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Rethinking Medical Student Assessment in Crisis Situations: The Role of Artificial Intelligence

    Authors

    • Somayeh Akbari Farmad 1, 2
    • Azam Norouzi 1, 2

    1 Medical Sciences Educational Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.

    2 Department of Medical Education, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.

,
Articles in Press

Document Type : Letter to Editor

10.22038/hmed.2026.95259.1599
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Abstract

Assessment is a key component of learning in medical education. Wars, humanitarian crises, and disruptions to educational infrastructure have shown that traditional assessment methods, especially face-to-face, high-stakes assessments, are not sufficiently effective and fair in times of crisis. They also have limitations in measuring complex competencies such as clinical reasoning, communication skills, decision-making, and resilience under pressure. In contrast, competency-based assessment approaches and longitudinal and formative assessments provide greater flexibility for continuing education and assessment in a crisis. Recent advances in artificial intelligence have also created new opportunities for designing clinical scenarios, adaptive testing, virtual patients, virtual OSCEs, and providing automated feedback. However, challenges such as algorithmic bias, overreliance on automated systems, and limitations of technology infrastructure in crisis settings highlight the need for cautious use of this technology.
Accordingly, the use of a hybrid assessment model is suggested, while maintaining the central role of faculty members and using artificial intelligence as an assistant tool. Also, developing competency-based assessments, using diverse assessment methods and paying attention to the different conditions of students during times of crisis can help improve educational quality and equity.

Keywords

  • student assessment
  • Artificial intelligence
  • Competency-based assessment
  • Crisis and war conditions
  • Hybrid assessment model
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Horizon of Medical Education Development

Articles in Press, Accepted Manuscript
Available Online from 22 June 2026
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APA

Akbari Farmad, S. and Norouzi, A. (2026). Rethinking Medical Student Assessment in Crisis Situations: The Role of Artificial Intelligence. Horizon of Medical Education Development, (), -. doi: 10.22038/hmed.2026.95259.1599

MLA

Akbari Farmad, S. , and Norouzi, A. . "Rethinking Medical Student Assessment in Crisis Situations: The Role of Artificial Intelligence", Horizon of Medical Education Development, , , 2026, -. doi: 10.22038/hmed.2026.95259.1599

HARVARD

Akbari Farmad, S., Norouzi, A. (2026). 'Rethinking Medical Student Assessment in Crisis Situations: The Role of Artificial Intelligence', Horizon of Medical Education Development, (), pp. -. doi: 10.22038/hmed.2026.95259.1599

CHICAGO

S. Akbari Farmad and A. Norouzi, "Rethinking Medical Student Assessment in Crisis Situations: The Role of Artificial Intelligence," Horizon of Medical Education Development, (2026): -, doi: 10.22038/hmed.2026.95259.1599

VANCOUVER

Akbari Farmad, S., Norouzi, A. Rethinking Medical Student Assessment in Crisis Situations: The Role of Artificial Intelligence. Horizon of Medical Education Development, 2026; (): -. doi: 10.22038/hmed.2026.95259.1599

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