It all started at the television.
At this World Cup I watched Norway handle Iraq, and what struck me wasn’t the tactics but the physical mismatch. The Norwegians looked bigger, taller, heavier. And a thought appeared. See, Latvian hockey figured out long ago that player size is an essential ingredient of winning. Exactly the same with Latvian basketball. So for Latvian football this must also be one of the solutions. Start steering towards two-metre players and build hockey-player muscle mass on them. Then send them out on the pitch — and finally win something.
Unfortunately it’s not that simple. What follows is about why.
Height and mass really are a significant factor in basketball and hockey. A thirty-centimetre deficit at the rim is impossible to solve in any other way. Same with battles at the boards. Latvia — with its 1.8 million inhabitants — won World Championship bronze in 2023, and Kristaps Porziņģis was picked fourth in the NBA draft by the New York Knicks (same with Alberts Šmits, whom the New York Rangers picked fifth in this year’s draft — the highest-drafted Latvian in NHL history) partly because these sports reward exactly the kind of athletes that get raised here.
Football is the only major team sport where this logic collapses. A footballer covers 12–13 kilometres during a match with no shift changes and one 15-minute break: 60–75% of the time he is walking or jogging, and only 1–3% is spent in an all-out sprint, which can be required at any moment, in the first minute or the ninetieth [16]. Hockey is the complete opposite: 45-second shifts at maximum intensity with rest on the bench. A two-metre body dragging hockey-player muscle mass through thirteen kilometres is an enormous challenge. That’s why the greatest of all time are relatively short — Messi at 1.70, Maradona at 1.65, Modrić at 1.72. Look at Sweden, which arrived at this World Cup with two of Europe’s biggest strikers and lost 5–1 to the Netherlands. Erling Haaland is a giant exception — who, of course, both comes from a family where the parents are outstanding athletes, and the Norwegian football system also put in the effort to get Erling Haaland to where he is now.
And so we arrive at the real problem. It’s not in the players’ bodies. It’s in what happens to a child who enters the system — and to the family that enters it with him.
Before any analysis of federations and transfers — let’s be honest — children’s football is not a hobby; it is logistics planning that involves the family. From around age eight or nine it means training several evenings a week — three, four, five in the teenage years — and matches on Saturdays. Someone drives, someone waits, someone makes dinner, helps with homework and meanwhile also looks after the little footballer’s brothers and/or sisters. And ten years of your life have to be set aside for this. This is a commitment the family has to make before the first training session. Which is why it’s worth asking yourself: what does the Latvian football system offer in return?
In most sports the honest answer includes a safety cushion. In football — almost uniquely — it doesn’t. And the best-documented evidence comes from the country that runs the world’s most developed academy system.
England’s academy system is the biggest and most studied, so its numbers show the structural design of the sport. Half of all academy players are released before they turn 16 [17]. Of those who survive to a scholarship at 16 — the moment when football becomes full-time and general education is pushed aside — roughly 98% are no longer playing in England’s top five leagues at eighteen [18]. Of recent elite-academy graduates aged 21 to 26, 97% have never stepped onto a Premier League pitch [19]. Both researchers and the players’ union point out that past roughly age 14 the training load practically makes it impossible to keep acquiring the general education that would later allow you to work in any other field [20]. Released players describe the contract-termination meetings as traumatic [17]; they (as described in one study of the academy system) have been “raised to care about football only” — which means that at the moment of release, an eighteen-year-old walks out the door with neither football nor education [20].
On paper, a safety mechanism supposedly exists. FIFA’s own regulations require that a club signing a 16-to-18-year-old player guarantee academic or vocational education that would allow the player to build a career outside football [21]. FIFA has “solved” this problem by writing a clause into its transfer regulations — and that’s where it ends.
Compare with the sports Latvia is actually good at. Latvian hockey and basketball clubs, as everyone knows, demand good grades as a condition of playing. The elite pathways in these sports run through education — North American junior hockey and prep schools, NCAA scholarships, European academies with schooling built in — so a kid who doesn’t make it walks away at eighteen with an education instead of empty hands. And the hockey and basketball federations know this is a recruitment weapon: it’s exactly how they keep attracting the families who value it. Latvian football, meanwhile — which competes directly with the other sports and needs motivated families who will invest their time and effort in raising a young athlete — pushes those families away by showing them its long-term offer.
