The Fairness Problem in Dance Competitions

TL;DR
I grew up with sports, where winning is clean and scorecards don't lie. Then I fell for dance, where performance meets interpretation and judging feels beautifully chaotic. A 2022 study explores how we might measure choreography more reliably. It made me wonder: can we find fairness in art without killing what makes it art?

I grew up on courts, not in studios.

Tennis taught me precision. Basketball taught me teamwork. Both taught me the simple comfort of rules. You win because the ball goes in, or it doesn’t. The game doesn’t care about your feelings.

Then came dance. I didn’t expect to fall for it, but it had everything I loved about sport. The training, the strategy, the thrill of performing under pressure. It also had something sports rarely gave me: vulnerability. Dance didn’t just test my body. It tested my willingness to be seen.

When I started competing, I felt that familiar heartbeat while waiting for results. Except this time, there wasn’t a stopwatch to decide who won. There were judges, scoresheets, and opinions.

When Art Becomes Sport

“Originally, the impression of the audience was considered to be the most important factor in evaluating hip-hop dance,” writes Nahoko Sato in a 2022 Frontiers in Psychology study, Improving reliability and validity in hip-hop dance assessment: Judging standards that elevate the sport and competition. “However, in recent years, hip-hop dance has become more competitive.” (Sato, 2022)

That shift, from audience thrill to analytical scoring, is where dance starts behaving like sport. But sport has metrics. Dance has meaning. And that’s where things get messy.

Sato’s research analyzed hip-hop competitions in Japan from 2014 to 2019. She explored how judges scored dancers across five categories: creativity, expression, impression, technical quality, and synchronization.

The results were revealing. Technical quality showed good reliability across judges. Clean turns, sharp timing, precise execution. Judges agreed.

But impression? The artistic and emotional category? Poor reliability. Judges didn’t align.

In other words, we can agree on clean movement. We can’t agree on what moves us.

The Absence of Shared Language

Here’s what struck me most:

“There are no levels of difficulty defined for technique, no criteria set for correct movement and no explanation provided for each scoring level,” Sato notes, “which suggests that each judge may have interpreted the criteria for evaluating hip-hop dance differently.” (Sato, 2022)

That’s not just a problem for competitions. It’s a metaphor for how we evaluate art in general. The absence of shared language invites bias. And bias, in this case, isn’t malicious. It’s human.

One judge might be drawn to storytelling. Another to synchronicity. Another to clean execution. All valid. All different.

Dance becomes a mirror for the people watching it.

What Sports Got Right

In sports, we chase objectivity. A ball crosses a line, a clock stops, a score tallies. There’s strange safety in that finality. But even in sport, subjectivity creeps in. The referee’s call, the figure skating judge’s score, the “was that really a foul?” moment that splits a crowd.

Gymnastics and figure skating have spent decades refining their judging systems. Every technique has a code of points. Each difficulty level is quantified. Their inter-judge reliability often exceeds 0.9 (Sato, 2022).

Dance competitions, however, are still more art than arithmetic. The absence of detailed criteria means judges rely on instinct as much as structure. And that’s where fairness becomes slippery.

I used to think fairness was the point. Now I wonder if fairness is just the frame, and the real picture is how we respond within it.

Structure That Sets You Free

Sato suggests building clearer definitions for what’s being judged, technical skill, creativity, expression, without stripping away individuality. She writes:

“A clear evaluation system or tool will help judges interpret the criteria in the same way, thus reducing score variabilitiy – Sato (2022)”

That doesn’t mean turning art into data. It means giving the art context. It means agreeing on what we mean when we say “musicality” or “expression.”

Creativity thrives on freedom, but it flourishes within rhythm. That might be true for judging too.

Dance doesn’t need less subjectivity. It needs informed subjectivity. Systems that guide, not govern. Rules that enhance fairness without flattening individuality.

Think of it like choreography itself. The structure makes the story visible.

The Challenge of Groups

What makes dance especially complex is that it’s often performed in groups. Unlike gymnastics, where one athlete is in motion, a choreography crew might have twenty dancers on stage. Judges must track unity, formation, musicality, and emotion simultaneously.

The human eye isn’t built for that level of split attention. Research cited by Sato notes that group routines are inherently harder to evaluate. Judges often miss details depending on where they’re seated or what they focus on (Sato, 2022).

Imagine trying to score five dancers moving as one. No wonder reliability drops.

Yet, that’s also the beauty of it. The harmony that feels larger than precision.

Sometimes the most synchronized teams aren’t technically perfect. But they make you feel something. And isn’t that what art is supposed to do?

What I’ve Learned

I’ve competed enough to know that scores don’t tell the whole story. The cleanest performance isn’t always the most compelling. The best dancers don’t always win.

But the pursuit of reliability isn’t about removing magic. It’s about giving dancers and judges a common language to celebrate excellence more fairly.

Maybe fairness in dance isn’t about reducing art to numbers. Maybe it’s about clarity. Knowing what we value and naming it honestly. Because when we define excellence, we give dancers a chance to reach for it with intention.

When I competed in sports, fairness meant the game decided. In dance, fairness feels like understanding. Like seeing the work behind the artistry.

And if we can refine that without losing the emotion, without losing the pulse, then maybe we’ve found something even better than objectivity. We’ve found integrity.

Closing Reflection

I still love that dance resists complete measurement. That’s its rebellion against reduction. But I also believe that making judging more transparent could deepen appreciation, not diminish it.

If a clearer system helps more people understand what makes choreography powerful, then we elevate both the art and the athlete.

Maybe the goal isn’t to eliminate bias. Maybe it’s to illuminate it. To see how our perceptions shape what we call “the best.”

After all, dance isn’t about perfection. It’s about connection. And if we can keep both the heart of art and the clarity of sport moving in rhythm, we might finally learn how to judge without losing the joy.

I still think like an athlete. I crave structure, rules, the comfort of knowing where I stand. Dance keeps reminding me that life doesn’t always give us scoreboards. Sometimes, we create our own criteria for what matters most.

Maybe that’s the quiet magic of it. In both art and life, the real victory isn’t being declared the winner. It’s finding your rhythm and daring to move anyway.

Reference

Sato, N. (2022). Improving reliability and validity in hip-hop dance assessment: Judging standards that elevate the sport and competition. Frontiers in Psychology, 13, 934158. https://doi.org/10.3389/fpsyg.2022.934158