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Enhancing Feedback Quality at Scale: Leveraging Machine Learning for Learner-Centered Feedback
Published 2024-12-01“…Employing a range of machine learning and deep learning techniques, including Random Forest, XGBoost, BERT, and GPT-3.5, we systematically investigated the effectiveness of different approaches for constructing classifiers to accurately categorize feedback into various learner-centered components. …”
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The Design of Effective ICT-Supported Learning Activities: Exemplary Models, Changing Requirements, and New Possibilities
Published 2005-01-01“…Case studies from teacher education foundation courses provide an exemplary focus of inquiry in order to better link relevant new theories or models of learning with practice, to build upon related learner-centered strategies for integrating ICT resources and tools, and to incorporate interdependent functions of learning as information access, communication, and applied interactions. …”
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Flipped learning in medical education: Enhancing engagement through innovative pedagogy
Published 2024-12-01“…Grounded in educational theories such as Constructivism and Adult Learning Theory, flipped learning facilitates knowledge construction through pre-class engagement and fosters self-directed learning, particularly relevant for adult learners in medical fields. …”
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LA DIDATTICA DELL’ITALIANO ALLA COMUNITÀ BANGLADESHI VENEZIANA. IMPLICAZIONI PER LA COSTRUZIONE DI SILLABI
Published 2025-06-01“…A process-oriented, learner-centered and action-based approach is proposed to support inclusive and transformative educational paths. …”
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Fostering ‘talk to learn’ in an EFL classroom
Published 2025-12-01“…While the concept of ‘talk to learn’ is not uncommon in some cultures, Taiwan has only just begun to embrace the affordance of learner-centered class discussions. Most university students have not received systematic training to engage in academic discussions. …”
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An investigation of teachers’ questions as a tool to feature social constructivism in sociolinguistics lessons: a case study in a Vietnamese university
Published 2025-12-01“…Social constructivism has been proved to be an effective approach toward learner-centered lessons and active learning with the essential role of teachers’ quality questions to trigger discussions. …”
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Coaching: An Effective Approach to Facilitate Performance, Learning and Advancement of Medical Students
Published 2025-01-01“…By asking analytical questions and providing constructive feedback, coaches challenge students to identify their concerns and areas for improvement. …”
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Design and validation of the reflection skills self-assessment questionnaire (RSSAQ)
Published 2024-11-01“…It is one of the learner-centered educational strategies, leading to deep learning, and is necessary to attain professional capabilities. …”
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Exploring the impact of AI-powered speaking tasks on EFL learners' speaking performance and anxiety: An activity theory study
Published 2025-09-01“…Three primary themes were identified: learner-centered benefits, a supportive learning environment, and associated challenges and limitations. …”
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Interprofessional Differences in Multidimensional Self-Efficacy Associated With Professional Performance in Nephrology During Case-Based Learning
Published 2024-04-01“…Case-based learning (CBL), a learner-centered pedagogy employing clinical cases to improve decision-making, is widely embraced in postgraduate medical education, including nephrology. …”
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Pedagogy of Experience in Teacher Education for Learner and Teacher Autonomy
Published 2020-01-01“…A proposal based on the analysis and construction of cases in post-graduate teacher education is presented, in which teachers analyse and design autonomy-oriented action research experiences and produce narratives of inquiry. …”
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Smart Learning Ecosystems beyond 2030
Published 2025-05-01“…However, following new trends should not make us forget the important lessons of the past, and specifically the learners’ centered approach, their active engagement, and their empowerment. …”
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Integrating design thinking into dental education
Published 2025-03-01“…This article examines the groundwork and incorporation of design thinking in healthcare and medical education, highlighting its potential benefits in dental education, including enhancements in learner-centred approaches, faculty development, interprofessional collaboration, and person-centred care. …”
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Generative Artificial Intelligence in Ubiquitous Learning: Evaluating a Chatbot-based Recommendation Engine for Personalized and Context-aware Education
Published 2025-07-01“…A tailored evaluation dataset was constructed to capture diverse user interactions and the system was tested through real-world case studies and user feedback metrics, including task success rates, response times and satisfaction ratings.Results: The chatbot achieved an 85% overall task success rate, a 70% success rate in context-aware tasks and an 80% user satisfaction rating, with most users assigning scores of 4 or 5 on a 5-point scale.Conclusion: The findings demonstrate that the proposed solution outperforms traditional systems in delivering personalized, adaptive and context-aware educational recommendations, underscoring the transformative potential of generative AI in advancing learner-centred ubiquitous learning environments.…”
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The Effects of Dynamic Criteria Mapping Assessment on Students’ Conceptions and Writing Skills Development
Published 2018-05-01“…Learner center assessment procedure and application is very crucial forstudents writing skills improvement. …”
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The Effects of Dynamic Criteria Mapping Assessment on Students’ Conceptions and Writing Skills Development
Published 2018-03-01“…Learner center assessment procedure and application is very crucial for students writing skills improvement. …”
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Risky business: medical students’ feedback-seeking behaviours: a mixed methods study
Published 2024-12-01“…Diverse medical students across three continents undertake FSB with careful navigation, as a valued but risky business, that is highly contextualised. Promoting a constructive FSB is complex. Overcoming outdated theory and practices on the wards remains a challenge to psychologically safe, learner-centred feedback.…”
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Improving medical students’ learning strategies, management of workload and wellbeing: a mixed methods case study in undergraduate medical education
Published 2025-04-01“…Academic Tutors engaged students in learner-centred conversations on study skills and professional development plus their wellbeing and welfare. …”
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