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Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

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Published on: December 9, 2022

Concept mapping as a means of course evaluation.

Melanie S MacNeil¹

¹Department of Nursing, Brock University, St. Catharines, Ontario, Canada. mmacneil@brocku.ca

The Journal of Nursing Education

|June 6, 2007

Summary

Concept mapping effectively evaluates student understanding in science education. Post-lecture concept maps showed greater complexity, indicating improved comprehension of wellness concepts compared to traditional surveys.

Area of Science:

Health Studies
Educational Psychology

Background:

Concept mapping is a valuable pedagogical tool, particularly for science education.
Assessing student comprehension and course effectiveness is crucial in higher education.

Purpose of the Study:

To evaluate the utility of concept mapping as a course assessment tool in an undergraduate Wellness course.
To compare the effectiveness of concept mapping against traditional course surveys for evaluating student learning.

Main Methods:

Fourth-year undergraduate students in a Wellness course created pre- and post-lecture concept maps.
Concept maps were analyzed for diagram complexity and inter-parameter relationships.
Student-generated concept maps were compared to traditional course evaluation surveys.

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Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

Main Results:

Post-lecture concept maps demonstrated significantly greater detail and complexity than pre-lecture maps.
Increased map complexity indicated a clearer student understanding of wellness parameters.
Concept mapping provided more detailed insights into student learning priorities than traditional surveys.

Conclusions:

Concept mapping serves as an effective tool for assessing student comprehension in science-based courses.
This method offers meaningful feedback for refining course content and teaching strategies.
Further research is recommended to explore concept mapping for enhancing evaluative criteria and teaching effectiveness.