From Standards to Assessment: Using AI to Create Efficacy in the Educational Experience

In the waning days of the COVID epidemic the education community and, more widely the press, began to use the team learning loss to explain the drop in student performance. Learning loss and poor student performance in general invariably pointed to the student as the point of failure. As researchers we asked the question what if it wasn’t the students but perhaps a teaching, curriculum or assessment failure. With that in mind we set out to identify, in operational educational environments if AI could facilitate a gap analysis from the beginning to the end of the lifecycle of that knowledge. Using past research and live data from US Medical Schools, often thought to be among the most rigorous educational environments, we found a need for AI tools to help the education community align standards, curriculum, instruction, and assessment.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-29
DOI
https://doi.org/10.5281/zenodo.17227656
Primary Topic
Philosophy and Social Theory
Type
article
Field-Weighted Citation Impact
0.00
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article

From Standards to Assessment: Using AI to Create Efficacy in the Educational Experience

Zenodo (CERN European Organization for Nuclear Research)
Philosophy and Social Theory
article

From Standards to Assessment: Using AI to Create Efficacy in the Educational Experience

article en

Abstract

In the waning days of the COVID epidemic the education community and, more widely the press, began to use the team learning loss to explain the drop in student performance. Learning loss and poor student performance in general invariably pointed to the student as the point of failure. As researchers we asked the question what if it wasn’t the students but perhaps a teaching, curriculum or assessment failure. With that in mind we set out to identify, in operational educational environments if AI could facilitate a gap analysis from the beginning to the end of the lifecycle of that knowledge. Using past research and live data from US Medical Schools, often thought to be among the most rigorous educational environments, we found a need for AI tools to help the education community align standards, curriculum, instruction, and assessment.

Zenodo (CERN European Organization for Nuclear Research)
Vantage Power (United Kingdom) (GB), Vantage View (United States) (US)
Openalex Percentile: Top 37%
Philosophy and Social Theory
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