The Scouting Report Came Back Empty: Nine 'Insufficient Data' Entries and a Lesson for Vietnamese Football

Last month the scouting department of a V.League club sent me a fourteen-page dossier. Nine sections: tactics, finance and transfers, results and the opinion cycle, league landscape, rules and governance, dressing room, risk profile, media narrative, industry transmission chain. In all nine sections the concluding line was identical: insufficient information to assess. Not one metric. Not one player's name. Not one timestamp.

The man who sent it told me on the phone that he had just lost three working days. I told him those three days were the most valuable his department had spent all season, because for the first time in years an internal report in Vietnamese football had refused to invent a conclusion.

I once wrote an article nobody read. Three years later it became my teaching material. That 2026 piece had seven views after three days, and the only thing that brought it back to life was a line of data in the right place, not a loud assertion.

The domestic season in Vietnam has its own rhythm. Each round closes on Sunday evening, and by Monday noon dozens of commentary pieces are live, hundreds of clips have spread across platforms, and thousands of comments have decided who is good, who is bad, who should be sold, who should be sacked. That cycle runs faster than the players' own training cycle. A team can be called title contenders after round four and a disaster after round seven, while the volume of data the public actually has access to may not exceed three basic metrics.

Data infrastructure in Vietnam has improved markedly in recent years. International providers now cover almost all of V.League, from passes and pass completion to heat maps and pressing metrics. Academy centres are hiring their own analysts. But the gap between having data and knowing which data is sufficient to conclude remains wide, and that gap is where expensive scouting errors are born.

I also receive dossiers of a different kind: fourteen pages, full of numbers, full of charts, decisive conclusions about a player the author has never watched for a full ninety minutes. Those dossiers look far more professional than the empty one. They are also far more dangerous.

The discipline of reading numbers

The tactical section of the empty report stated that sophistication of system, quality of execution and personnel fit could not be assessed, because no formation, no shape and no metric had been supplied. It sounds useless. It describes exactly what an analyst must possess before opening his mouth.

The two metrics I use most when reading a V.League match are xG and PPDA. xG estimates the probability that a given shot becomes a goal based on location, angle, shot type and defensive context, then sums across a team. PPDA counts the passes an opponent is allowed before the defending side commits a defensive action; lower values mean higher pressing. A very aggressive pressing side usually sits below 8, a deliberately deep block usually above 14.

The trap is that both metrics get read as a moral scorecard. A team winning 2-0 with an xG of 0.7 against 1.9 is called lucky. A team losing 0-1 with superior xG is called inefficient. Both verdicts skip the more important question: did that team choose to play that way, or was it forced into it? In Vietnamese football many sides deliberately concede possession and drop the block low, accepting a high PPDA as a calculated tactical choice, especially on pitches that do not reward short build-up. Calling them unambitious is an aesthetic judgment, not a tactical one.

I read a data sheet in three layers. The first is volume: who controlled the ball, how many shots, how many passes. The second is quality: where those shots came from, how many were genuinely dangerous. The third is context: who scored first, who played with ten men, who had just come through three games in seven days. Drop the third layer and every conclusion becomes a conclusion about a match that does not exist.

As a former player, I do not need to watch tape to know who is running in the wrong place. But I do need the tape to know whether he is running in the wrong place because he does not understand the instruction, because he is exhausted, or because the man beside him abandoned his position first. Three causes, three very different recruitment decisions.

In 2026 I wrote about the AFC Champions League quarter-final between Guangzhou Evergrande and Shanghai SIPG. I pointed out that pushing both full-backs high in a 4-3-3 left Evergrande exposed in the inside channel, with 38 turnovers in the middle third. I proposed a switch to 3-5-2 with inverted wing-backs. The piece had seven views. A month later, when Evergrande won 2-0 in a CSL match using exactly that structure, forums began sharing it and it reached 12,000 reads. The lesson was not that I was right. The lesson was that the conclusion only stood because it was tied to a specific structure, a specific position, a specific number.

Transfers: read the structure, not the price

The finance section of the empty report stated that revenue mix, wage bill and net debt could not be assessed, and therefore neither could sustainability. Correct. In Europe those figures sit in annual reports and regulatory filings. In Vietnam they sit in the memory of a few people and in the rumours of everyone else.

I read a deal not through its price, but through where the player will stand in the system. A foreign striker arriving for 400,000 US dollars can be a bargain if the team lacks exactly that profile, and a disaster if the team already has two men in that role. A defender arriving on loan can keep a club in the division for one season while simultaneously hollowing out that position for the next three.

