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Quantitative – Others
Research synthesis is AI-generated, human reviewed. Updated 05/2026.
Displaying 1 - 30 of 616
Beyond Helpfulness: A Teaching-Over-Solving Diagnostic For Measuring Educational Impact In LLM Tutors
Junyi Yao, Zihao Zheng, Baichuan Li. (08/2026). arXiv. https://arxiv.org/abs/2606.16206v2
Practical Implementation Report On Introducing Spec-Driven Development Using AI Agents In Software Development Pbl
Hidetake Tanaka, Hiroshi Igaki, Kazumasa Shimari, Kiyoshi Honda, Naoki Fukuyasu. (08/2026). arXiv. https://arxiv.org/abs/2608.30572v1
When Saying No Makes Better Videos: Designing Dual Gatekeeping For Pedagogically Grounded AI Content Creation
Yearim Kim, Injun Baek, Nojun Kwak. (08/2026). arXiv. https://arxiv.org/abs/2608.19812v2
When LLMs Slow Down: How Environmental Impacts Mediate University Students' LLM Usage
Hyeonwook Kim, Xuesi Chen, Alex Cabral, Cindy Kaiying Lin, Udit Gupta, Josiah Hester. (08/2026). arXiv. https://arxiv.org/abs/2608.23968v1
The AI Adaptation Gap In Higher Education: Students, Faculty, And Administrative Staff
Yuriy S. Braun, Salavat M. Khafizov. (08/2026). arXiv. https://arxiv.org/abs/2608.25063v1
Security Education In Higher Education Through AI-Powered Gamification
Bingjun Li, Christopher Buzaid, Weihao Qu. (08/2026). arXiv. https://arxiv.org/abs/2608.24778v1
When LLMs Slow Down: How Environmental Impacts Mediate University Students'LLM Usage
Hyeonwook Kim, Xuesi Chen, Alex Cabral, Cindy Kaiying Lin, Udit Gupta, Josiah Hester. (08/2026). arXiv. https://arxiv.org/abs/2608.23968v1
Evaluation In The Age Of AI: Output As Evidence Of Learning
Md Zarzees Uddin Shah Chowdhury, Samin Rahman Khan. (08/2026). arXiv. https://arxiv.org/abs/2608.22660v1
Tutortrace: A Dataset And Taxonomy For Classifying Learner Behavioral States During AI-Assisted Programming Education
David Barron, Xiaohang Tang, Rezky Dwisantika, Minsun Kim, David H. Smith IV, Jiaming Cui, Yan Chen. (08/2026). arXiv. https://arxiv.org/abs/2608.26184v1
Large-Scale AI Grading Of Handwritten Physics Assessments: Score Agreement And Olympiad Team Selection Outcomes
Praveen Pathak, Siddharth Tiwary, Charudatt Kadolkar, Vijay Singh, David Rakestraw, Shirish Pathare, Anwesh Mazumdar. (08/2026). arXiv. https://arxiv.org/abs/2608.20521v1
ChatGPT Solves All Tested Qiskit Homework Assignments
Alexei Kaltchenko, Gurnivaj Tiwana. (08/2026). arXiv. https://arxiv.org/abs/2608.19707v1
Do Assessment Instruments Measure The Same Thing For Humans And LLMs? A Latent Structure Analysis
Alona Strugatski, Licol Zeinfeld, Giora Alexandron. (08/2026). arXiv. https://arxiv.org/abs/2608.15630v1
AI-Generated Interactive Fiction For Educational Use: A Pilot Study Of Perceived Comprehensibility, Coherence, And Engagement
F. Rogosch, A. Schrader. (08/2026). arXiv. https://arxiv.org/abs/2608.10818v1
Cyberagents: Structured Autonomy For Agentic Gamified Learning In Cybersecurity
Ivan Hornung, Deepthi Marasinghe Arachchige, Tharindu Kumarage, Garima Agrawal, Yuli Deng, Ying-Chih Chen, Huan Liu. (08/2026). arXiv. https://arxiv.org/abs/2608.07965v1
Curriculum As Code: An AI-Assisted Architecture For Instructional Design In STEM Education
Henrique Mohallem Paiva. (08/2026). arXiv. https://arxiv.org/abs/2608.07364v1