China ran this experiment at the scale of its very large country. Xi Jinping’s master plan got millions of children playing football; almost all of them quit in their teenage years because the gaokao exam left no room for sport [15]. When a sport forces a family to choose between the game and the child’s future, the family chooses the future. Every time. In Beijing and in Rīga.
Let’s assume the boy is better than the other 98%. Let’s assume he plays until forty — which at the very top has now become possible: at this World Cup there were eight players over forty on the pitch, more than in all previous tournaments combined (look at Messi (39), who, though brilliant, reckons with his age and conserves himself, spending 63% of his movement walking [22]). The sports-science revolution — individualized loads, GPS-monitored recovery — really has extended careers for the elite.
Note the word elite. For everyone who isn’t in it, the arithmetic is unchanged and brutal. In FIFPRO’s global player survey, more than 45% of the professionals surveyed earned less than $1,000 a month [23]. A typical career lasts 10–15 years. In the UK alone, the players’ union counts around thirty cases a year where a football career has to be ended prematurely because of injury [23]. So the most realistic footballer’s path — a professional contract, a decent league, not too many injuries — but at the end a “pension” between 33 and 40, modest income, no proper education, no trade, no work experience outside the football pitch. Even former Premier League players, former internationals, live on friends’ couches and raise donations online to pay for surgeries [23]. Even the era of extended careers doesn’t ease these problems, it deepens them. Every extra year on the pitch is another year further from the school and the education a person abandoned at fourteen.
That is exactly what the requirement to get an education alongside sport is for. It’s not a consolation prize for those who didn’t make it. It’s a plan for life after football for those who managed to achieve something.
So football asks families to hand over their children while offering essentially nothing in return. What exactly does the Latvian football system offer?
This one took me weeks. According to UEFA’s own data, in the Latvian Virslīga 62% of all playing minutes go to players under 23 — the highest share in all of Europe [1]. On paper, no league on the continent is friendlier to young players. So where are the young Latvian footballers?
The answer is in the other column of the same report: roughly 45% of Virslīga players are foreigners [2] — against roughly 23% in the Estonian league. The Virslīga’s youth minutes are real; they’ve simply been given to teenagers who are brought to Latvia. The leading clubs run a simple business: find a cheap young talent outside the EU — the largest legionnaire contingents in recent seasons have come from Senegal, Brazil and Nigeria [2] — give him lots of minutes precisely because playing time raises the sale price, and sell him on to Western Europe. Valmiera got the Nigerian Tolu Arokodare cheap and sold him to Amiens for roughly €2.5 million; he later moved to the Premier League for 26 million [3]. RFS played the same move with Serbian strikers, and Auda has just agreed the sale of a Panamanian talent to Belgium’s Gent for, reportedly, up to three million euros [3]. It’s a working business. It just gives nothing to the development of Latvian football.
And it’s worth understanding why this business always beats the local kids, because the reason is human, not tactical. In African football there is a phenomenon players call the “Black Tax”: a professional’s salary doesn’t belong to him — it’s a family enterprise. The average household in sub-Saharan Africa approaches seven people, and a footballer’s salary supports parents, brothers, sisters, cousins, school fees [23]. For a teenager brought here like this, even a modest Virslīga contract is life-changing money that seven people depend on. He will accept a lower salary than a Latvian boy would, train as if his family’s survival depended on it — because it does — and he cannot afford to quit, to properly heal his injuries, or to put his studies first. We have placed no such burden on my son. But precisely this freedom of his is the reason why, in a direct fight for the same roster spot, he will lose to someone who has no fallback plan and no choice. The problem is not where these boys come from — they are doing exactly what anyone would do in their place. The problem is a business model in which, by default, the local child is not needed.
Even the protection mechanism got bypassed. The league requires three “federation-trained” players on the pitch at all times — but the definition rests on where you trained, not citizenship: three seasons at some Latvian club between the ages of 12 and 21 is enough, and you qualify [4]. Clubs now fill the homegrown quota with imported academy teenagers. The rule that was invented to guarantee local kids a place on the pitch is occupied by someone the clubs brought here as a teenager so that the quota wouldn’t get in his way later.
