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Fischer, Christian; Pardos, Zachary A.; Baker, Ryan Shaun; Williams, Joseph Jay; Smyth, Padhraic; Yu, Renzhe; Slater, Stefan; Baker, Rachel; Warschauer, Mark – Review of Research in Education, 2020
The emergence of big data in educational contexts has led to new data-driven approaches to support informed decision making and efforts to improve educational effectiveness. Digital traces of student behavior promise more scalable and finer-grained understanding and support of learning processes, which were previously too costly to obtain with…
Descriptors: Data Analysis, Data Collection, Decision Making, Instructional Effectiveness
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Karimi, Hamid; Derr, Tyler; Huang, Jiangtao; Tang, Jiliang – International Educational Data Mining Society, 2020
Online learning has attracted a large number of participants and is increasingly becoming very popular. However, the completion rates for online learning are notoriously low. Further, unlike traditional education systems, teachers, if any, are unable to comprehensively evaluate the learning gain of each student through the online learning…
Descriptors: Online Courses, Academic Achievement, Prediction, Teaching Methods
Sam R Mintz; Ross Boylan – Washington Office of Superintendent of Public Instruction, 2025
This report summarizes activities undertaken by OSPI's Reducing Restraint & Eliminating Isolation (RREI) project during fiscal year 2025, as mandated through 2023's biennial operating budget and 2024's supplemental operating budget. Demonstration projects incorporate "Pilot site" districts that strategically engage in the process of…
Descriptors: Discipline, Punishment, Behavior Modification, Timeout
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Burns, Matthew K.; Taylor, Crystal N.; Warmbold-Brann, Kristy L.; Preast, June L.; Hosp, John L.; Ford, Jeremy W. – Psychology in the Schools, 2017
Intervention researchers often use curriculum-based measurement of reading fluency (CBM-R) with a brief experimental analysis (BEA) to identify an effective intervention for individual students. The current study synthesized data from 22 studies that used CBM-R data within a BEA by computing the standard error of measure (SEM) for the median data…
Descriptors: Error of Measurement, Decision Making, Reading Fluency, Curriculum Based Assessment
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Levatino, Antonina – Higher Education: The International Journal of Higher Education Research, 2017
Transnational higher education (TNHE) is one of the most important, even if often neglected, aspects in the internationalisation of higher education. TNHE constitutes a strategy for universities to expand recruitment. Nonetheless, it is often argued that TNHE could constitute a way for the countries where it is implemented to retain their students…
Descriptors: Study Abroad, Student Mobility, Data Analysis, Enrollment Trends
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West, Jason – Curriculum Journal, 2017
Interdisciplinarity requires the collaboration of two or more disciplines to combine their expertise to jointly develop and deliver learning and teaching outcomes appropriate for a subject area. Curricula and assessment mapping are critical components to foster and enhance interdisciplinary learning environments. Emerging careers in data science…
Descriptors: Curriculum Development, Validity, Data Analysis, Interdisciplinary Approach
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Riddle, Derek R.; Beck, Jori S.; Morgan, Joseph John; Brown, Nancy; Whitesides, Heather – Kappa Delta Pi Record, 2017
Building on a study conducted by the authors, this article provides strategies for teaching data literacy and outlines the case-based teaching method as an effective way of developing data-literate teachers.
Descriptors: Data, Data Analysis, Case Method (Teaching Technique), Teacher Education
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Nyland, Rob; Davies, Randall S.; Chapman, John; Allen, Gove – Journal of Computing in Higher Education, 2017
This paper presents a case for the use of transaction-level data when analyzing automated online assessment results to identify knowledge gaps and misconceptions for individual students. Transaction-level data, which records all of the steps a student uses to complete an assessment item, are preferred over traditional assessment formats that…
Descriptors: Student Evaluation, Evidence Based Practice, Data Analysis, Knowledge Level
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Strunk, Kamden K.; Lane, Forrest C. – Measurement and Evaluation in Counseling and Development, 2017
A common concern about the Beck Depression Inventory, Second edition (BDI-II) among researchers in the area of depression has long been the single-factor scoring scheme. Methods exist for making cross-sample comparisons of latent structure but tend to rely on estimation methods that can be imprecise and unnecessarily complex. This study presents a…
Descriptors: Depression (Psychology), Measures (Individuals), Error of Measurement, Diagnostic Tests
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Steiner, Christina M.; Albert, Dietrich – Cogent Education, 2017
Ontologies play an important role as knowledge domain representations in technology-enhanced learning and instruction. Represented in form of concept maps they are commonly used as teaching and learning material and have the potential to enhance positive educational outcomes. To ensure the effective use of an ontology representing a knowledge…
Descriptors: Concept Mapping, Content Validity, Intelligent Tutoring Systems, Elementary School Science
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Dönmez, Cengiz; Uslu, Salih; Hamarat, Ercenk – Universal Journal of Educational Research, 2017
The aim of the current study is to identify the opinions of pre-service social studies teachers about Atatürk as a founding and transformational leader. The sample of the study comprises 180 pre-service teachers in the social studies teaching department of an education faculty in a public university. The data have been collected through an…
Descriptors: Foreign Countries, Preservice Teachers, Student Teacher Attitudes, Opinions
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Winne, Philip H.; Nesbit, John C.; Popowich, Fred – Technology, Knowledge and Learning, 2017
A bottleneck in gathering big data about learning is instrumentation designed to record data about processes students use to learn and information on which those processes operate. The software system nStudy fills this gap. nStudy is an extension to the Chrome web browser plus a server side database for logged trace data plus peripheral modules…
Descriptors: Data Collection, Research Methodology, Learning Processes, Computer Software
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Khalil, Mohammad; Ebner, Martin – Journal of Computing in Higher Education, 2017
Massive Open Online Courses (MOOCs) are remote courses that excel in their students' heterogeneity and quantity. Due to the peculiarity of being massiveness, the large datasets generated by MOOC platforms require advanced tools and techniques to reveal hidden patterns for purposes of enhancing learning and educational behaviors. This publication…
Descriptors: Large Group Instruction, Online Courses, Technology Uses in Education, Educational Technology
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Stout, Rosana Mary; Cumming-Potvin, Wendy; Wildy, Helen – McGill Journal of Education, 2017
This paper is drawn from a mixed methods study, which examined the leadership practices of teachers in the Level Three Classroom Teachers program in Western Australia. Three archetypal characters, the Torch Bearer, Weary Juggler, and Heckler, are used to represent the diverse leadership experiences of these "expert" teachers and the…
Descriptors: Teacher Leadership, Mixed Methods Research, Foreign Countries, Leadership Styles
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Tarrant, Anna – International Journal of Social Research Methodology, 2017
In recent years, the possibilities and pitfalls of qualitative secondary analysis have been the subject of on-going academic debate, contextualised by the growing availability of qualitative data in digital archives and the increasing interest of funding councils in the value of data re-use. This article contributes to, and extends these…
Descriptors: Qualitative Research, Research Design, Data Analysis, Longitudinal Studies
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