A Bottom-Up Taxonomy Of Student Discourse With A Socratic AI Physics Tutor
Syed Furqan Abbas Hashmi, N. Sanjay Rebello. (08/2026). arXiv. https://arxiv.org/abs/2608.07373v1
From Retrieval To Synthesis: Repair Literacy And The Domestication Of Generative AI
Tawfiq Ammari, Meilun Chen, S M Mehedi Zaman, Kiran Garimella. (08/2026). arXiv. https://arxiv.org/abs/2601.20749v3
How Students (Really) Use ChatGPT: Uncovering Experiences Among Undergraduate Students
Tawfiq Ammari, Meilun Chen, S M Mehedi Zaman, Kiran Garimella. (08/2026). arXiv. https://arxiv.org/abs/2505.24126v5
Eduzone: A Framework For Evaluating LLM Safety For K-12 Students And Teachers
Junyeong Park, Jieun Han, Haneul Yoo, So-Yeon Ahn, Jinsung Yoon, Alice Oh. (08/2026). arXiv. https://arxiv.org/abs/2608.02024v1
Reflection-Satisfaction Tradeoff: Investigating Impact Of Reflection On Student Engagement With AI-Generated Programming Hints
Heeryung Choia, Tung Phungb, Mengyan Wu, Adish Singlab, Christopher Brooksa. (08/2026). arXiv. https://arxiv.org/abs/2512.04630v2
Can AI deliver appropriate support for diverse student profiles?: A large-scale evaluation
Sonsoles López-Pernas, Eduardo Oliveira, Kamila Misiejuk, Fitsum Gizachew Deriba, Rogers Kaliisa, Mohammed Saqr. (08/2026). Computers in Human Behavior: Artifical Humans. https://pdf.sciencedirectassets.com/783247/1-s2.0-S2949882126X20023/1-s2.0-S294…
When LLM Essays Outscore Student Essays: What A Korean Writing Rubric Rewards And Where Readers Disagree
Shinwoo Park, Yo-Sub Han. (08/2026). arXiv. https://arxiv.org/abs/2601.19913v4
Students' Epistemological Beliefs And Their Chatbot Preferences In AI-Mediated Physics Learning
Amogh Sirnoorkar, Omkar Mamidpalliwar. (07/2026). arXiv. https://arxiv.org/abs/2607.29385v1
The Theoretical Foundation Of Socratic Tests: Dynamic, Multimodal, Conversational Examinations
Ilya Mikhelson. (07/2026). arXiv. https://arxiv.org/abs/2607.29624v1
Agreement Is Not Quality: Blind Expert Verification Of Human And LLM Qualitative Coding When Human Consensus Is Not Ground Truth
Alex Liu, Lief Esbenshade, Michael Xiao, Victor Tian, Zachary Zhang, Kevin He, Min Sun. (07/2026). arXiv. https://arxiv.org/abs/2607.28890v1
Student Perceptions And Preferences Regarding AI-Generated Instructional Videos In Computing Education
Esse Ciego, Shubbhi Taneja, Wilson Wong, Amanpreet Kapoor. (07/2026). arXiv. https://arxiv.org/abs/2607.28203v1
Four Years Of Genai: How Educators And Industry Adapted Their Assessment Strategies
May Mahmoud, Nisa Shahid, Izah Sohail, Gulshan Sharma, Hanan Salam, Sarah Nadi. (07/2026). arXiv. https://arxiv.org/abs/2607.24246v2
Designing Needs- And Attention-Aware AI Learning Tools For Engineering Education: Insights From Psychological Outcomes
Kevin Zhongyang Shao, Denise Wilson, Yale Quan, Sep Makhsous. (07/2026). arXiv. https://arxiv.org/abs/2607.26338v1
Beyond Direct Answering: Aligning Educational LLMs As Socratic Guides Via Heuristic Reinforcement Learning
Xiaokun Wang, Siyu Song, Wentao Liu, Xiaodong Zou. (07/2026). arXiv. https://arxiv.org/abs/2607.22996v1
Did Alice Do Wrong? Cross-Cultural Differences In Student Perceptions Of Generative AI Use In University Computing Education
Brian Harrington, Irina Zlotnikova, Gayathri Nadarajan, Samuel Ekundayo. (07/2026). arXiv. https://arxiv.org/abs/2607.19699v1
