Lessons from 523 VAR Matches: A Fully Completed Data Table Is Not a Correct Conclusion

In February 2026, in Valencia, a young colleague placed a 48-page VAR report on my desk covering matchday 24 of La Liga. Nine tables. Every column filled, every footnote in place, every colour coded. Only on page 40 did I notice that the row reading "situations in sample" showed zero across six consecutive lines. Nobody had checked. The report was still presented as finished work, and had I not been holding it at that moment, it would have been quoted verbatim on a live broadcast that evening.

The analysis room laughed when I told the story. I did not. In June 2026, at the Group C opener between France and Australia, I sat in a Valencia radio studio as the rules expert. On 55 minutes the referee consulted VAR and awarded France a penalty for Josh Risdon's handball. I said, with total certainty, that the ball had struck the armpit and therefore was not an offence. I was relying on the law as I learned it in 2026. The colleague beside me corrected me instantly: since 2026 the armpit area has counted as part of the arm. More than four million listeners heard me get it wrong, and the editorial team had to issue a correction.

I got one sentence wrong and lost an entire reputation. I wish I had known this back then.

From that day I built a private document I called the "law reference updated by year". Every time a law is amended, I record the publication date, the article number, and what changed. Every incident analysis I have written since carries a footnote stating which version of the law I am citing. The law does not live in memory; it lives in data. The memory of a 67-year-old is something I value, but I do not give it the power to rule.

That obsession led me to a much larger project. In August 2026 I began logging every VAR decision in La Liga and the Champions League: error code, timestamp, distance between referee and point of contact, ball speed at the moment of impact. By March 2026, when the pandemic halted Spanish football, I had 523 matches in hand. That was when I saw something television never shows. Seventy-four per cent of overturned offside decisions arrived an average of 47 seconds after the ball had entered the net. That is a process problem, not the failure of one person holding a whistle.

One match is only a story. Five hundred matches are a law. I published a 48-page report on my personal blog, attached an Excel file so anyone could recount it themselves, and proposed a 30-second cap on each review. The Valencian football federation invited me to advise on reforming the process. But my biggest lesson was not the 47 seconds.

A fully completed data table does not create truth. It only creates the feeling that truth is already there. That is the most dangerous risk in refereeing analysis, because it makes no sound. Complete columns, plenty of decimal places, confident conclusions. Readers have no way of knowing that behind it sits an empty sample.

So I set a minimum threshold, and I apply it to myself before applying it to anyone. To conclude anything about a VAR incident, I must have a source and a publication date. I must have at least three discrete data points, not three phrasings of the same one. I must have at least one named team and one named person. I must have a competition and a season. I must have at least one quantitative indicator — minutes, card ratios, distances, table position. And every data point must be labelled: verified fact, one party's claim, or unverified rumour.

If any of those boxes is missing, I do not write a conclusion. I write a note saying the data is not yet sufficient.

That sounds dry until you apply it to a real argument. When the stands shout that referees favour the big clubs, what do I need in order to answer? Penalty rates awarded to each team per season. Fouls per card. Average distance from referee to point of contact. Added time in matches decided by a single goal. With those indicators, I will speak. Without them, I am merely retelling the mood of a crowd in the voice of an expert.

Referees do not need to be protected. They need to be understood through correct data. The pressure from stands and media is real, measurable, and it is not distributed evenly between an 80,000-seat stadium and a 12,000-seat one. But the only way to turn that observation into something usable is to log hundreds of matches and count, not to replay the three most painful clips on television.

I still teach young colleagues how to fill in a table. But I give them one rule before they pick up the pen: if a cell has no data, leave it empty and state why. An honest empty cell is worth more than a fabricated full one. And if someone presents an analysis without telling you how large their sample is, treat it as a question that has not yet been answered.

At 67, I do not need to remember everything. I need to know how to find what is correct.