Research Study Repository
Research synthesis is AI-generated, human reviewed. Updated 04/2026.
Showing 241 - 270 of 1278 results
How K-12 Educators Use Ai: Llm-Assisted Qualitative Analysis At Scale
Alex Liu, Lief Esbenshade, Shawon Sarkar, Zewei (Victor) Tian, Zachary Zhang, Kevin He, Min Sun. (12/2025). arXiv.
What is the application? Teaching – Instructional Materials, Teaching – Assessment and Feedback, Teaching – Professional Learning, Learning – Student Support, Communicating / Social Tools, Organizing
Who is the user? Educator
Which age? Middle School (6-8), High School (9-12)
Why use AI? Efficiency, Outcomes – Differentiation, Outcomes – Durable Skills, Reimagined Schooling
Study design: Descriptive – Implementation and Use, Technical – Computational, Quantitative – OthersOn Emerging Paradigm Of Teaching Measurement Science And Technology In Times Of Ubiquitous Use Of Ai Tools
Roman Z. Morawski. (12/2025). arXiv.
What is the application? Teaching – Instructional Materials, Teaching – Assessment and Feedback, Learning – Student Support, Organizing, Analyzing
Who is the user? Student, Educator
Which age? Post-Secondary
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Differentiation, Outcomes – Durable Skills, Reimagined Schooling
Study design: Descriptive – Implementation and UseOn The Influence Of Artificial Intelligence On Human Problem-Solving: Empirical Insights For The Third Wave In A Multinational Longitudinal Pilot Study
Matthias Hümmer, Theophile Shyiramunda, Franziska Durner, Michelle J. Cummings-Koether. (12/2025). arXiv.
What is the application? Learning – Student Support, Analyzing
Who is the user? Student, Educator
Which age? Post-Secondary
Why use AI? Efficiency, Outcomes – Durable Skills
Study design: Descriptive – Implementation and Use, Quantitative – OthersLearning In Focus: Detecting Behavioral And Collaborative Engagement Using Vision Transformers
Sindhuja Penchala, Saketh Reddy Kontham, Prachi Bhattacharjee, Nima Mahmoodi, Daniel Fonseca, Sareh Karami, Mehdi Ghahremani, Andy D. Perkins, Shahram Rahimi, Noorbakhsh Amiri Golilarz. (12/2025). arXiv.
What is the application? Analyzing
Who is the user?
Which age? 0-3 years
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Social Emotional, Outcomes – Durable Skills
Study design: Technical – ComputationalInformation-Consistent Language Model Recommendations Through Group Relative Policy Optimization
Sonal Prabhune, Balaji Padmanabhan, and Kaushik Dutta. (12/2025). arXiv.
What is the application? Learning – Student Support
Who is the user? Others
Which age? Post-Secondary, Adult
Why use AI? Other
Study design: Technical – ComputationalExploring the Modular Integration of "AI + Architecture" Pedagogy in Undergraduate Design Education: A Case Study of Architectural Design III/IV Courses at Zhejiang University
Wang Jiaqi, Lan Yi, Chen Xiang. (12/2025). arXiv.
What is the application? Learning – Student Support
Who is the user? Student
Which age? Post-Secondary
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Durable Skills
Study design: Descriptive – Implementation and Use, Quantitative – OthersKidsartbench: Multi-Dimensional Children's Art Evaluation With Attribute-Aware MLLMs
Mingrui Ye, Chanjin Zheng, Zengyi Yu, Chenyu Xiang, Zhixue Zhao, Zheng Yuan, Helen Yannakoudakis. (12/2025). arXiv.
What is the application? Teaching – Assessment and Feedback
Who is the user? Educator
Which age? Middle School (6-8)
Why use AI? Efficiency, Outcomes – Other Academic
Study design: Technical – ComputationalFrom Co-Design To Metacognitive Laziness: Evaluating Generative Ai In Vocational Education
Amir Yunus, Gay Peng Rend, Lee Oon Teng. (12/2025). arXiv.
