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Updated: May 26, 2026

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Published on: June 5, 2019
Use of an expert concept map as an advance organizer to improve understanding of respiratory failure
William B Cutrer1, Danny Castro, Kevin M Roy
1Division of Pediatric Critical Care, Department of Pediatrics, Vanderbilt University School of Medicine, TN 37232-9075, USA. bill.cutrer@vanderbilt.edu
Background:
Helping novices transition toward expertise requires "meaningful" learning. Advance organizers are educational tools which help connect prior knowledge with new information, a critical step in making learning meaningful. Concept maps visually represent knowledge organization and can serve as advance organizers enabling deeper and more meaningful learning while enhancing knowledge integration.
Aim:
To compare respiratory failure understanding of resident physicians instructed, using an expert concept map advance organizer with learners receiving traditional didactic teaching.
Methods:
Residents were randomized by month of service to receive either a control lecture or a session using an expert concept map as an advanced organizer. Participants completed three concept maps; pre-education (CM1), immediately post-education (CM2), and 1 week later (CM3). Concept maps were scored using a standardized structural scoring method.
Results:
Forty-six pediatric residents (23 control and 23 experimental) participated. To account for repeated measures within subjects, the generalized estimating equations method compared concept map improvement between groups. The experimental group improved significantly more than controls (CM1-CM2-CM3 p = 0.001; CM1-CM2 p = 0.001; and CM1-CM3 p = 0.017).
Conclusions:
Using an expert concept map as an advance organizer improves knowledge organization and integration while offering a tool to enhance deeper understanding of medical knowledge among resident physicians.
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