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Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
Evaluating the appropriateness of electronic information resources for learning
Medical students found UpToDate, AccessMedicine, and Wikipedia equally effective for learning, despite UpToDate requiring more mental effort. All resources are appropriate for pre-clerkship education.
Area of Science:
- Medical Education Technology
- Cognitive Science in Learning
- Information Science
Background:
- US medical students increasingly use electronic resources like UpToDate, AccessMedicine, and Wikipedia for pre-clerkship education.
- The appropriateness of these resources, considering information quality and evidence level, remains unclear for early learners.
- This study examines mental effort and its impact on learning from these digital tools.
Purpose of the Study:
- To evaluate the appropriateness of UpToDate, AccessMedicine, and Wikipedia for first-year medical students' learning.
- To investigate the relationship between mental effort invested and learning outcomes.
- To assess the cognitive load associated with using different electronic information resources.
Main Methods:
- Eighteen first-year medical students interacted with UpToDate, AccessMedicine, and Wikipedia to learn about unstudied diseases.
- Eye movement metrics (fixation duration, count, visit duration, pupillary response) served as psychophysiological indicators of mental effort.
- Learning was assessed via multiple-choice tests, with qualitative data from interviews providing learner perceptions.
Main Results:
- UpToDate use correlated with significantly higher mental effort indicators (eye metrics) compared to AccessMedicine and Wikipedia.
- No significant difference in learning outcomes was observed across the three resources.
- Descriptive analysis indicated similar learning levels irrespective of the electronic resource utilized.
Conclusions:
- All evaluated electronic resources (UpToDate, AccessMedicine, Wikipedia) are appropriate for pre-clerkship medical learning based on outcomes.
- UpToDate alone may be less suitable for first-year students due to higher cognitive demands and potentially unmet information needs.
- Learner mental effort does not appear to be a limiting factor for learning with these resources at this educational level.
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