What is the application? Teaching – Instructional Materials, Teaching – Assessment and Feedback, Learning – Student Support, Organizing
Who is the user? Student, Educator
Which age? Post-Secondary
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Differentiation, Outcomes – Social Emotional, Outcomes – Durable Skills
Study design: Descriptive – Product Development, Impact – Quasi–experimental, Quantitative – OthersSproutbench: A Benchmark For Safe And Ethical Large Language Models For Youth
Wenpeng Xing, Lanyi Wei, Haixiao Hu, Jingyi Yu, Rongchang Li, Mohan Li, Changting Lin, Meng Han. (12/2025). arXiv.
What is the application?
Who is the user?
Which age? 0-3 years, Middle School (6-8), High School (9-12)
Why use AI? Outcomes – Social Emotional, Outcomes – Durable Skills
Study design: Technical – ComputationalEvolutionary Reinforcement Learning Based Al Tutor For Socratic Interdisciplinary Instruction
Mei Jiang, Haihai Shen, Zhuo Luo, Bingdong Li, Wenjing Hong, Ke Tang, Aimin Zhou. (12/2025). arXiv.
What is the application? Learning – Student Support
Who is the user? Student
Which age? Middle School (6-8), High School (9-12), Post-Secondary
Why use AI? Outcomes – Other Academic, Outcomes – Differentiation, Outcomes – Durable Skills
Study design: Technical – ComputationalBaid: A Benchmark For Bias Assessment Of Ai Detectors
Priyam Basu, Yunfeng Zhang, Vipul Raheja. (12/2025). arXiv.
What is the application? Teaching – Assessment and Feedback
Who is the user? Student, Educator
Which age? High School (9-12), Post-Secondary
Why use AI? Outcomes – Other Academic
Study design: Technical – ComputationalLeaftutor: An Ai Agent For Programming Assignment Tutoring
Madison Bochard, Tim Conser, Alyssa Duran, Lazaro Martull, Pu Tian, and Yalong Wu. (12/2025). arXiv.
What is the application? Learning – Student Support
Who is the user? Student
Which age? Post-Secondary
Why use AI? Efficiency, Outcomes – Differentiation, Other
Study design: Descriptive – Product DevelopmentUnveiling User Perceptions In The Generative Ai Era: A Sentiment-Driven Evaluation Of Ai Educational Apps' Role In Digital Transformation Of E-Teaching
Adeleh Mazaherian, Erfan Nourbakhsh. (12/2025). arXiv.
What is the application? Teaching – Instructional Materials, Teaching – Assessment and Feedback, Learning – Student Support, Organizing
Who is the user? Student, Educator
Which age? Middle School (6-8), High School (9-12), Post-Secondary
Why use AI? Efficiency, Outcomes – Numeracy, Outcomes – Other Academic, Outcomes – Differentiation, Outcomes – Durable Skills, Reimagined Schooling
Study design: Descriptive – Implementation and Use, Quantitative – OthersStabilising Learner Trajectories: A Doubly Robust Evaluation Of Ai-Guided Student Support Using Activity Theory
Teo Susnjak, Khalid Bakhshov, and Anuradha Mathrani. (12/2025). arXiv.
What is the application? Learning – Student Support, Analyzing
Who is the user? Educator
Which age? Post-Secondary
Why use AI? Outcomes – Other Academic
Study design: Impact – Quasi–experimentalDeveloping And Evaluating A Large Language Model-Based Automated Feedback System Grounded In Evidence-Centered Design For Supporting Physics Problem Solving
Holger Maus, Paul Tschisgale, Fabian Kieser, Stefan Petersen, Peter Wulff. (12/2025). arXiv.
What is the application? Teaching – Assessment and Feedback
Who is the user? Student
Which age? High School (9-12)
Why use AI? Outcomes – Other Academic, Outcomes – Differentiation
Study design: Descriptive – Product Development, Quantitative – OthersThe Adoption And Usage Of Ai Agents: Early Evidence From Perplexity*
Jeremy Yang, Noah Yonack, Kate Zyskowski, Denis Yarats, Johnny Ho, Jerry Ma. (12/2025). arXiv.
