Authentic assessment challenges in the era of GenAI

Microbiology education is underpinned by a range of skills and core concepts whose integration can support student learning and authentic assessment practices. However, the rapid development of generative artificial intelligence (GenAI) has prompted educators to reassess the validity of current assessment formats. This study compared student performance on a secure, laboratory-based exam with those on an unrestricted online exam. The findings indicated that high-performing students achieved comparable results regardless of assessment format, whereas low-performing students (ranked by the laboratory-based exam) performed as well as the high-performing students on the online exam. Overall, these results suggest that an integrated exam combining laboratory and theoretical concepts may offer a more valid approach to authentically assessing student learning.

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Publication Details

Journal
Microbiology Australia
Published
2026-11-11
DOI
https://doi.org/10.1071/ma26047
Primary Topic
Student Assessment and Feedback
Type
article
Field-Weighted Citation Impact
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article

Authentic assessment challenges in the era of GenAI

Megan G Waldhuber
Microbiology Australia
Student Assessment and Feedback
article

Authentic assessment challenges in the era of GenAI

Megan G Waldhuber
article en

Abstract

Microbiology education is underpinned by a range of skills and core concepts whose integration can support student learning and authentic assessment practices. However, the rapid development of generative artificial intelligence (GenAI) has prompted educators to reassess the validity of current assessment formats. This study compared student performance on a secure, laboratory-based exam with those on an unrestricted online exam. The findings indicated that high-performing students achieved comparable results regardless of assessment format, whereas low-performing students (ranked by the laboratory-based exam) performed as well as the high-performing students on the online exam. Overall, these results suggest that an integrated exam combining laboratory and theoretical concepts may offer a more valid approach to authentically assessing student learning.

Microbiology Australia
Monash University (AU)
Student Assessment and Feedback
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