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Danielle Murphy; Ravit Golan Duncan; Clark A. Chinn; Joshua Danish; Cindy E. Hmelo Silver; Jinzhi Zhou; Zach Ryan – Journal of Research in Science Teaching, 2025
Scientific modeling is a core practice of scientific inquiry. Students' engagement in modeling can be enhanced by attending to epistemic criteria, which in science are standards used to evaluate the validity and accuracy of scientific models. While prior research has focused on students' development and use of epistemic criteria in scientific…
Descriptors: Elementary School Students, Metacognition, Epistemology, Knowledge Level
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Veli Ünlü; Erhan Ertekin – International Journal of Assessment Tools in Education, 2025
Considering its relationships with real life and mathematics, mathematical modeling is one of the most effective ways of learning and teaching mathematics. In this study, the effect of teaching with mathematical modeling on students' mathematics achievement was examined using the meta-analysis method. An effect size of 51 was achieved with 45…
Descriptors: Mathematical Models, Mathematics Instruction, Mathematics Achievement, Teaching Methods
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Adem Özkan; Isak Çevik; Esin Saylan; Ünal Çakiroglu – International Review of Research in Open and Distributed Learning, 2025
With the rapid evolution of online learning, driven by technological advancements and the global transition to distance education during the COVID-19 pandemic, the demand for effective instructional design models has become increasingly critical. This study conducted a systematic mapping analysis of instructional design models tailored for online…
Descriptors: Instructional Design, Electronic Learning, Educational Trends, Futures (of Society)
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Juan D. Pinto; Luc Paquette – International Educational Data Mining Society, 2025
The increasing use of complex machine learning models in education has led to concerns about their interpretability, which in turn has spurred interest in developing explainability techniques that are both faithful to the model's inner workings and intelligible to human end-users. In this paper, we describe a novel approach to creating a…
Descriptors: Artificial Intelligence, Technology Uses in Education, Student Behavior, Models
Louisiana Department of Education, 2025
In response to Act 54 of the 2010 Regular Session, the Louisiana Department of Education (LDOE) engaged internal and external groups through pilot programs, presentations, workgroups, and focus groups to collectively develop and refine the educator support and evaluation program and the Louisiana value-added model (VAM). This collaborative effort…
Descriptors: Teacher Evaluation, Elementary Secondary Education, Academic Achievement, Attendance
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Taylor Neher; Anne Abbott; Meredith Spivak; Jason Shanks; Matthew Isbell; Angie Gribble; Megan Lorraine Smith – Journal of School Health, 2025
Background: The US is facing a youth mental health crisis. The Icelandic prevention model (IPM) may represent one promising way to address it. This paper describes using the IPM to promote youth mental health, with special attention given to the guiding principle of "embracing public schools as the natural hub of community efforts to support…
Descriptors: Mental Health, Well Being, Models, Youth
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Gerry Dunne – Studies in Philosophy and Education, 2025
In education, the concept of 'thinking skills' has long been contentious. This article revisits the 2010 debate between Stephen Johnson and Harvey Siegel on whether thinking can be taught as a general skill. To weigh in on this ongoing dispute, it contributes a novel perspective by augmenting key insights from 4E cognition to avoid treating…
Descriptors: Thinking Skills, Models, Educational Philosophy, Skill Development
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Gülnur Özbek; Miray Dagyar – Asia Pacific Education Review, 2025
The aim of this study is to investigate the production and dissemination of mathematical modeling-based projects by gifted students, intended to solve real-life problems, over the four-year Project Production and Management Program (PPMP). The longitudinal research methodology was utilized to examine the project production process among…
Descriptors: Gifted Education, Problem Solving, Mathematics Education, Mathematical Models
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Natália Cândido Vendrasco; Ainoa Marzabal; Adriana Pugliese – Studies in Science Education, 2024
This literature review aims to characterise mediation practices in non-formal science education settings (zoos, aquariums, botanical gardens, science centres and museums) based on empirical studies published in the last 15 years and to evaluate their potential in providing visitors with an equitable and inclusive experience, considering their…
Descriptors: Nonformal Education, Science Education, Exhibits, Museums
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Adrianne L. Jenner; Pamela M. Burrage – International Journal of Mathematical Education in Science and Technology, 2024
Mathematics provides us with tools to capture and explain phenomena in everyday biology, even at the nanoscale. The most regularly applied technique to biology is differential equations. In this article, we seek to present how differential equation models of biological phenomena, particularly the flow through ion channels, can be used to motivate…
Descriptors: Cytology, Mathematical Models, Prediction, Equations (Mathematics)
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James S. Wolper – International Journal of Mathematical Education in Science and Technology, 2024
Adjusting the Calculus I curriculum by putting modelling and differential equations literally at its centre leads to a better-organised and better-motivated course. The biggest change is including a section on "qualitative" and "numerical" solutions to ordinary differential equations between the customary sections on…
Descriptors: Mathematics Instruction, Teaching Methods, Advanced Courses, Calculus
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J. T. Sandefur – International Journal of Mathematical Education in Science and Technology, 2024
In this paper, we discuss how a professor could have students, using rational and exponential functions, develop models for several different density-dependent populations based on characteristics of the species. Students would then need to choose an appropriate method from among three different analytic methods (find a solution, phase-line…
Descriptors: Population Growth, Sustainability, Agricultural Production, Mathematical Models
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Corrado Matta; Jannika Lindvall; Andreas Ryve – American Journal of Evaluation, 2024
In this article, we discuss the methodological implications of data and theory integration for Theory-Based Evaluation (TBE). TBE is a family of approaches to program evaluation that use program theories as instruments to answer questions about whether, how, and why a program works. Some of the groundwork about TBE has expressed the idea that a…
Descriptors: Data Analysis, Theories, Program Evaluation, Information Management
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Gus Greivel; Alexandra Newman; Maxwell Brown; Kelly Eurek – INFORMS Transactions on Education, 2024
Industrial-scale models require considerable setup time; hence, once built, they are used in myriad ways to consider closely related cases. In practice, the code for these models frequently evolves without appropriate notational choices, largely as a result of the lengthy development time of, and the number of individuals contributing to, their…
Descriptors: Models, Best Practices, Mathematical Concepts, Energy
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Prasarn Sripongplerd – Journal of Education and Learning, 2024
The main purpose of this research was to do a confirmatory factor analysis of cyberbullying behaviors among undergraduate students in higher education institutions in northeastern Thailand. The sample included 1,062 1st-4th years bachelor's degree students in the academic year 2022 from five higher education institutions located in the Northeast…
Descriptors: Foreign Countries, Bullying, Computer Mediated Communication, Undergraduate Students
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