AI in Health Systems, Management & Education

Can Generative AI Strengthen Critical Thinking? A Pedagogical Framework for LLM Integration in Higher Education
A pedagogical framework for integrating large language models into higher education in ways that strengthen, rather than replace, critical thinking.
Reading time: 8 minutes
AI in Health Systems, Management & Education, Artificial Intelligence
November 20, 2025
Artificial Intelligence Is Reshaping Health Systems—What the WHO Europe Readiness Report Really Says
Key findings of the WHO Europe report on AI readiness in health systems: adoption, governance gaps and what countries need to do next.
Reading time: 8 minutes
AI in Health Systems, Management & Education, Artificial Intelligence
September 6, 2025
Bridging the GenAI Divide: From Pilots to Profits
The GenAI divide: why most business generative AI pilots fail to deliver profits, based on the MIT NANDA 2025 report.
Reading time: 4 minutes
AI in Health Systems, Management & Education, Artificial Intelligence, Health Workforce & Nursing
August 12, 2025
Nursing Entrepreneurial Ability: Influencing Factors and Development Strategies
What influences nurses’ entrepreneurial ability, and strategies to develop it, based on a machine learning study.
Reading time: 3 minutes
Digital Health, AI, and Evidence-Based Medicine in Future Physicians
Medical students’ digital health competences and beliefs about AI in evidence-based medicine: survey findings.
Reading time: 3 minutes
AI in Healthcare: Promises, Pitfalls, and Pathways Forward
AI in healthcare: the promises, pitfalls and pathways forward for safe and effective adoption.
Reading time: 3 minutes
AI in Health Systems, Management & Education, Artificial Intelligence, Leadership & Organizational Behaviour
July 23, 2025
Neural Mechanisms of Hospital Decision-Making
Neural mechanisms of hospital managers’ decision-making: what neuroscience reveals about administrative choices.
Reading time: 7 minutes
AI’s Role in Sustainable Hospital Management
How artificial intelligence can support sustainable hospital management: applications, benefits and implementation challenges.
Reading time: 4 minutes
AI’s Impact on Healthcare: Efficiency, Accuracy, and Innovation
How AI is improving efficiency, accuracy and innovation in healthcare, with key applications and limitations.
Reading time: 4 minutes
AI in Healthcare Administration: Revolution or Risky Disruption?
AI in healthcare administration: opportunities for efficiency and decision-making, risks of bias and privacy, and what leaders need for adoption.
Reading time: 5 minutes
Physician Attitudes on AI in Primary Care
Navigating the doctor-patient-AI relationship: physician attitudes towards AI in primary care.
Reading time: 5 minutes
AI Clinical Support and Healthcare Worker Satisfaction
Healthcare professionals’ satisfaction with AI-based clinical decision support: what drives acceptance and use.
Reading time: 3 minutes
GenAI’s Impact on Green Innovation for SMEs
How generative AI capabilities drive green innovation in internationalising small and medium-sized enterprises.
Reading time: 4 minutes
AI in Online Learning: Supporting Shared Regulation
How AI can support socially shared regulation of learning in online group work: focus groups with 30 students and seven TPACK-based design elements.
Reading time: 4 minutes
AI in Health Systems, Management & Education, Artificial Intelligence, Health Professions Education
July 11, 2025
AI Accuracy in Cardiovascular Pharmacology Education
How accurate are AI chatbots in cardiovascular pharmacology education? An evaluation of answers to exam-style questions.
Reading time: 4 minutes
AI in Health Systems, Management & Education, Artificial Intelligence, Health Professions Education
July 7, 2025
AI in Nursing Simulation and Education
A scoping review of how artificial intelligence is integrated into nursing simulation and education.
Reading time: 5 minutes
Unlocking Patient Resistance to AI in Healthcare
Why some patients resist AI in healthcare: the psychological drivers of resistance and how to address them.
Reading time: 8 minutes
AI in Health Professions Education Assessment
of AMEE Guide No. 178 on artificial intelligence in assessment in health professions education: uses, risks and good practice.
Reading time: 2 minutes
Why AI Fails to Transform Hospital Practices
Why AI often fails to transform hospital practices: organisational, technical and human barriers.
Reading time: 4 minutes



















