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 →

3466
BMC Medical Education2026-04-29CC BY 4.0

Sufficient and necessary conditions for ChatGPT adoption in medical education: a combined partial least square-structural equation modelling and necessary condition analysis

Keng Sheng Chew; Shirly Siew-Ling Wong; Say Keat Ooi; Zhi Jun Lim; Gregg Griffin Jensen; Nur Nayli Zulaikha Khairul Azri; Latchumy Shanmuganathan

10.1186/s12909-026-09244-1

Agentic education & learning scienceSupporting AI learning scienceHigher educationMotivation & engagementAssessment & reasoning
3471
Frontiers in Psychology2025-12-03CC BY 4.0

Perceived satisfaction, perceived usefulness, and interactive learning environments as predictors of university students’ self-regulation in the context of GenAI-assisted learning: an empirical study in mainland China

Zhiwei Liu; Yan Zhao; Haode Zuo; Yongjing Lu

10.3389/fpsyg.2025.1599478

Agentic education & learning scienceSupporting AI learning scienceHigher educationSelf-regulation & metacognitionMotivation & engagement

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.