The structure I object to most strongly is the loan with a compulsory purchase obligation. Nominally it is a loan. In substance it is a purchase split into instalments to relieve accounting pressure, and the party that loses is always the small club. They take a young or surplus player from a big club, pay his wages, hand him a starting shirt, develop him until he is ripe, and are then contractually obliged to buy him at a price fixed in advance — a price usually above market value at the moment of purchase, and always missing protection in the event of injury. At the end of the cycle the big club gains a matured player or a sum of money, and the small club gains a liability on its balance sheet.

This structure is quietly reshaping the player ecosystem in Vietnam. Large academies have an incentive to hold young players in order to raise resale value, while smaller clubs find it increasingly hard to retain anyone under cash-flow pressure. A market where weak teams exist mainly as a springboard for strong teams produces seasons with results so stable they become dull, and seasons in which the relegation group turns over almost entirely.

When I read a contract I split it into four parts: fixed fee, performance add-ons, sell-on percentage, and length. The sell-on clause is the most undervalued term in domestic negotiations. For a 20-year-old it can be worth more than the entire fixed fee. For a 30-year-old it is close to zero. The same number, two entirely different meanings.

Results and the opinion cycle

The results section stated that standing versus expectation, recent form and fixture effects could not be assessed, because no table and no results sequence had been supplied. Sample size zero.

This is the section where Vietnamese football errs most often. A run of three wins is read as a revival. A run of three defeats is read as a crisis. Across three matches, the difference between those two narratives is sometimes a corner in the 89th minute and one refereeing decision.

The minimum sample before I start talking about form is ten matches, and even then I must adjust for opponent quality. Four points from four games against top-half sides is not the same as four points from four games against bottom-half sides. The league table has no column for opponents, which is why the table is never sufficient on its own.

Another phenomenon worth noting is the new-manager effect. After a change at the top, teams usually enjoy a short, sharp upturn, typically explained by psychological release and simplified tactical demands. In V.League the effect is stronger than average because preparation time is short and because many sides switch to a markedly simpler style. But the effect fades after roughly six to eight matches, once opponents have read the pattern and once tactical demands begin to complicate again. Judging a new coach after four matches is judging an effect, not a capability.

League landscape and resource tiers

The landscape section stated that the competition, the tier and squad values could not be identified. Again correct. At the level of the Vietnamese league, though, tiers can be described with three variables: budget, squad depth and academy capability.

Title contenders usually lead on all three. Mid-table sides have average budgets but thin depth, and collapse when a key man is missing. Relegation sides are usually strong in exactly one variable — often organised defending — and weak across the other two. Understanding the tiers prevents a common error: judging a relegation side by the standards of a champion. A relegation side playing long balls and defending in numbers is not a faulty version of a champion. It is a relegation side doing its job correctly.

Talent flow is the earliest indicator of a club's health. When a team starts selling key players at 24 rather than 29, that is a financial signal, not a tactical one. When a team starts handing long contracts to 30-year-olds, that is the signal of a board that believes the competitive window is open and will close fast.

Rules and governance

The rules section stated that the applicable rule system could not be determined. At European level that means financial sustainability regulations and each league's profitability rules, with points deductions the heaviest sanction yet applied. At Vietnamese level the focus sits on transfer regulations, foreign-player quotas, youth registration conditions and competition eligibility.

One point rarely discussed is FIFA's rule on the international transfer of minors. It exists to combat trafficking and protect young players, but it produces a double effect: large academies benefit because they have the infrastructure to keep players at home, while smaller nations steadily lose young talent into those systems. For Vietnamese football this is a long-term problem of retaining talent long enough to create value.

The most serious short-term compliance risk usually comes from administrative detail: a contract in the wrong template, a registration filed late, a dispute over a player's economic rights. These never make the front page, but they directly remove points and eligibility.

Dressing room and generational transition

The dressing-room section stated that owner investment and patience, recruitment quality and structural stability could not be assessed. No names, no quotes, no appointment news.

A lesson from the tunnel: silence before kick-off says more than any press conference. At Vietnamese clubs, authority structures are rarely visible from outside. Some clubs give the head coach full sporting authority; at others, recruitment decisions sit above him and he simply receives the personnel. The two models produce two different kinds of crisis, and two different fixes. A club with a fully empowered coach that loses repeatedly will change the coach. A club with recruitment decided above the coach that loses repeatedly will change the people above, or change nothing at all.

