Can medical Students' reflections reveal their AI readiness?
NCT ID NCT07775885
First seen Aug 20, 2026 · Last updated Aug 21, 2026 · Updated 1 time
Summary
This study looks at written self-assessments from fourth-year medical students after small-group discussions to see how often they mention six core medical competencies and AI literacy. Researchers will analyze about 500 de-identified reflection reports from a pathology and pharmacology course. The goal is to understand what students focus on in their reflections, which could inform how medical education is designed.
What this could mean
Our plain-language read of the trial. This is informational only, not medical advice or a prediction.
- What this could lead to
- This could help educators understand how medical students develop key skills and AI literacy, potentially shaping future training programs.
- What could go wrong
- The study is observational and relies on self-reported reflections, which may not fully capture actual competencies or AI literacy.
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Study facts
What this study's own registry entry says, in plain language.
- Participants
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About 450 people
The number the study aims to enrol. It can still change while the study runs.
- Expected to start
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Aug 2026
An estimate. Start dates often move.
- Expected to finish
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Dec 2028
An estimate. End dates often move.
- Lead sponsor
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Other sponsor
The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
Who is studied
fourth-year medical students
- Ages
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18 years and older
- Sex
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Anyone
- Healthy volunteers
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Accepted
You do not need to have the condition being studied to take part.
Show the full entry requirements Hide the full entry requirements
Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.
Inclusion Criteria: * Reports from the fourth-year medical students who completed an integrated pathology and pharmacology small-group discussion course at National Taiwan University during the 2023-2026 academic years. Exclusion Criteria: * Reports containing fewer than 300 words or lacking substantive reflection will be excluded.
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As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
How to take part
Only the study team decides who joins. These are the ways to reach them.
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The places running it
1 site. The list below names each one and where it is.
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The official record
ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.
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A doctor treating you
A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.
Contacts and locations
Locations
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National Taiwan University Hospital
Taipei, 100, Taiwan
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