The Challenge Algorithm: Moving Athletes Beyond Labels

By Coach Barry Jones
IIHF Level 3 High Performance | USA Hockey Level 3 Performance

 

One of the greatest dangers in youth sport is the label.

Elite.

Development.

A Team.

B Team.

Advanced.

Beginner.

Labels can be useful for organising environments, but they can also become prisons. Once an athlete is labelled, expectations often follow. Coaches begin seeing the label rather than the person. Athletes begin believing the label rather than recognising their potential.

Over time, development can become fixed.

This was something I desperately wanted to avoid.

In Part 4 of this series, I introduced three developmental profiles: New to the Game, Age Appropriate, and Performance. Importantly, these profiles were never designed as permanent categories.

They were simply reference points.

Coaching tools.

Starting positions.

Athletes were not placed into boxes.

They were placed into environments.

Because development is not linear.

It is dynamic.

 

Development Is Not a Ladder

Traditional player pathways often resemble ladders.

Athletes climb upwards.

Promotion is celebrated.

Moving down is viewed as failure.

The problem is that human development rarely behaves this way.

Athletes progress rapidly in some areas and slowly in others.

A player may possess elite skating but struggle with tactical understanding.

Another may process the game exceptionally well but lack confidence.

Some athletes require challenge.

Others require support.

Most require both.

I began to think about development differently.

Development is not a ladder.

It is an ecosystem.

Athletes move.

They adapt.

They explore.

They experience different roles.

They encounter different challenge rates.

The environment changes.

The athlete changes.

Learning emerges through interaction.

 

Introducing the Challenge Algorithm

Using both game-day observations and training data, athletes could move outside their usual developmental profile for specific tasks, stations, or sessions.

I came to refer to this as the Challenge Algorithm.

The purpose was simple:

Create different learning opportunities without permanently changing the athlete's developmental profile.

A New to the Game athlete may spend a week training alongside the Age Appropriate group.

An Age Appropriate athlete may train with the Performance group.

A Performance athlete may drop into another profile to provide leadership and mentorship.

These movements were intentional.

The objective was not to accelerate promotion.

The objective was to manipulate challenge.

 

Stretching the New to the Game Athlete

For a New to the Game athlete, training with the Age Appropriate group provided something incredibly valuable.

Exposure.

The athlete experienced:

• Faster decision-making demands.

• Increased pressure.

• Different solutions.

• New examples of success.

Importantly, these experiences were carefully managed.

The objective was not overwhelm.

The objective was to stretch.

The athlete returned to their regular profile carrying new experiences, new confidence, and often a greater understanding of what was possible.

 

Challenging the Age Appropriate Athlete

The Age Appropriate athlete occupied a unique position within the environment.

These athletes frequently moved in both directions.

At times, they trained with the Performance group to experience:

• Increased speed.

• Reduced time and space.

• More complex tactical problems.

• Greater decision-making demands.

On other occasions, they worked alongside New to the Game athletes.

This served an equally important purpose.

It created leadership.

Mentorship.

Empathy.

Teaching others often deepened their own understanding.

The athlete simultaneously became learner and leader.

 

Keeping the Performance Athlete Engaged

One of the most common challenges in grassroots environments is retaining high-performing athletes.

If the environment consistently fails to challenge them, disengagement often follows.

The Challenge Algorithm provided a solution.

Performance athletes experienced:

• Increased tactical responsibility.

• Reduced affordances.

• Additional constraints.

• Leadership expectations.

• Mentoring opportunities.

Importantly, Performance athletes also regularly moved into other developmental groups.

This was not punishment.

It was development.

Leadership is a performance behaviour.

So is communication.

So is helping others succeed.

These athletes learned that high performance extends beyond personal outcomes.

It includes elevating those around you.

 

Changing the Challenge Rate

An unexpected outcome emerged.

Whenever athletes moved between profiles, the challenge landscape changed for everyone.

The presence of a Performance athlete increased tempo.

The presence of a New to the Game athlete changed support requirements.

The entire environment reorganised itself.

Different behaviours emerged.

New problems appeared.

Different solutions were discovered.

The environment itself became more adaptable.

This variability proved incredibly valuable.

 

Everyone Samples the Ecosystem

Over a twenty-week season, every athlete experienced multiple roles.

Everyone had opportunities to lead.

Everyone had opportunities to support.

Everyone had opportunities to be challenged.

Everyone had opportunities to experience success.

Importantly, I did not overload athletes with constant movement.

The changes were subtle.

Just enough variability to create difference.

Just enough uncertainty to invite adaptation.

Just enough challenge to maintain engagement.

The Goldilocks Paradigm remained central.

Not too hard.

Not too easy.

Just right.

 

Beyond Skill Development

Perhaps the greatest benefit of the Challenge Algorithm was psychological.

Athletes developed empathy.

Performance athletes understood the challenges faced by beginners.

New to the Game athletes gained access to positive role models.

Age Appropriate athletes discovered leadership capabilities.

Team cohesion strengthened.

Athletes stopped viewing one another through the lens of ability.

They began seeing teammates.

This changed the culture.

The environment evolved from a collection of individuals into a developmental community.

 

More Than a Label

Grassroots coaches often ask:

"How do I challenge everyone?"

The answer may not lie in creating more drills.

It may lie in creating more movement.

More interaction.

More mentorship.

More leadership.

More opportunities to experience different perspectives.

Because athletes are not fixed.

Development is not fixed.

Labels are not fixed.

The Challenge Algorithm simply recognised this reality.

Athletes grow through challenge.

Teams grow through connection.

And environments grow through movement.

Perhaps that is one of the most important lessons grassroots sport can teach.

Development is not a ladder.

It is an ecosystem.

 

Author Bio

Barry Jones is an IIHF Level 3 High Performance Coach and USA Hockey Level 3 Performance Coach. His work blends ecological dynamics, nonlinear design, and athlete-centred leadership to build adaptive teams that thrive in uncertainty. He is also the developer of Task Sketch, a tool designed to support coaches in creating game-representative training environments.