Seventh anniversary collection

Leadership, teams & governance.

3,539 additional Creative Commons papers from 501 source journals and repositories. Open a paper, inspect its reuse license, and search the verified source with its agent.

Generative AI for education leadership · research and actionable companions →

Agentic education & the science of learning · browse by learner stage →

3105
Journal of Educational Evaluation for Health Professions2026-05-26CC BY 4.0

Large language model-generated versus teacher-written objective structured clinical examination stations for medical students: a blinded comparative pilot study

Piotr Szychowiak; Jonathan Wong-So; Hélène Messet; Mélanie Faure; Isaure Breteau; Simon Jamard; François Barbier; Maxime Desgrouas

10.3352/jeehp.2026.23.9

Agentic education & learning scienceSupporting AI learning scienceHigher educationAssessment & reasoning
3107
Neurology: Education2026-05-27CC BY 4.0

Education Research: Quality of Narrative Feedback Generated by a Large Language Model Compared With Expert Faculty for Case-Based Learning in Neurology Education

Hannah Fruitman; Sasha Severin; Atikul Miah; Christina Gao; Haelynn Gim; Carolyn Qian; Sang-O Park; Kelly Hou; Edward L Kong; Benjamin Cook; Jasmin Le; Brandon Stretton; John Maddison; Liam G McCoy; Luke Collins; Andrew Vanlint; Rudy Goh; Matthew Arnold; Aye Thant; Rani Priyanka Vasireddy; Doris Kung; Ashley M Paul; Haatem Reda; Tamara B Kaplan; Adam Karp; Galina Gheihman

10.1212/ne9.0000000000200320

Agentic education & learning scienceSupporting AI learning scienceAge / stage not establishedFeedback & scaffoldingAssessment & reasoningAccessibility & inclusion
3110
JMIR Medical Education2025-09-04CC BY 4.0

Development of a Clinical Clerkship Mentor Using Generative AI and Evaluation of Its Effectiveness in a Medical Student Trial Compared to Student Mentors: 2-Part Comparative Study

Hayato Ebihara; Hajime Kasai; Ikuo Shimizu; Kiyoshi Shikino; Hiroshi Tajima; Yasuhiko Kimura; Shoichi Ito

10.2196/76702

Agentic education & learning scienceSupporting AI learning scienceHigher educationFeedback & scaffoldingAssessment & reasoningAccessibility & inclusion
3114
JMIR Medical Education2026-08-18CC BY 4.0

Multiagent Large Language Model Framework for Psychotherapy Fidelity Assessment in Motivational Interviewing and Cognitive Behavioral Therapy Training: Cross-Sectional, Simulation-Based Evaluation Study

Mohammad Amin Kamaleddin; Mina Mirjalili; Reza Barzegar; Nghia Trung Le; Zachary Cote; Olga Winkler; Lisa Burback; Yanbo Zhang; Osmar R Zaiane; Candice Monson; Divya Sharma; Sri Krishnan; Andrew J Greenshaw; Richard Zeifman; Peter Selby; Venkat Bhat

10.2196/92964

Agentic education & learning scienceSupporting AI learning scienceAge / stage not establishedFeedback & scaffoldingMotivation & engagementAssessment & reasoning

SSRN leadership research

Verified SSRN-linked manuscripts appear in the collection with their exact source version and publication status. The 25 candidates below have Creative Commons signals in publisher or repository metadata, but their exact source files have not yet passed our review. They do not count toward the 7,000-paper milestone.

View candidates awaiting source verification (25)

This collection preserves original authorship and DOIs. It includes research across education, organizations, public institutions and health systems; transfer to a school setting requires judgment. A source-search agent finds unchanged passages and does not certify research quality. Source publishers and authors do not endorse this collection.