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Learning Diagnostic Reasoning Through AI

Effectiveness of AI-Generated Questions and Feedback in Learning Diagnostic Reasoning: An Experimental Study

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT06754826
Enrollment
71
Registered
2025-01-01
Start date
2025-01-27
Completion date
2025-02-16
Last updated
2025-03-24

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Artificial Intelligence (AI), Clinical Reasoning, Feedback, Medical Education

Keywords

artificial intelligence, diagnostic reasoning, clinical reasoning, medical education, feedback

Brief summary

This experiment aims to determine the effect of AI-generated questions and feedback on diagnostic reasoning in preclinical medical students. Main Research Question: What is the effect of AI-generated questions and feedback on diagnostic reasoning skills in preclinical medical students?

Detailed description

This study involves a two groups: 1. Intervention Group: Medical students will receive AI-generated questions and feedback related to five abdominal pain diagnoses. 2. Control Group: Medical students will not receive any intervention. Participants in the intervention group will undergo structured learning sessions consisted of AI-generated questions and feedback as a spaced repetition. Control group will not attend these sessions; they only receive their usual medical training. The diagnostic reasoning performance will be assessed using a video-based Objective Structured Clinical Examination: OSVE (Objective Structured Video Examination) where videos of patient-doctor encounters are shown to students and questions related to the video clip are asked. Written answers are marked in a standardised manner.

Interventions

OTHERAI-generated questions and feedback as a spaced repetition

Participants in the intervention group will undergo structured learning sessions consisted of AI-generated questions and feedback as a spaced repetition.

Sponsors

Gazi University
Lead SponsorOTHER

Study design

Allocation
NON_RANDOMIZED
Intervention model
PARALLEL
Primary purpose
BASIC_SCIENCE
Masking
NONE

Eligibility

Sex/Gender
ALL
Healthy volunteers
Yes

Inclusion criteria

Medical students in Gazi University Faculty of Medicine

Exclusion criteria

Medical students outside Gazi University Faculty of Medicine

Design outcomes

Primary

MeasureTime frameDescription
Diagnostic Reasoning Performanceup to 30 daysThe diagnostic reasoning performance will be assessed using a video-based Objective Structured Clinical Examination: OSVE (Objective Structured Video Examination) where videos of patient-doctor encounters are shown to students and questions related to the video clip are asked. Written answers are marked in a standardised manner.

Countries

Turkey (Türkiye)

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026