as part of school improvement efforts. While this type of indicator accountability system does not include specific consequences, there is still…
Descriptors: Foreign Countries, Accountability, Principals, Academic Achievement
Daniele Checchi; Alice Bertoletti – European Union, 2024
The European Education Area aims to support Member States' efforts in enhancing the educational attainment of younger generations. In this policy context, there is a need for an objective tool to assess the educational outcomes of EU countries. The present report addresses this need by pursuing two objectives: (1) providing a comprehensive method…
Descriptors: Foreign Countries, Educational Attainment, Educational Policy, Educational Assessment
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Wilkerson, Michelle Hoda; Polman, Joseph L. – Journal of the Learning Sciences, 2020
The emerging field of Data Science has had a large impact on science and society. This has led to over a decade of calls to establish a corresponding field of Data Science Education. There is still a need, however, to more deeply conceptualize what a field of Data Science Education might entail in terms of scope, responsibility, and execution.…
Descriptors: Data, Information Science Education, Learning, Data Collection
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Katherine Bui; Keith R. Berry Jr. – Journal of Research Administration, 2025
Research administrators (RA) at institutions of higher education (IHE) provide critical support to faculty throughout the lifecycle of research, which include developing research, applying to funding opportunities, managing awards through closeout, and maintaining compliance. Fulfilling these tasks requires well-developed RA processes and clear…
Descriptors: COVID-19, Pandemics, Data Collection, Data Use
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Schildkamp, Kim; Datnow, Amanda – Leadership and Policy in Schools, 2022
Because learning from failures is just as important as learning from successes, we used qualitative case study data gathered in the Netherlands and the United States to examine instances in which data teams struggle to contribute to school improvement. Similar factors in both the Dutch and U.S. case hindered the work of the data teams, such as…
Descriptors: Foreign Countries, Educational Improvement, Data Use, Failure
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Coleman-King, Chonika; Rosser, Brook D.; Sanford, Cindy M. – Urban Review: Issues and Ideas in Public Education, 2023
Black teachers (BTs) are significantly underrepresented in the US teaching profession, yet there is still little focus on how to best hire, support, and retain them. This collaborative autoethnography documents our work in an urban characteristic school district and university in the southeastern US and how we leveraged our interpersonal and…
Descriptors: African American Teachers, Disproportionate Representation, Teacher Persistence, Teacher Selection
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Penuel, William R.; Farrell, Caitliin C.; Daniel, Jula – Teachers College Record, 2020
Background/Context: Research on data and evidence use suggest that productive use depends on interactive processes, including sustained interactions between educators and researchers. Recent research on research-practice partnerships (RPPs) has examined conditions under which these sustained collaborations support evidence use. Findings from these…
Descriptors: Data Use, Dropout Prevention, Educational Research, Partnerships in Education
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Heather M. Reynolds; Ron Avi Astor – Education and Urban Society, 2024
Currently, there is a national level debate on security-based school safety policies and practices, particularly in relation to the presence of police in schools. Decisions about school safety are discussed at the district level by administrators and board of education members who may not be aware of the importance of utilizing local data to…
Descriptors: Urban Education, Public Policy, Policy Formation, Urban Environment
Naomi LaRue Witham-Travers – ProQuest LLC, 2024
The purpose of this qualitative descriptive study was to explore how experienced elementary educators in Central Montana described their use of new knowledge from research evidence to inform their teaching practice. Data sources included 15 semi-structured interviews and two focus groups. The Cognitive Affective Model of Conceptual Change was…
Descriptors: Elementary School Teachers, Evidence Based Practice, Teaching Methods, Experienced Teachers
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Ho, Andrew D. – AERA Open, 2020
The Stanford Education Data Archive (SEDA) launched in 2016 to provide nationally comparable, publicly available test score data for U.S. public school districts. I introduce a special collection of six articles that each use SEDA to lend their questions and findings a national scope. Together, these articles demonstrate a range of uses of SEDA…
Descriptors: Archives, Scores, Public Schools, School Districts
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