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The Science of Structured Practice, Part 5: Building Top Performer Mental Models

Dec 6, 2024 9:54:20 PM

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Have you ever wondered why top performers consistently make better decisions even in new situations? The secret lies in their mental models - the sophisticated frameworks they use to understand situations and choose optimal approaches. These aren't just simple decision trees or memorized processes. They're rich, dynamic ways of seeing the world that transform how they recognize patterns and make decisions.

Here we'll explore how cognitive science and structured practice powered by immersive technology can help others develop stronger mental models that move closer to how top performers think. We'll show you how to capture top performers' mental models and share them at scale across your organization to drive better business outcomes.

Barriers to Changing Performance

Think about situations where a team member struggles to adopt a new approach. When learners' mental models have gaps or misconceptions, two critical barriers emerge:

GapsLearnersMentalModel

When learners' mental models have gaps, they miss important connections top performers see naturally. They struggle to apply new approaches confidently and can't adapt effectively to different situations.

Misconceptions

When misconceptions exist, learners often resist new approaches that conflict with their current understanding, applying knowledge inappropriately or falling back on familiar but suboptimal approaches.

Impact of Barriers on Skill Development

Let's explore why improving performance through better decision-making isn't as straightforward as traditional instructional approaches. Many learning designs treat skill development like knowledge transfer - presenting expert thinking, explaining what should be done, then testing application.

Consider these examples: sales teams learning complex stakeholder management, physicians adapting treatment strategies for complicated cases, or leaders developing nuanced coaching approaches.

In these situations, treating skill development like knowledge transfer doesn't work. Why? Because we're trying to force an expert's fully-developed mental models onto learners whose current understanding has gaps and misconceptions.

These barriers prevent learners from evolving their mental models. The result: no change in behavior.

A Fundamental Shift in Approach

This insight transforms how we think about developing performance: Instead of pushing subject matter expert mental models onto learners, we need to start with their current understanding - their mental model - and help them develop systematically.

TheParadigmShift

Think about how great mentors and coaches actually work. They don't just tell people what to do - they understand where their learners are starting from, put them in situations that reveal gaps in thinking, provide feedback that helps evolve their mental model, and guide them toward more sophisticated understanding.

This is why structured practice is so effective - it naturally builds from the learner's mental model rather than forcing expert models on them. But how do we systematize and scale this approach?

A Systematic Solution: The Mental Model Learning Framework™

Through years of research and practical application, we've developed a systematic framework that captures how great coaches and mentors develop mental models in others. By combining this framework with immersive learning technology, we can now extract and scale expert wisdom from any subject matter expert - whether they're natural coaches or not - making proven development approaches accessible across all domains.

MentalModelLearningFramework

The framework consists of four integrated steps that align with how top performers actually develop. At its core is a fundamental principle: start with the learner's mental model rather than imposing the expert's model.

1. Understanding the Real Performance Gap

Organizations tend to focus only on identifying optimal behaviors that aren't happening but should be, then telling people what to do differently. This reflects just the expert's mental model. The next critical step is discovering: What are people doing now? Their current actions reflect how they're thinking - their current mental models. Once we understand that, we have the real performance gap: what they're doing now versus what they should be doing instead.

2. Creating Authentic Decision Points

The performance gap itself reveals our decision points: current mental models leading to certain approaches, optimal ones leading to stronger mental models. With help from subject matter experts (SMEs), coaches, and top performers, you can identify specific situations where these gaps occur. This creates authentic scenarios that reflect real decision-making opportunities while revealing pathways to stronger mental models.

3. Developing Transformative Feedback

While SMEs readily share what should be done and why, that's not enough. The crucial insight comes from understanding why current approaches fall short and - most importantly - capturing the coaching wisdom that helps learners understand why. This is where nuance matters most: it's rarely about right or wrong, but about understanding subtle differences in thinking that lead to better outcomes.

4. Measure Decision-Making

Unlike traditional assessments that test knowledge recall, we track how learners' decision-making evolves - where they needed guidance, how their pattern recognition improves, and when they begin selecting optimal approaches. Through structured practice embedded in simulation technology, we can capture thousands of decisions and provide insights into how mental models develop over time.

Scaling Through Immersive Technology

Live coaching with expert mentors has always been the gold standard for developing top performers. The challenge? You can't clone your best coaches. Immersive simulation technology makes it possible to deliver structured practice methodology consistently across organizations.

Learners engage with realistic scenarios that develop their decision-making capabilities, receiving the same kind of nuanced feedback great coaches provide. The technology enables safe practice while measuring how decision-making develops over time.

Organizations can close performance gaps at scale through better decision-making in impactful situations across their teams - elevating everyone a little closer to being a top performer. Asset 29

 

Bringing It All Together

Through this series, we've explored how structured practice helps organizations develop top performer capabilities. From cognitive apprenticeship to cognitive flexibility, from authentic situations to mental models, these principles explain why some approaches to performance improvement succeed while others fall short.

Most importantly, we've seen how immersive technology makes it possible to scale these proven approaches. By capturing how top performers think and how great coaches develop others, we can now help teams systematically build the decision-making capabilities that drive better business outcomes.

Douglas Seifert, PhD

Written by Douglas Seifert, PhD

Doug leads a team at Syandus that combines cognitive science with game technology to create immersive structured practice experiences at scale. The team's innovative work has earned multiple National Science Foundation awards for advancing learning technology.