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Evidence-Based Education

Science of Learning and Cognition to Improve Student Outcomes

Research-proven Cognitive Load Theory strategies that build lasting knowledge and transform how students actually learn.

7±2
Working memory items
50%
Better retention
21+
Years experience
The Problem

Why "Just Google It" Fails Students

Modern education faces a cognitive crisis. Here is what research reveals about why external lookups undermine real learning.

Lack of Background Knowledge

Students cannot comprehend complex material without foundational schemas stored in long-term memory.

Working Memory Overload

External lookups create cognitive bottlenecks that prevent effective learning and knowledge transfer.

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No Critical Thinking

Students cannot analyze or think critically about information they have not yet internalized.

The Solution: Cognitive Load Theory

A research-proven framework for building essential knowledge while optimizing how students learn and retain information.

Expertise

Led by Professor Richard Karnia

Professor of Educational and Cognitive Psychology
Elgin Community College
Professor of Organizational Psychology
Colorado Technical University
The Science

Why Cognitive Load Theory Matters

Understanding how working memory, long-term memory, and instructional design interact.

Students in classroom

The Foundation of Learning

Cognitive Load Theory, developed by John Sweller, reveals how our brain architecture directly impacts learning effectiveness.

Working Memory

Limited capacity (7±2 items) where new information is processed. Overload here means learning failure.

Long-Term Memory

Unlimited capacity storage. Building schemas here equals permanent learning success.

"The way to make our students smarter is not to give them practice in thinking, but to give them more to think with."
— John Sweller, Founder of Cognitive Load Theory
Three Types

Understanding Cognitive Load

Master these three types to optimize learning effectiveness.

Intrinsic Load

The natural complexity of the material itself, depending on element interactivity and prior knowledge.

  • Simple facts = Low intrinsic load
  • Complex integration = High load
  • Must match student level
  • Cannot be eliminated, only optimized

Extraneous Load

Unnecessary cognitive burden from poor instructional design. Should be minimized or eliminated.

  • Confusing presentations
  • Split-attention effects
  • Irrelevant information
  • Poor visual design

Germane Load

Productive cognitive effort that builds schemas and automates knowledge in long-term memory.

  • Schema construction
  • Knowledge automation
  • Connecting to prior learning
  • Deep processing
Implementation

Six Proven Classroom Strategies

Research-backed techniques you can implement immediately.

1. Use Worked Examples

Start with fully solved problems, then gradually increase student independence as expertise develops.

The Research

Novices learning from worked examples show 50% better retention than those who attempt problems independently.

How to Apply

  • Show complete solution first
  • Fade guidance progressively
  • Use completion problems
  • Build to full independence
Worked example

2. Remove Irrelevant Information

Eliminate extraneous cognitive load by cutting inessential information and visual distractions.

Common Mistakes

Decorative images, excessive text, complex backgrounds, and tangential stories all steal cognitive resources.

Best Practices

  • Use simple, clean layouts
  • Only essential visuals
  • Chunk related information
  • Focus on key concepts
Clean design

3. Present Information Together

Avoid split-attention by presenting related information simultaneously rather than requiring mental integration.

The Split-Attention Effect

When learners split attention between separate sources, they waste cognitive resources on integration.

Integration Techniques

  • Embed labels in diagrams
  • Use integrated examples
  • Place text near visuals
  • Eliminate redundant sources
Integrated information

4. Use Dual Channels

Present information through both visual and auditory channels to expand effective working memory capacity.

Dual Coding Theory

Working memory has separate channels for visual and auditory processing. Using both increases total capacity.

Implementation

  • Narrate visual content
  • Provide visual diagrams
  • Use multimedia presentations
  • Balance both modalities
Audio visual learning

5. Connect to Prior Knowledge

Bridge new information to existing schemas through familiar concepts and previously taught material.

Schema Theory

Prior knowledge is the single best predictor of learning success. New information connects most efficiently to existing schemas.

Connection Strategies

  • Activate prior knowledge first
  • Use familiar examples
  • Build on previous lessons
  • Create conceptual bridges
Connected learning

6. Promote Overlearning

Practice beyond the point of initial mastery to make procedures automatic, freeing working memory for complex thinking.

Automaticity

With sufficient practice, knowledge becomes automatic and requires virtually no working memory.

Overlearning Methods

  • Distributed practice sessions
  • Spaced repetition
  • Varied practice contexts
  • Long-term review cycles
Practice and mastery
Services

Professional Development and Consulting

Comprehensive support for implementing CLT in your institution.

🧠

CLT Implementation Design

Custom Cognitive Load Theory frameworks that optimize instructional design and maximize learning effectiveness.

  • Curriculum-specific CLT applications
  • Working memory optimization
  • Schema-building sequences
🎓

Teacher Training

Comprehensive professional development for educators on implementing research-based CLT strategies.

  • Teacher training workshops
  • Administrator sessions
  • Ongoing coaching support
📈

Research and Data Analysis

Rigorous analysis of CLT implementation effectiveness with data collection and statistical validation.

  • Learning outcome measurement
  • Cognitive load assessment
  • Evidence-based refinement
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Instructional Design

Analyze and optimize your curriculum and teaching materials to reduce extraneous load.

  • Curriculum analysis
  • Material design recommendations
  • Assessment strategy alignment
🔬

Memory Optimization

Evidence-based consultation on optimizing working memory and building long-term schemas.

  • Schema construction techniques
  • Memory consolidation strategies
  • Automaticity development
📋

Assessment Design

Comprehensive evaluation using Content Validity Index (CVI) and Behaviorally Anchored Rating Scales (BARS).

  • Test question evaluation
  • BARS implementation
  • Teacher evaluation systems
Process

Implementation Process

1

Needs Assessment

Current practice analysis and CLT readiness evaluation to identify challenges and opportunities.

2

Custom Training

Tailored workshops on CLT principles specific to your curriculum and student population.

3

Implementation

Guided practice with classroom application support and ongoing coaching.

4

Evaluation

Measure impact through data collection and continuous improvement strategies.

Evidence-Based

Academic Research and Publications

Peer-reviewed research backing every recommendation.

11
Peer-Reviewed Publications
50+
Academic Citations
20K+
Research Reads
Featured

Publications

About

About Professor Richard Karnia

Professor Richard Karnia

Professor Richard Karnia brings a unique blend of Educational Psychology and Industrial-Organizational Psychology to the field of learning science. With dual master degrees and over two decades of teaching experience, he bridges theory and practice to create measurable improvements in student outcomes.

  • Professor of Educational and Cognitive PsychologyElgin Community College
  • Professor of Organizational PsychologyColorado Technical University
  • M.A. Industrial-Organizational PsychologyPurdue Global University
  • M.A. Educational LeadershipLamar University
  • 21+ Years Teaching ExperienceMultiple institutions including Bryant and Stratton College
Get Started

Transform Your Teaching Today

Contact Professor Karnia to implement evidence-based CLT strategies in your institution.

📧

Email

rkarnia@elgin.edu

Typically responds within 24 hours

📞

Phone

773-294-2298

Available for consultation calls

Ready to optimize learning outcomes?

Schedule a consultation to discuss how Cognitive Load Theory can transform your educational programs.

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