How Hockey Analytics Is Changing Player Development (with Meghan Chayka)

🏒 How Hockey Analytics Is Changing the Game—for Girls Everywhere

🚨 What if the key to unlocking your full potential in hockey wasn’t just more ice time—but better information?

In this episode of Our Girls Play Hockey, Meghan Chayka—co-founder of Stathletes and a pioneer in hockey analytics—pulls back the curtain on how data is reshaping the sport at every level.

From the NHL to youth hockey, one thing is clear: the game is evolving—and players who understand it have a real advantage.

📊 The Shift: From “Eye Test” to Evidence

For decades, hockey decisions were driven by instinct—the “eye test.” But today, analytics adds a new layer of clarity.

At its core, hockey analytics answers questions like:

• Where are the best scoring chances coming from?

• Which players truly drive play?

• What habits lead to winning hockey?

One key concept Meghan highlights is expected goals—a measure of how likely a shot is to score based on factors like location and movement.

👉 Translation for players:
Not all shots are equal. The closer, quicker, and more deceptive the play… the better your chances.

🚀 What the Best Players Do Differently

So what actually separates elite players?

According to Meghan, the data consistently points to five key traits:

• Shot Quality – Creating dangerous chances, not just taking shots

• Vision & Passing – Seeing plays others don’t

• Skating – Speed, agility, and puck transport

• Deception – Keeping defenders guessing

• Handling Pressure – Performing in tight, physical spaces

These aren’t just pro-level skills—they’re development priorities.

🧠 Development Over Winning (Especially for Young Players)

One of the most important messages in this episode?

👉 Youth hockey should prioritize development—not systems or short-term wins.

Instead of copying NHL strategies, young players should focus on:

• Finding open ice

• Improving skating mechanics

• Making clean, effective passes

• Understanding where goals come from

The goal isn’t to win today—it’s to become the player who can win later.

📈 The Reality of the Data Era

Here’s the truth: players today can’t hide.

With modern tracking technology:

• Every shift is recorded

• Every play is analyzed

• Every strength and weakness is visible

But that’s not a bad thing—it’s an opportunity.

Players can now:

• Identify exactly what to improve

• Track their progress over time

• Use data to advocate for themselves

Think of it as your hockey resume—backed by proof.

👩‍💼 Breaking Barriers and Creating Opportunities

Meghan’s journey is also a powerful reminder that hockey careers don’t just happen on the ice.

She built a role that didn’t exist—and in doing so, opened doors for others.

Her advice for young women (and anyone pursuing hockey careers):

• Build technical skills (coding, stats, analytics)

• Stay curious and open to new paths

• Don’t fear failure—learn from it

• Lead with confidence and kindness

The future of hockey includes more voices, more perspectives, and more opportunities than ever before.

🔥 Final Takeaway

Analytics isn’t replacing the heart of hockey—it’s enhancing it.

The players who combine:

• Skill

• Awareness

• Data-driven insight

…are the ones who will stand out in the next generation of the game.

🎧 Want more insights like this?
Make sure you’re subscribed to Our Girls Play Hockey, and share this episode with a player, parent, or coach who’s ready to take their game to the next level.

Let’s keep growing the game—together.