Spot On: The Premier League Penalty

The penalty has produced some of football’s most unforgettable moments. Drogba in Munich. Zidane’s Panenka in Berlin. Twelve yards, one kick, a stadium holding its breath. Yet beneath the drama lies a curious statistical reality. In the Premier League, penalties have been converted at roughly 80% for more than a decade, despite the sport’s relentless search for marginal gains. In an era where clubs analyse throw-ins, optimise pressing triggers and engineer corner routines, football’s most valuable scoring opportunity appears strangely resistant to improvement. So why, after decades of analysis, has no one managed to crack the penalty?

How Stable Are Premier League Penalties?

Historical data from the 2012/13 season onwards show consistent conversion rates clustering around 80%, with minimal long-term deviation. From the pre-VAR era (2012-2019) 499 of 634 penalties were converted (79%), while from 2019-2026 that figure has slightly risen to 533 of 650 (82%). In this period, 1032 goals from 1284 penalties have been produced with a conversion rate of roughly 80.4%.

Source: Transfermarkt, 2026

While individual seasons fluctuate, typically ranging between approximately 75% and 85%, the overall pattern is remarkably stable. So the question becomes: in a game obsessed with optimisation, why does the penalty remain so standardised?

How Are Modern Penalties Actually Taken?

A behavioural coding analysis was conducted on every team awarded five or more penalties by Gameweek 28. In total, 45 penalties from eight different teams were analysed, from the moment the referee’s whistle was blown.

Each attempt was coded using observable behavioural variables drawn from research on penalty kicking and perceptual decision-making in sport (van der Kamp, 2006). These included preparation time, run-up tempo, run-up style, player glances, shot direction and goalkeeper dive direction, allowing penalties to be analysed as a sequence of behavioural decisions rather than simply a binary outcome.

Preparation time and run-up tempo were included because the rhythm and pacing of an approach can influence both motor control and goalkeeper anticipation during the penalty duel.

Run-up style was coded as either stutter or continuous, as variations in stride pattern may function as deceptive cues intended to disrupt goalkeeper timing.

Player glances were recorded as a potential indicator of player-dependent decision-making, where the taker adjusts shot placement in response to perceived goalkeeper movement.

Finally, shot direction and goalkeeper dive direction were coded relative to the goalkeeper’s perspective, allowing analysis of directional patterns and the interaction between taker choice and goalkeeper commitment.

 What the Data Reveals

Run-Up Style

Two primary approaches dominate penalty execution:

·      Stutter run-ups

·      Continuous run-ups

Of the 45 penalties analysed:

·      20 employed a stutter run-up

·      25 used a continuous run-up

This roughly even split suggests that while stutter techniques are prominent in modern football, they are not universally utilised. Instead, run-up choice appears to be strongly linked to individual player preference. These approaches appear to function as individualised routines.

Preparation Time (from the moment the referee’s whistle was blown)

Preparation times ranged between 3-10 seconds with most penalties falling between 4-7 seconds. Slower execution of pressure actions is often associated with greater success throughout sport (Baumeister, 1984). This can be attributed to dampening physiological disruptors leading to clearer decision-making (Jordet, 2009). However, in this case the effectiveness of a penalty is more dependent on execution than time taken to prepare.

Shot Placement

The vast majority of penalties were directed towards corners of the goal. Across this sample 20 shots were placed to the goalkeeper’s right, 18 to the goalkeeper’s left, 4 were struck centrally, 3 misses were off target. This confirms the long-established principle of penalty strategy: corner placement is dominant, central penalties are very rare. Interestingly, several players demonstrate directional preference. Igor Thiago, for instance directed most attempts towards the goalkeeper’s right. Whereas Cole Palmer distributes his attempts more evenly.

Goalkeeper Behaviour

Goalkeepers overwhelmingly commit to diving to one side rather than remaining central. Only three penalties in the dataset involved goalkeepers staying central, reinforcing the notion that goalkeepers must anticipate direction rather than react to the shot. Given the short distance and speed of the strike, waiting for the ball to be struck would leave insufficient reaction time.

Visual Checks and Decision Making

Penalty takers occasionally glanced at the goalkeeper during their run-up. However, most attempts involved zero or one glance. This suggests that while some players monitor goalkeeper movement, penalties are not typically decided in real time, Instead, many takers appear to rely on pre-determined placement combined with established motor routine. Psychological research suggests that automated routines reduce cognitive load in high-pressure scenarios (Beilock & Carr, 2001).

Player Routine

One of the clearest findings from the dataset is the consistency of individual routines. Different players demonstrate distinct penalty identities:

Igor Thiago – slow stutter approach, frequent goalkeeper glance, strong directional preference.

Cole Palmer – quick continuous run-up with minimal visual checking

Bruno Fernandes – slow stuttered run-up with regular goalkeeper glances

Dominic Calvert-Lewin – rapid continuous strikes with minimal preparation.

Once a player adopts a successful method, they tend to repeat it across attempts. This supports the idea that penalty taking relies heavily on procedural memory and habit formation rather than spontaneous decision-making.

Are Penalties Already Optimised?

Despite evolving narratives around deception, goalkeeper analysis, and innovative run-ups, penalties remain governed by long-standing principles. The reason may be simple: the penalty is not a technical problem waiting to be solved, but a strategic duel balanced between two players with opposing objectives. If individual routines become predictable, goalkeepers adapt. If goalkeepers delay commitment, takers adjust. What emerges is a strategic equilibrium: improvements on one side (the taker) are matched by adaptations by the other (the goalkeeper). Neither side can improve significantly without giving something away. In that sense, the Premier League penalty may already be operating close to its natural limit. A rare moment in football where the game’s constant search for optimisation runs into the boundaries of human decision-making.

Full data set is available upon request.

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References

Baumeister, R. F. (1984). Choking under pressure: self-consciousness and paradoxical effects of incentives on skilful performance. Journal of personality and social psychology, 46(3), 610.

Beilock, S. L., & Carr, T. H. (2001). On the fragility of skilled performance: What governs choking under pressure? Journal of experimental psychology: General, 130(4), 701.

Jordet, G. (2009). Why do English players fail in soccer penalty shootouts? A study of team status, self-regulation, and choking under pressure. Journal of Sports Sciences, 27(2), 97-106.

Van Der Kamp, J. (2006). A field simulation study of the effectiveness of penalty kick strategies in soccer: late alterations of kick direction increase errors and reduce accuracy. Journal of sports sciences, 24(05), 467-477.