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Peer reviewed
Direct linkElsenbroich, Corinna; Badham, Jennifer – International Journal of Social Research Methodology, 2023
Agent-based models combine data and theory during both development and use of the model. As models have become increasingly data driven, it is easy to start thinking of agent-based modelling as an empirical method, akin to statistical modelling, and reduce the role of theory. We argue that both types of information are important where the past is…
Descriptors: Models, Futures (of Society), Research Methodology, Systems Approach
Download full textDerek T. M. Daskalakes – Philosophical Studies in Education, 2023
The Individuals with Disabilities Education Improvement Act (2004) (IDEIA) requires practitioners to use educational evaluations to assess students in K-12 schools that are suspected of having a disability. The resulting data provides the basis for determining whether students qualify for special education services, their precise educational…
Descriptors: Special Education, Individualized Education Programs, Regular and Special Education Relationship, Students with Disabilities
Yiqiu Zhou; Jina Kang – Journal of Learning Analytics, 2023
Collaboration is a complex, multidimensional process; however, details of how multimodal features intersect and mediate group interactions have not been fully unpacked. Characterizing and analyzing the temporal patterns based on multimodal features is a challenging yet important work to advance our understanding of computer-supported collaborative…
Descriptors: Attention Control, Cooperative Learning, Data Analysis, Computer Assisted Instruction
Cecilia Mezzanotte; Claire Calvel – OECD Publishing, 2023
Calls for increased monitoring and evaluation of education policies and practices have not, so far, included widespread and consistent assessments of the inclusiveness of education settings. Measuring inclusion in education has proven to be a challenging exercise, due not only to the complexity and different uses of the concept, but also to its…
Descriptors: Educational Indicators, Inclusion, Educational Policy, Equal Education
Kam Hong Shum; Samuel Kai Wah Chu; Cheuk Yu Yeung – Interactive Learning Environments, 2023
This study examines the use of data analytics to evaluate students' behaviours during their participation in an online collaborative learning environment called SkyApp. To visualise the learning traits of engagement, emotion and motivation, students' inputs and activity data were captured and quantified for analysis. Experiments were first carried…
Descriptors: Student Behavior, Online Courses, Cooperative Learning, Computer Software
Teruni Lamberg, Editor; Diana Moss, Editor – North American Chapter of the International Group for the Psychology of Mathematics Education, 2023
The Forty Fifth Annual meeting of the North American chapter of the International Group for the Psychology of Mathematics Education was held PME-NA 45 in Reno, Nevada, October 1-4, 2023. The conference theme is "Engaging All Learners." Math learning should be a joyful experience for all students. When students are engaged and inspired,…
Descriptors: Mathematics Education, Learner Engagement, Student Motivation, Student Interests
Andrea Révész; Marije Michel; Minjin Lee – Studies in Second Language Acquisition, 2023
This study examined the extent to which L2 writers with varied working memory display differential pausing and revision behaviors at different periods during writing. The participants were 30 advanced Chinese L2 users of English, who wrote an argumentative essay. While composing, participants' keystrokes and eye-gaze movements were recorded to…
Descriptors: Short Term Memory, Second Language Learning, Second Language Instruction, Writing Processes
Kevin O’Farrell – Florida Department of Education, 2023
This technical assistance paper provides policy and guidance to individuals with test administration responsibilities in adult education programs. The Florida assessment policies and guidelines presented in this technical assistance paper are appropriate for state and federal reporting. Therefore, guidance and procedures regarding the selection…
Descriptors: Adult Education, Testing, Achievement Gains, Outcome Measures
Stephen G. Katsinas; Noel E. Keeney; Nathaniel J. Bray; F. King Alexander; Garret A. Till – Journal of Education Finance, 2023
This article compares state expenditure data to see how the operating budgets of public community colleges specifically, and public higher education institutions generally, have fared over the past 30 years. Data from the National Association of State Budget Officers (NASBO) have long tracked major state expenditure categories, including the…
Descriptors: Community Colleges, Trend Analysis, Educational Finance, Federal Aid
Phuong Nguyen-Hoang; Peter Damiano – Journal of Education Finance, 2023
This study is the first to empirically examine how school districts allocate resources in response to capital investment revenue from statewide penny sales taxes (called SAVE funds), and whether SAVE funds affect student outputs (i.e., educational achievement). We found evidence that school districts do not use SAVE funds to increase capital…
Descriptors: State Aid, School Districts, Expenditures, Elementary Secondary Education
Nathan A. Quarderer; Leah Wasser; Anne U. Gold; Patricia Montaño; Lauren Herwehe; Katherine Halama; Emily Biggane; Jessica Logan; David Parr; Sylvia Brady; James Sanovia; Charles Jason Tinant; Elisha Yellow Thunder; Justina White Eyes; LaShell Poor Bear/Bagola; Madison Phelps; Trey Orion Phelps; Brett Alberts; Michela Johnson; Nathan Korinek; William Travis; Naomi Jacquez; Kaiea Rohlehr; Emily Ward; Elsa Culler; R. Chelsea Nagy; Jennifer Balch – Journal of Statistics and Data Science Education, 2025
Today's data-driven world requires earth and environmental scientists to have skills at the intersection of domain and data science. These skills are imperative to harness information contained in a growing volume of complex data to solve the world's most pressing environmental challenges. Despite the importance of these skills, Earth and…
Descriptors: Electronic Learning, Earth Science, Environmental Education, Science Education
Office of Educational Technology, US Department of Education, 2025
As outlined in the 2024 National Educational Technology Plan, digital health, safety, and citizenship skills reflect the full set of knowledge and habits students need to use technology appropriately, responsibly, and safely. For schools and districts, creating the conditions for those skills to develop includes policies regulating the use of…
Descriptors: Computer Use, Technology Uses in Education, Safety, Student Responsibility
Christopher H. Tienken; Jennifer Timmer; Li Kang; Sean Cronin; Tara Thomas; Ryan Gorman; Elizabeth Nunez – AASA, The School Superintendent's Association, 2025
The 2024-2025 AASA Superintendent Salary & Benefits Study marks the thirteenth consecutive edition of this report. The national survey tracked the demographics, salary, benefits, and other elements of the employment agreements of school superintendents throughout the country. This year's study results are based on 2,077 complete responses. The…
Descriptors: Superintendents, National Surveys, Fringe Benefits, Administrator Surveys
Emma Shanahan; Seohyeon Choi; Jechun An; Bess Casey-Wilke; Seyma Birinci; Caroline Roberts; Emily Reno – Grantee Submission, 2025
Although data-based individualization (DBI) has positive effects on learning outcomes for students with learning difficulties, this framework can be difficult for teachers to implement due to its complexity and contextual barriers. The first aim of this synthesis was to investigate the effects of ongoing professional development (PD) support for…
Descriptors: Data Use, Individualized Instruction, Learning Problems, Students with Disabilities
Emma Shanahan; Seohyeon Choi; Jechun An; Bess Casey-Wilke; Seyma Birinci; Caroline Roberts; Emily Reno – Journal of Learning Disabilities, 2025
Although data-based individualization (DBI) has positive effects on learning outcomes for students with learning difficulties, this framework can be difficult for teachers to implement due to its complexity and contextual barriers. The first aim of this synthesis was to investigate the effects of ongoing professional development (PD) support for…
Descriptors: Data Use, Individualized Instruction, Learning Problems, Students with Disabilities