What is the application? Teaching – Instructional Materials, Teaching – Professional Learning, Learning – Student Support, Organizing
Who is the user? Student, Educator, Others
Which age? Post-Secondary, Adult
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Durable Skills
Study design: Descriptive – Implementation and Use, Technical – Computational, Quantitative – OthersFlora: An Advanced AI-Powered Engine To Facilitate Hybrid Human-AI Regulated Learning
Xinyu Li, Tongguang Li, Lixiang Yan, Yuheng Li, Linxuan Zhao, Mladen Rakovic, Inge Molenaar, Dragan Gasevic, Yizhou Fan. (12/2025). arXiv.
What is the application? Communicating / Social Tools, Learning – Student Support, Teaching – Assessment and Feedback
Who is the user? Student, Educator
Which age? Elementary (PK5), Middle School (6-8), High School (9-12), Post-Secondary
Why use AI? Outcomes – Literacy, Outcomes – Differentiation, Outcomes – Social Emotional, Outcomes – Durable Skills
Study design: Descriptive – Product Development, Impact – Randomized Controlled TrialReport On The Scoping Workshop On AI In Science Education Research
Marcus Kubsch, Marit Kastaun, Peter Wulff, Nicole Graulich, Moriah Ariely, Alexander Bergmann-Gering, Sebastian Gombert, Bor Gregorcic, Hendrik Härtig, Benedikt Heuckmann, Andrea Horbach, Christina Krist, Gerd Kortemeyer, Ben Münch, Samuel Pazicni, Joshua M. Rosenberg, Sascha Schanze, Gena Sbeglia, Vidar Skogvoll, Christophe Speroni, Christoph Thyssen, Lars-Jochen Thoms, Brandon J. Yik, Xiaoming Zhai. (12/2025). arXiv.
What is the application? Analyzing, Communicating / Social Tools, Learning – Student Support, Teaching – Instructional Materials, Teaching – Professional Learning, Teaching – Assessment and Feedback
Who is the user? Student, Parent/Caregiver, Educator, Others
Which age? Elementary (PK5), High School (9-12), Post-Secondary, Adult
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Differentiation, Outcomes – Durable Skills
Study design: Descriptive – Implementation and Use, Descriptive – Product DevelopmentExamining Student Interactions With A Pedagogical Ai-Assistant For Essay Writing And Their Impact On Students' Writing Quality
Wicaksono Febriantoro, Qi Zhou, Wannapon Suraworachet, Sahan Bulathwela, Andrea Gauthier, Eva Millan, Mutlu Cukurova. (12/2025). arXiv.
What is the application? Teaching – Assessment and Feedback, Learning – Student Support
Who is the user? Student
Which age? Post-Secondary
Why use AI? Outcomes – Literacy, Outcomes – Durable Skills
Study design: Quantitative – OthersLarge Language Models For Education And Research: An Empirical And User Survey-Based Analysis
Md Mostafizer Rahman, Ariful Islam Shiplu, Md Faizul Ibne Amin, Yutaka Watanobe, Lu Peng. (12/2025). arXiv.
What is the application? Teaching – Instructional Materials, Learning – Student Support, Analyzing
Who is the user? Student, Educator, Others
Which age? Post-Secondary, Adult
Why use AI? Efficiency, Outcomes – Numeracy, Outcomes – Other Academic, Outcomes – Differentiation, Outcomes – Durable Skills
Study design: Descriptive – Implementation and Use, Technical – Computational, Quantitative – Others, Systematic ReviewTeacher-AI Collaboration For Curating And Customizing Lesson Plans In Low-Resource Schools
Deepak Varuvel Dennison, Bakhtawar Ahtisham, Kavyansh Chourasia, Nirmit Arora, Rahul Singh, Rene F. Kizilcec, Akshay Nambi, Tanuja Ganu, Aditya Vashistha. (12/2025). arXiv.
What is the application? Organizing, Teaching – Instructional Materials, Teaching – Professional Learning, Teaching – Assessment and Feedback
Who is the user? Educator
Which age? Elementary (PK5), Middle School (6-8), High School (9-12)
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Differentiation, Reimagined Schooling
Study design: Descriptive – Implementation and Use, Descriptive – Product Development, Quantitative – OthersHuman Agency And Creativity In AI-Assisted Learning Environments
Yun Dai. (12/2025). arXiv.
