Football is a fundamentally pure sport, with straightforward rules and limited equipment required. Despite this, the modern game has undergone a data revolution in recent decades, leading to the development of advanced predictive models that aim to eliminate uncertainty about upcoming matches and make accurate assessments of how a particular showdown will play out.
Whether you’re for or against this change, it’s here to stay, and crucially, even the best and brightest analysts and the cleverest models they can create have not solved the sport outright. The human part of the game is what defines it, and it’s also the thing that keeps things interesting for fans. Here’s a look at why this won’t ever be captured in the stats.
The Unknowable Element of Psychology
All the tech horsepower and past data sets can’t unravel the machinations of the human mind, and there are 22 of them on every football pitch during each game, with every player’s psychological state having a marked but immeasurable impact on moment-to-moment action. For instance, it’s impossible to detect if a player is mentally fatigued, even if their physical fatigue levels are minimal, and when the mind is worn out, it’s just as fallible as an over-tired body.
That’s why the soccer betting market tends to be influenced by historical data on whole-team performance, rather than attempting to get more granular or relying on real-time data feeds from wearables that more and more football professionals are being given to monitor their physical state. Likewise, savvy bettors recognize that since prediction models are imperfect, the human element is what creates the potential for giant-killing scenarios or last-minute goals that defy the data.
The Influence of Human Relationships
Football players are part of a fairly small community of elite athletes, so many know one another quite well, even if they don’t play for the same team. This means there’s a level of emotional connection and even personal conflict applied in each game, and again, these are elements that no prediction model can adequately measure or track.
Further to that, a lot of the emotionality of a game isn’t even expressed or conveyed on the pitch itself, because players are quite good at hiding how they feel in front of the crowd, only to let everything out in the dressing room. So any behind-the-scenes tension simply won’t be factored into predictions.
The Fear Factor
The final thing to mention about how the human part of football impacts game outcomes but can’t be captured by prediction models is that fear is a powerful force, one that triggers the fight-or-flight response in many players in different ways.
Some might crumble under the pressure of facing off against a world-class striker, rushing to make rash decisions that they’d normally avoid in a less stressful scenario. Others might thrive on the fear a big game gives them, playing above and beyond their average when it matters most.
Data analytics have permanently changed the sport for the better, helping teams optimize spacing, recruiting, and conditioning. But as long as the sport is played by emotional, flawed, and brilliant human beings, the numbers on a spreadsheet will only ever tell half the story.
