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Juliette Woodrow; Sanmi Koyejo; Chris Piech – International Educational Data Mining Society, 2025
High-quality feedback requires understanding of a student's work, insights into what concepts would help them improve, and language that matches the preferences of the specific teaching team. While Large Language Models (LLMs) can generate coherent feedback, adapting these responses to align with specific teacher preferences remains an open…
Descriptors: Feedback (Response), Artificial Intelligence, Teacher Attitudes, Preferences
Seyed Parsa Neshaei; Richard Lee Davis; Paola Mejia-Domenzain; Tanya Nazaretsky; Tanja Käser – International Educational Data Mining Society, 2025
Deep learning models for text classification have been increasingly used in intelligent tutoring systems and educational writing assistants. However, the scarcity of data in many educational settings, as well as certain imbalances in counts among the annotated labels of educational datasets, limits the generalizability and expressiveness of…
Descriptors: Artificial Intelligence, Classification, Natural Language Processing, Technology Uses in Education
Yanping Pei; Adam C. Sales; Hyeon-Ah Kang; Tiffany A. Whittaker – International Educational Data Mining Society, 2025
Fully-Latent Principal Stratification (FLPS) offers a promising approach for estimating treatment effect heterogeneity based on patterns of students' interactions with Intelligent Tutoring Systems (ITSs). However, FLPS relies on correctly specified models. In addition, multiple latent variables, such as ability, participation, and epistemic…
Descriptors: Intelligent Tutoring Systems, Measurement, Computation, Simulation
Johana Thomas Zapata; Amy Roth McDuffie – Mathematics Teacher: Learning and Teaching PK-12, 2025
Mathematical modeling tasks can engage students in ways in which they see themselves as mathematicians capable of using mathematics to solve real-world and complex problems. As mathematics teacher educators and researchers, the authors collaborated with two 5th-grade teachers, Liz and Anna (pseudonyms), focusing on equitable practices that foster…
Descriptors: Mathematical Models, Elementary School Teachers, Grade 5, Mathematics Instruction
Natasha Davies; Anita Soni – Support for Learning, 2025
The special educational needs and disabilities (SEND) system is in crisis. A major new inquiry has been launched to find solutions, in part exploring how educational settings can become more inclusive through the provision of 'high quality support'. This begs the question--what "is" high quality support? Revisiting how SEND is…
Descriptors: Models, Special Education, Special Needs Students, Students with Disabilities
Zach Barricklow; Pamela L. Eddy; Audrey J. Jaeger – Belk Center for Community College Leadership and Research, 2025
Disruptions in today's higher education landscape require a different approach to community college leadership. Fostering innovation demands leaders adopt practices that seed an innovative mindset and build an innovative culture more resilient to changing circumstances. Using the Innovator's DNA model provides actionable strategies for…
Descriptors: Community Colleges, Educational Innovation, Educational Change, Leadership Styles
Sarah K. A. Pfatteicher – Johns Hopkins University Press, 2025
In "Collaborative Thinking," Sarah K. A. Pfatteicher offers an insightful guide to the transformative potential of consortial thinking in higher education. With extensive experience leading one of the largest and oldest higher education consortia, Pfatteicher presents a framework for fostering collaboration that transcends the…
Descriptors: Intercollegiate Cooperation, Consortia, Models, Partnerships in Education
Ali Zengin; Veysel Akçakin – Journal of Pedagogical Research, 2025
The present study aimed to explore the mediating role of subjective academic well-being in the relationship between the three dimensions of mathematical resilience (value, struggle, and growth) and mathematical modeling competency among fifth grade students, as well as the moderating effect of gender on this relationship. The participants in this…
Descriptors: Mathematical Models, Resilience (Psychology), Elementary School Students, Grade 5
Jongjit Kaosim; Santi Wijakkanalan; Chaiyuth Sirisuthi – Journal of Education and Learning, 2025
This research aimed to develop an integrated learning experience model through storytelling to promote executive functions in early childhood and investigate children's executive tasks. Using purposive sampling, the target group consisted of 40 kindergarten children in their third year at Khon Kaen Kindergarten School, during the first semester of…
Descriptors: Foreign Countries, Story Telling, Early Childhood Education, Kindergarten
Taksina Sreelohor; Sarawut Jakpeng; Sumalee Chaijaroen – Journal of Education and Learning, 2025
This study aims to develop and validate a Constructivist Learning Environment Model to address secondary students' misconceptions in learning Science. Employing a Design and Development approach (Richey & Klein, 2007), the research is conducted in two phases. Phase 1 focuses on model design, drawing from an extensive literature review to…
Descriptors: Constructivism (Learning), Science Education, Scientific Concepts, Misconceptions
Valerie Smeets; Lin Tian; Sharon Traiberman – National Bureau of Economic Research, 2025
We argue that college students' field-of-study choices significantly influence how economies respond to labor market disruptions. To do so, we develop and estimate a framework featuring forward-looking students who choose a field of study when entering college, and subsequently make decisions over occupations after graduating and entering the…
Descriptors: Career Choice, Career Change, College Students, Specialization
Ahmet Ayaz; Metin Piskin – Turkish Journal of Education, 2025
This research aims to develop the Career Renewal Power (CRP) Model, which explains career transition processes through the concepts of need perception and need satisfaction, based on Glasser's Choice Theory. To investigate the structure and functioning of the model, two qualitative studies were conducted. Subsequently, the CRP Scale was developed,…
Descriptors: Career Development, Models, Need Gratification, Measures (Individuals)
Jade Wexler; Alexandra Shelton; Elizabeth Swanson; S. Blair Payne; Robin Sayers; Tara Johnston; Erin K. Hogan; Kristabel Stark – Grantee Submission, 2025
This conceptual paper describes the development of an adaptive intervention model for coaching, AIM Coaching. AIM Coaching is designed for middle-school instructional leaders to support teachers' implementation of evidence-based literacy practices within a Tier-1, school-wide literacy model. It is guided by a theory of change that links…
Descriptors: Coaching (Performance), Models, Intervention, Faculty Development
Jiayan Xie; Ghayth K. S. Al-Shaibani; Jingli Zhao; Othman Talib – Contemporary Educational Technology, 2025
The application potential of the metaverse as an emerging technology in education has sparked widespread attention globally. A systematic review was conducted using the preferred reporting items for systematic reviews and meta-analyses method, which yielded 43 relevant articles from a total of 527 articles to examine the current status and the…
Descriptors: Educational Research, Educational Trends, Computer Simulation, Technology Uses in Education
Kadriye Bayram; Oktay Aslan – Journal of Pedagogical Research, 2025
The purpose of the current study is to design, implement and evaluate a pedagogical model for skill training integrated with entrepreneurship for sustainability. In this regard, the nature of sustainability, entrepreneurship and integrated skill training, as well as the models of sustainability and entrepreneurship training developed in the…
Descriptors: Entrepreneurship, Sustainability, Teaching Models, Skill Development

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