Generational transition at national-team level is the clearest example of why isolated data is insufficient. A 33-year-old may still be the hardest runner in the squad, but his minutes at peak level over the next three years will decline. A 21-year-old may post modest numbers, but his development curve is steep. Judging both on the same current-season data sheet ignores the entire time dimension.

Risk profile

The empty report stated that no risk matrix could be built because there was no subject to attach risk to. But it identified the one real risk present: analytical risk. The risk of producing confident-sounding conclusions from an empty data set.

I sort the risk of a V.League club into six groups: sporting, financial, personnel, regulatory, reputational, systemic. Sporting covers injury, suspension, fixture load, being figured out, and backup gaps by position. Financial covers the revenue cliff of relegation, deadweight contracts and uncertainty over owner intent. Systemic is the most neglected: dependence on a single sponsor, a single generation of players, a single coach.

Each risk needs three parameters: level, likelihood and impact. Without all three, a risk table is just a list of worries.

Media narrative and source reliability

The media section stated that the current narrative, the heat-cycle phase and the credibility tier of transfer rumours could not be determined.

In Vietnam most transfer news travels through three layers: journalists with direct club relationships, aggregator pages, and social accounts reposting what has already passed through the first two. Each pass loses a detail and adds a shade. The rule I apply to myself is two independent sources before publishing, with the second source not permitted to have read the first.

Amid a chaotic season, what an analyst needs most is the composure of an outsider. When the whole stand has already concluded, the value of the analyst lies in naming the data nobody has looked at.

Industry transmission chain

The final section stated that no transmission path could be traced because the event itself was undefined. When data exists, that chain runs from academy to club to broadcast, commerce and the transfer market.

A decision at an academy can take five years to surface in the table. A change in a broadcast contract can take two seasons to surface in the transfer budget. Because of that lag, short-term decisions always look more effective than long-term ones, which is why academy structure is always the first line cut when money tightens.

The contrarian view: emptiness as a shield

The 2026 World Cup taught me one thing: hesitation is what ruins every plan. Before the tournament I wrote that Croatia were not outsiders, based on 86% pass completion in qualifying and superior squad depth. When England led 1-0 in the semi-final, hundreds of comments mocked me. Croatia won 2-1 through Mandzukic in the 109th minute. I was right, and I learned that being right is not the whole story.

But there is another kind of hesitation, and it ruins no plan at all. It is the hesitation of the analyst who refuses to conclude while the data is insufficient. The two are constantly conflated, and the conflation does more damage than missing a hot take.

The counterintuitive point sits here: in a football culture where everyone has an opinion, the scarcest thing is someone willing to say "I do not know yet". That fourteen-page report was not a sign of weakness. It was a sign of a process mature enough to recognise that a wrong conclusion about a player follows a club for three seasons, while a week of silence costs one week.

xG has been misused in exactly this way. It was built to separate process quality from the scoreline, and it is now used to explain things it was never designed to explain: refereeing decisions, an individual's form in a single match, and the quality of a coach. A good metric pushed beyond its valid range becomes an extremely hard-to-detect rhetorical tool, because it always arrives with a number attached.

At the same time, missing data does not exempt anyone from making decisions. Clubs still have to sign players, pick line-ups and sell tickets. What I propose is not to stop deciding but to label the decision. Three labels suffice: verified, reasoned inference, and guess. Most scouting errors in Vietnam come from attaching the first label to the content of the third.

In 2026 everything collapsed. I stood up and rebuilt from the rubble. With lockdowns halting competitions, I worked with a group of students to analyse 119 Bundesliga matches played behind closed doors, and we found home sides took only 38% of available points, against 47% before the pandemic. The video series reached 800,000 views on Bilibili in two months. None of those findings came from a single match. All of them came from accepting that 119 matches were required before one sentence could be spoken.

What I am watching next round

The empty report was sent back to the scouting department with a minimum requirements list: club name, head coach, formation, at least one process metric, competition, current position, last five results, and an absolute timestamp. Without those, any analysis is literature.

Next round, when you see a player called a disaster after one positional error, ask yourself: how many minutes did the writer watch, and how many times did that error repeat. If both answers are below one, you are reading a guess presented as a conclusion. Vietnamese football does not lack opinions. It lacks people composed enough to say the data has not arrived.