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Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task

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Science of Learning Strategy Series: Article 8, Managing Cognitive Load to Maximize Learning.

Thomas J Van Hoof¹, Megan A Sumeracki, Christopher R Madan

¹Dr. Van Hoof: Professor, University of Connecticut School of Nursing, Storrs, CT and Professor, Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, CT. Dr. Sumeracki: Professor, Department of Psychology, Rhode Island College, Providence, RI. Dr. Madan: Assistant Professor, School of Psychology, University of Nottingham, Nottingham, United Kingdom.

The Journal of Continuing Education in the Health Professions

|May 19, 2026

Summary

This summary is machine-generated.

Learning science offers evidence-based strategies like retrieval practice to enhance continuing professional development (CPD). Understanding cognitive load is key for effective learning and informed educational decisions in CPD.

Keywords:

cognitive load cognitive load theory continuing education continuing professional development learning science science of learning

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Area of Science:

Learning science
Cognitive psychology

Background:

Learning science provides evidence-based strategies for effective learning and memory.
Continuing professional development (CPD) can benefit from these strategies, which are currently underutilized.
Key strategies include distributed practice, retrieval practice, interleaving, elaboration, and contextual learning.

Purpose of the Study:

To highlight the relevance of learning science strategies for CPD.
To emphasize the importance of managing cognitive load in educational decision-making for CPD.
To inform CPD participants and planners about evidence-based learning techniques.

Main Methods:

Review of evidence-based learning science strategies.
Discussion of the application of these strategies in the context of CPD.
Explanation of the concept of cognitive load and its impact on learning.

Main Results:

Learning science strategies are highly relevant but underutilized in CPD.
Effective management of cognitive load is crucial for optimizing learning in CPD.
Informed educational decisions can be made by understanding learning science principles.

Conclusions:

CPD can be significantly improved by integrating learning science strategies.
Managing cognitive load is an essential evidence-based strategy for effective CPD.
Both participants and planners should leverage learning science for better educational outcomes.