VAR and the Data Gap: When “Insufficient Evidence” Is Read as “Correct Decision”

Minute 55, Kazan stadium, the big screen shows “VAR check”. I am sitting in front of a screen in Liverpool, and for the next forty seconds the whole match stops breathing. Referee Andrés Cunha leaves his position, runs to the touchline, bends over the small monitor, then straightens up and points to the penalty spot. France against Australia, 16 June 2026 — the first penalty awarded by VAR in World Cup history, converted by Antoine Griezmann. What stays with me is the silence before it, when nobody yet knew what the referee would see, and when the only certainty was that we were missing an angle. That Russian summer taught me: VAR did not take away innocence, it took away the right to be wrong.

The IFAB VAR protocol, in force since the 2026 World Cup, lets the VAR team intervene in only two situations: a “clear and obvious error” or a “serious missed incident”. Those four words carry the whole system. They do not describe truth; they describe an evidentiary threshold. A decision is overturned only when the evidence is strong enough to clear that threshold, and when the evidence is not enough, the on-field decision stands by default.

That default is the part few spectators notice. When a referee announces “check complete, decision stands”, he is not saying the decision was correct. He is saying he has no sufficient basis to overturn it. Those two statements are very far apart, and an entire commentary industry is collapsing them into one.

I learned that distinction early. In 2026, while still a secondary-school student in Liverpool, I went to Kirkby Academy to watch Liverpool U18 play Everton U18. In the 67th minute, striker Paul Glatzel received the ball in what looked like an offside position, and the referee allowed the goal. I went home, reopened the recording, studied it frame by frame, and realised the Everton defender had deliberately touched the ball first — under Law 11, Glatzel was not offside. One passage of play, two readings. People saw a phase of play. I saw a gap between two laws.

Through the 2026-18 season I kept my own log of every controversial decision in the Premier League, recording 47 penalty-area incidents that referees waved away. Most were not hidden mistakes. They were passages of play where no camera angle was clear enough to clear the “obvious” threshold.

That gap operates in three layers, and every layer leaves a trace.

The physical layer is the easiest to see. Cameras are not everywhere. In smaller matches a stadium may have only four or six camera angles, and in a crowded penalty-area challenge all of them can be blocked by players at once. The VAR team then has no choice but to let the decision stand. Not because the play was clean, but because there was nothing to look at.

There is an injustice few people name: the evidentiary threshold is not the same in every competition. The Premier League has dozens of angles and a permanent VAR team; an FA Cup qualifying tie between two lower-league clubs may have no VAR at all. The same challenge is reviewed from ten angles for one team and watched only by the naked eye for the other. The laws are identical, but the ability to read them is not. Fairness becomes a privilege of wealthy competitions.

The linguistic layer is subtler. The “clear and obvious” standard has no arithmetic definition. Nobody specifies how hard a collision must be, or how far a hand must deviate, before it is “obvious”. Of the 21 VAR interventions at the 2026 World Cup that I re-analysed from FIFA data, 8 remained controversial, and their common thread was that the standard was applied inconsistently. The same kind of collision was overturned in one match and upheld in another. What changed was not the play, but the person reading the play.

The psychological layer interests me most. In 2026, when the Premier League returned to empty stadiums, I spent six weeks collecting data from 45 matches after the restart and comparing them with 45 pre-pandemic matches in the same season. Average yellow cards per match rose from 3.2 to 3.8 — an 18.7% increase. With no crowd, players reacted less, and referees blew more firmly. When the stands are empty, I hear the breathing of the match clearly. It showed me that the “obvious” threshold does not live in the laws. It lives in the head of the person holding the whistle, and it shifts with the noise around him.

Together these three layers produce what I call the empty-result trap. When the system returns “no clear error”, we read it as “no error”. When the data is empty, we read it as “everything is fine”. This is a basic reasoning error: absence of evidence is not evidence of absence. In football, this confusion has a price. A team loses a penalty because no angle existed. A player is suspended because a passage of play was watched once. And we call it fair, only because the screen flashed the word “checked”.

The counter-intuitive part is here: we demand absolute certainty from a system designed to live with uncertainty. VAR was not created to find the truth. It was created to correct mistakes that cannot be denied. The distance between those two things is where every argument lives. Emotion in the stands wants a decisive ruling; the law permits a ruling built on absence. Justice does not lie in having the right law; it lies in having a reader of the law willing to look deeper.

There is a twin trap in the transfer market. Transfers are where numbers put on emotion’s shirt and the law stands outside as referee. A small club that signs nobody in a window is read as “lacking ambition”, when the cause is usually that it lacks the data to price a player correctly. Absence of action is mistaken for absence of need. The same reasoning error, a different consequence.

The direction I want to see is not more cameras, but one more transparent category. When the VAR team concludes there is insufficient evidence, let it publish exactly that — as a result in its own right, not as a confirmation. A system willing to say “I do not know” is more trustworthy than one that always declares the check complete. Football does not need perfect referees. It needs referees honest about their own limits.