Evidence-Informed Learning Design: Creating Training to Improve Performance by Mirjam Neelen & Paul A. Kirschner Summary

1. Replace learning style myths with multimodal instructional design backed by cognitive science
2. Use split-attention effect research to integrate text-diagram pairs for optimal knowledge retention
3. Apply temporal contiguity principle by synchronizing audio-visual explanations in training materials
4. Balance design thinking methodologies with empirically validated learning science principles
5. Build performance support systems using Mirjam Neelen's three-phase evidence-informed design framework
6. Avoid "intuitive" learning solutions that contradict 30+ years of cognitive load research
7. Implement worked examples with integrated subgoals to accelerate complex skill development
8. Why learning styles myths persist despite overwhelming scientific evidence against them
9. How to conduct rapid prototyping cycles without compromising evidence-based design integrity
10. Mirjam Neelen's evidence-informed approach reduces training costs while improving knowledge transfer
11. Replace traditional needs analysis with performance-first learning gap identification strategies
12. Use interleaved practice schedules instead of massed repetition for long-term skill retention

About the Author

Mirjam Neelen and Paul A. Kirschner, authors of Evidence-Informed Learning Design: Creating Training to Improve Performance, are globally recognized experts in workplace learning and educational psychology. Neelen brings over 15 years of corporate experience from leadership roles at Accenture, Google, and Novartis, where she designs learning architectures for global workforces.

Kirschner, an Emeritus Professor at the Open University of the Netherlands, is a seminal figure in instructional design research and co-author of foundational works like How Learning Happens and Urban Myths about Learning and Education. Their collaboration extends to the influential 3-Star Learning Experiences blog, which advocates for training that is effective, efficient, and enjoyable—principles central to their book’s framework.

The book synthesizes decades of peer-reviewed research into actionable strategies for corporate trainers and instructional designers, debunking neuromyths while addressing modern challenges like AI-enhanced learning. Translated into 12 languages, it has become a standard text in university L&D programs and multinational training departments. Kirschner’s prior works are widely adopted in teacher education, while Neelen’s industry models are implemented across Fortune 500 companies.

FAQs About This Book

What is Evidence-Informed Learning Design about?

This book teaches L&D professionals how to create training programs using scientifically validated methods, combining Mirjam Neelen's 15+ years at organizations like Novartis and Google with learning science research. It debunks myths like the 70/20/10 model while providing frameworks for designing practice-heavy, measurable learning experiences that drive real workplace performance improvements.

Who should read Evidence-Informed Learning Design?

Corporate trainers, instructional designers, and HR leaders seeking research-based methods to improve workplace training ROI. It’s particularly valuable for L&D teams in regulated industries like pharmaceuticals or tech needing compliant, scalable skill development solutions. The book assumes basic instructional design knowledge but explains complex concepts clearly.

Is Evidence-Informed Learning Design worth reading in 2025?

Yes, its focus on timeless learning principles and adaptive frameworks makes it particularly relevant for 2025’s challenges of AI integration and rapid reskilling needs. The evidence-based approach helps organizations cut through trend-driven solutions to build future-proof training programs, with updated examples reflecting modern digital workplace realities.

What are the key concepts in Evidence-Informed Learning Design?

• Practice Engineering: 40% of learning time should involve deliberate practice
• Myth Busting: Disproves common L&D assumptions like self-directed learning effectiveness
• Research Synthesis: Teaches how to evaluate and apply learning science studies
• Data-Driven Design: Metrics framework for tracking skill transfer to workplaces

How does Neelen’s approach differ from traditional L&D methods?

Neelen rejects intuition-based design in favor of cognitive load-optimized learning sequences. Unlike traditional models focused on content delivery, her method prioritizes spaced practice intervals and performance support tools. The book shows how to replace popular but unsupported concepts like learning styles with evidence-based alternatives.

What famous quotes come from Evidence-Informed Learning Design?

• “Designing without evidence is like building skyscrapers without engineering principles”
• “Practice isn’t part of learning – practice is learning”
• “Our obsession with novelty makes us forget 80 years of proven science”

How does the book address modern skills development challenges?

Chapter 9 specifically tackles rapid reskilling needs through modular, just-in-time learning architectures. Neelen provides a 5-step framework for identifying critical skills gaps and designing targeted micro-practice environments. Includes case studies from pharmaceutical sales training and tech onboarding programs.

How does this compare to other L&D books like Make It Stick?

While both emphasize evidence-based practice, Neelen’s work focuses specifically on corporate application rather than academic settings. It offers more implementation tools like ROI calculators and stakeholder alignment templates compared to theoretical works. The book uniquely addresses hybrid learning ecosystems and digital adoption challenges.

What criticisms exist of Evidence-Informed Learning Design?

Some practitioners note the rigorous research requirements may overwhelm small L&D teams. The focus on quantitative metrics could underemphasize soft skills development. However, Neelen addresses these concerns in later chapters with scalable validation techniques and balanced assessment models.

How can I apply these concepts without a big training budget?

The book includes a "Lean Learning Design" chapter with:

1. Free cognitive load assessment tools
2. Low-tech practice simulation ideas
3. Open-access research repositories
4. Stakeholder education templates

Case studies show implementations under $5k budget achieving 23% performance lifts.

What certifications complement this book’s teachings?

Neelen recommends pairing with:

• ATD’s Evidence-Based Design credential
• CIPD’s Learning Analytics modules
• LinkedIn’s Learning Science for Professionals course

Appendix B provides detailed pathway comparisons and skill gap analysis tools.

Why is Mirjam Neelen qualified to write this book?

With 15+ years leading L&D at Novartis, Google, and Accenture plus advanced degrees in Learning Sciences and Psycholinguistics, Neelen uniquely combines academic rigor with corporate pragmatism. Her work redesigning global sales training programs for 100k+ employees informs the book’s actionable frameworks.