» Articles » PMID: 27031859

Cognitive Load and Self-Determination Theories Applied to E-Learning: Impact on Students' Participation and Academic Performance

Overview
Journal PLoS One
Date 2016 Apr 1
PMID 27031859
Citations 10
Authors
Affiliations
Soon will be listed here.
Abstract

Background: Emergency clerkships expose students to a stressful environment that require multiple tasks, which may have a direct impact on cognitive load and motivation for learning. To address this challenge, Cognitive Load Theory and Self Determination Theory provided the conceptual frameworks to the development of a Moodle-based online Emergency Medicine course, inspired by real clinical cases.

Methods: Three consecutive classes (2013-2015) of sixth-year medical students (n = 304) participated in the course, during a curricular and essentially practical emergency rotation. "Virtual Rounds" provided weekly virtual patients in narrative format and meaningful schemata to chief complaints, in order to simulate real rounds at Emergency Unit. Additional activities such as Extreme Decisions, Emergency Quiz and Electrocardiographic challenge offered different views of emergency care. Authors assessed student´s participation and its correlation with their academic performance. A survey evaluated students´ opinions. Students graduating in 2015 answered an online questionnaire to investigate cognitive load and motivation.

Results: Each student produced 1965 pageviews and spent 72 hours logged on. Although Clinical Emergency rotation has two months long, students accessed the online course during an average of 5.3 months. Virtual Rounds was the most accessed activity, and there was positive correlations between the number of hours logged on the platform and final grades on Emergency Medicine. Over 90% of students felt an improvement in their clinical reasoning and considered themselves better prepared for rendering Emergency care. Considering a Likert scale from 1 (minimum load) to 7 (maximum load), the scores for total cognitive load were 4.79±2.2 for Virtual Rounds and 5.56±1.96 for real medical rounds(p<0,01).

Conclusions: A real-world inspired online course, based on cognitive and motivational conceptual frameworks, seems to be a strong tool to engage students in learning. It may support them to manage the cognitive challenges involved in clinical care and increase their motivation for learning.

Citing Articles

Application of the hierarchical model of intrinsic and extrinsic motivation in the context of exercise: a systematic review.

Viveiros B, Jacinto M, Antunes R, Matos R, Amaro N, Cid L Front Psychol. 2025; 16:1512270.

PMID: 40018005 PMC: 11865087. DOI: 10.3389/fpsyg.2025.1512270.


Fighting Zoom fatigue: Evidence-based approaches in university online education.

Basch J, Albus P, Seufert T Sci Rep. 2025; 15(1):7091.

PMID: 40016357 PMC: 11868410. DOI: 10.1038/s41598-025-90973-6.


Web-Based Nutrition and Physical Activity Education Intervention to Ameliorate Cardiometabolic Risks: A Single-Arm and Non-Randomized Feasibility Study.

Ab Hamid M, Buhari S, Md Noor H, Ain Azizan N, Nor N J Prim Care Community Health. 2023; 14:21501319231214091.

PMID: 38041441 PMC: 10693787. DOI: 10.1177/21501319231214091.


Use of Cognitive Load Theory to Deploy Instructional Technology for Undergraduate Medical Education: a Scoping Review.

Hochstrasser K, Stoddard H Med Sci Educ. 2022; 32(2):553-559.

PMID: 35528294 PMC: 9054949. DOI: 10.1007/s40670-021-01499-1.


Encouraging communication and cooperation in e-learning: solving and creating new interdisciplinary case histories.

Ertl S, Steinmair D, Loffler-Stastka H GMS J Med Educ. 2021; 38(3):Doc62.

PMID: 33824898 PMC: 7994877. DOI: 10.3205/zma001458.


References
1.
McLaughlin S, Hobgood C, Binder L, Manthey D . Impact of the Liaison Committee on Medical Education requirements for emergency medicine education at U.S. schools of medicine. Acad Emerg Med. 2005; 12(10):1003-9. DOI: 10.1197/j.aem.2005.05.029. View

2.
Coates W . An educator's guide to teaching emergency medicine to medical students. Acad Emerg Med. 2004; 11(3):300-6. DOI: 10.1111/j.1553-2712.2004.tb02215.x. View

3.
van Merrienboer J, Sweller J . Cognitive load theory in health professional education: design principles and strategies. Med Educ. 2010; 44(1):85-93. DOI: 10.1111/j.1365-2923.2009.03498.x. View

4.
Cook D, Dupras D . A practical guide to developing effective web-based learning. J Gen Intern Med. 2004; 19(6):698-707. PMC: 1492389. DOI: 10.1111/j.1525-1497.2004.30029.x. View

5.
Cook D, Triola M . Virtual patients: a critical literature review and proposed next steps. Med Educ. 2009; 43(4):303-11. DOI: 10.1111/j.1365-2923.2008.03286.x. View