What is the application? Learning – Student Support, Teaching – Instructional Materials
Who is the user? Student
Which age? High School (9-12), Post-Secondary, Adult
Why use AI? Outcomes – Literacy, Outcomes – Durable Skills
Study design: Systematic ReviewA Theoretical Framework Of Student Agency In AI-Assisted Learning: A Grounded Theory Approach
Yun Dai, Sichen Lai. (12/2025). arXiv.
What is the application? Learning – Student Support
Who is the user? Student
Which age? Post-Secondary
Why use AI? Outcomes – Durable Skills
Study design: Descriptive – Implementation and UseLearning To Use AI For Learning: Teaching Responsible Use Of AI Chatbot To K-12 Students Through An AI Literacy Module
Ruiwei Xiao, Xinying Hou, Ying-Jui Tseng, Hsuan Nieu, Guanze Liao, John Stamper, Kenneth R. Koedinger. (12/2025). arXiv.
What is the application? Learning – Student Support, Teaching – Assessment and Feedback
Who is the user? Student
Which age? Middle School (6-8), High School (9-12)
Why use AI? Outcomes – Other Academic, Outcomes – Durable Skills
Study design: Descriptive – Implementation and Use, Descriptive – Product Development, Quantitative – OthersExploring Teenagers' Trust In Al Chatbots: An Empirical Study Of Chinese Middle-School Students
Siyu Qiu, Anqi Lin, Shiya Wang, Xingyu Lan. (12/2025). arXiv.
What is the application? Learning – Student Support, Communicating / Social Tools
Who is the user? Student
Which age? Middle School (6-8), High School (9-12)
Why use AI? Outcomes – Literacy, Outcomes – Other Academic, Outcomes – Social Emotional
Study design: Descriptive – Implementation and Use, Quantitative – OthersClassifying German Language Proficiency Levels Using Large Language Models
Elias-Leander Ahlers, Witold Brunsmann, Malte Schilling. (12/2025). arXiv.
What is the application? Teaching – Assessment and Feedback
Who is the user? Educator
Which age? Post-Secondary, Adult
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Differentiation
Study design: Technical – ComputationalSystematically Thinking About The Complexity Of Code Structuring Exercises At Introductory Level
Georgiana Haldeman, Peter Ohmann, Paul Denny. (12/2025). arXiv.
What is the application? Teaching – Instructional Materials
Who is the user?
Which age? Post-Secondary
Why use AI? Efficiency, Outcomes – Other Academic, Outcomes – Differentiation, Outcomes – Durable Skills
Study design: Descriptive – Product DevelopmentExploring ChatGPT's Capabilities, Stability, Potential And Risks In Conducting Psychological Counseling Through Simulations In School Counseling
Yang Ni, Yanzhuo Cao. (12/2025). arXiv.
What is the application? Learning – Student Support
Who is the user? Student
Which age? Post-Secondary
Why use AI? Outcomes – Social Emotional, Other
Study design: Descriptive – Product Development, Technical – Computational, Quantitative – OthersEnhancing Retrieval-Augmented Generation With Entity Linking For Educational Platforms
Francesco Granata, Francesco Poggi, Misael Mongiovì. (12/2025). arXiv.
What is the application? Learning – Student Support
Who is the user? Student
Which age? Post-Secondary
Why use AI? Outcomes – Other Academic
Study design: Technical – ComputationalReflection-Satisfaction Tradeoff: Investigating Impact Of Reflection On Student Engagement With Ai-Generated Programming Hints
Heeryung Choia, Tung Phungb, Mengyan Wuª, Adish Singlab, Christopher Brooksa. (12/2025). arXiv.
What is the application? Learning – Student Support
Who is the user? Student
Which age? Post-Secondary
Why use AI? Outcomes – Other Academic, Outcomes – Social Emotional, Outcomes – Durable Skills
Study design: Impact – Randomized Controlled Trial, Quantitative – Others
