Latest Research in Adaptive STEM Instructional Design

225 research papers · 0.1 average citations · 2026 median publication year

Top Research Topics in Adaptive STEM Instructional Design

Highest-Cited Papers

  1. Making learning visible in architectural internships: NLP-supported learning evidence for work-based learning support
  2. Eliminating False Positives in Adaptive Learning via Multi-Layer Progressive Diagnosis
  3. Developing professional values, attitudes and acumens: A study of pedagogical approaches in accounting education
  4. Developing a Local Wisdom-Based Learning Module for Elementary Education in a Small-Island Context
  5. Perceived School Safety and Creative Thinking: The Sequential Mediating Roles of Cooperation and Curiosity in Finland and Hong Kong (China)
  6. FLIPPOBAL
  7. Development and Validation of Interactive Multimedia Learning Media for Basic Violin Instruction
  8. Eliminating False Positives in Adaptive Learning via Multi-Layer Progressive Diagnosis
  9. Eliminating False Positives in Adaptive Learning via Multi-Layer Progressive Diagnosis
  10. Research on the Construction of Multi‑dimensional Teaching Evaluation System for Advanced Mathematics Based on AI under the Background of Digital‑Intelligent Transformation
  11. Modeling the Moon: lesson study in elementary science in the United States of America
  12. Support-Constrained Conservative Reranking for Personalized Learning Activity Plans Under Temporal Distribution Shift
  13. Challenges and strategies for implementing the competence-based biology curriculum in lower secondary schools in Rwamagana District, Rwanda
  14. Mental Fluid Transformation: Thinking Beyond Mental Rigid and Non-Rigid Transformation
  15. How Many Students, or How Many Classrooms? Design Effects for Item Analytics in Clustered Learning Platforms
  16. Bridgening or widening the gap?: why digital maths learning still excluded many learners
  17. Automated item evaluation: Predicting item acceptance and rejection using LLM-generated critiques
  18. Hybrid deep learning and IoT-based intelligent learning analytics system for personalized education
  19. Impacts of quiz format on student learning and experience in a flipped technical writing course for engineers
  20. Design and Evaluationof Personalized Learning PathwaysBased on OBE Principles: A Case Study of Physical Chemistry

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2026 AUG Q2

Adaptive STEM Instructional Design

225 papers
0.1 avg cites

Top Topics (10)

Science Education and Pedagogy30
Intelligent Tutoring Systems and Adaptive Learning14
Mathematics Education and Teaching Techniques14
Education and Critical Thinking Development12
Teaching and Learning Programming11
Innovative Teaching and Learning Methods7
Innovative Teaching Methods6
Problem and Project Based Learning6
Visual and Cognitive Learning Processes6
Geography Education and Pedagogy6

Top Publications (20)

1.Making learning visible in architectural internships: NLP-supported learning evidence for work-based learning support2.Eliminating False Positives in Adaptive Learning via Multi-Layer Progressive Diagnosis3.Developing professional values, attitudes and acumens: A study of pedagogical approaches in accounting education4.Developing a Local Wisdom-Based Learning Module for Elementary Education in a Small-Island Context5.Perceived School Safety and Creative Thinking: The Sequential Mediating Roles of Cooperation and Curiosity in Finland and Hong Kong (China)6.FLIPPOBAL7.Development and Validation of Interactive Multimedia Learning Media for Basic Violin Instruction8.Eliminating False Positives in Adaptive Learning via Multi-Layer Progressive Diagnosis9.Eliminating False Positives in Adaptive Learning via Multi-Layer Progressive Diagnosis10.Research on the Construction of Multi‑dimensional Teaching Evaluation System for Advanced Mathematics Based on AI under the Background of Digital‑Intelligent Transformation11.Modeling the Moon: lesson study in elementary science in the United States of America12.Support-Constrained Conservative Reranking for Personalized Learning Activity Plans Under Temporal Distribution Shift13.Challenges and strategies for implementing the competence-based biology curriculum in lower secondary schools in Rwamagana District, Rwanda14.Mental Fluid Transformation: Thinking Beyond Mental Rigid and Non-Rigid Transformation15.How Many Students, or How Many Classrooms? Design Effects for Item Analytics in Clustered Learning Platforms16.Bridgening or widening the gap?: why digital maths learning still excluded many learners17.Automated item evaluation: Predicting item acceptance and rejection using LLM-generated critiques18.Hybrid deep learning and IoT-based intelligent learning analytics system for personalized education19.Impacts of quiz format on student learning and experience in a flipped technical writing course for engineers20.Design and Evaluationof Personalized Learning PathwaysBased on OBE Principles: A Case Study of Physical Chemistry

Sub-Regions (6)

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