Latvian football does not lack funds. The federation’s 2026 budget is €16.5 million — of which roughly 11.3 million comes from UEFA and 1.9 million from FIFA, while commercial income doesn’t even reach a million [5]. Football, moreover, has the highest participation of any sport in Latvia. The most children, the biggest budget — yet at the end there is a system that has no need for local kids.
The federation did try to change the situation: from 2025, clubs pay €8,000 into the so-called legionnaire fund for every foreigner they register — but the limit on how many foreigners may be registered was abolished entirely [6]. And the fund itself? The 2024 regulations required it to be spent on youth in proportion to each club’s Latvian U-21 minutes. The 2025 regulations replaced that with “a separate LFF board decision”. The 2026 regulations restored the formula — but first taking €250,000 for the VAR system and €200,000 for referee pay [7]. Money collected as an “import tax” and earmarked for children, partly redirected to the league’s operating costs.
The league’s history also includes a match-fixing era, because of which only seven of ten clubs remained in the league. Then there is the national (Skonto) stadium, which ended up in the hands of an FSB general’s son via a Belize shell company, and the removal of reform-minded Gorkšs eighteen months after starting work as federation president, when he began demanding audits [8]. The essence is simpler: for thirty years, the people running Latvian football have consistently had more important things to do than raising and educating excellent footballers.
FIFA’s rules prohibit international transfers of minors, with two exceptions that matter here: the family moves to another country for reasons unrelated to football — at any age — or the player himself moves within the EU between the ages of 16 and 18 [21]. So sixteen is the earliest moment a kid can legally leave for a foreign academy on his own.
Now look at what else happens at sixteen. It’s the age by which half of his academy cohort has already been released [17]. It’s the age when football demands full commitment and education gets dropped [20]. And in Latvia specifically, it’s the age when he realizes there is no place left for him in football, because ahead of him at the clubs are the brought-in youngsters the clubs plan to sell, rather than invest time in raising players for the Latvian national team. No Flora-style pre-arranged loan deal with a Dutch reserve league is waiting for him.
Sixteen is the moment when the Latvian system simply no longer needs the kid — and it’s the same year in which he ought to be taking the next step in his development as a footballer. Estonia’s Rocco Robert Shein, by contrast, was given the chance to grow and develop, because Flora — a club that raises local youngsters and has been deliberately in the “export” business since the nineties — provided him a step-by-step path: first team from age 17, a loan to Jong Utrecht with a purchase option, a calculated move to Dordrecht with guaranteed playing minutes, then Norway, then this summer a €2.5 million transfer to the English Championship [9][10]. An equally talented Latvian boy at the same age ends up without this kind of system support, without a deal and, if he’s lucky, on the bench watching the talents brought to Latvia play. His family is left with nothing but to send the boy away before he turns sixteen, and hope. In my view that is not a path Latvian kids should have to take, and you won’t prepare good players for the national team this way.
In hockey, by the way, this scheme just worked all the way through — and it’s worth seeing what it consists of. Alberts Šmits started skating at four and trained in Valmiera until twelve, commuting to training from Rūjiena. In hockey you can’t start late — skating is a foundational skill that has to be put in place in childhood, and without Latvia’s ice rink and the Valmiera sports school coaches, no Finnish hockey school would have taken a twelve-year-old. When covid stopped training in Latvia, the solution was Finland — from age thirteen he lived there alone, teaching himself to cook and do laundry [25]. To be fair, it must be added — this is not the right training model either: it would be better if Šmits had had the option to finish ninth grade in Latvia and move to Finland at sixteen, rather than live alone in a foreign country at thirteen. Finland raised him into an adult-league player, but the Latvian hockey federation did its part: in his draft season it gave him the Olympic Games, the World Championship and the U-20 championship, so that NHL scouts could see him playing on the ice [25]. The result: fifth pick in the draft. Note the division of labour — the Latvian base from four to twelve, foreign development from twelve to eighteen, the federation’s involvement at the decisive moment. In football, Latvia has the first part, and the third would cost almost nothing. What’s missing is precisely the middle — because that spot at the clubs is occupied by those brought in to be sold.
Estonia has roughly the same federation budget as Latvia [13], its league guarantees a domestic majority on the pitch [11], and its national team’s backbone is a Bundesliga goalkeeper, a Bundesliga defender and a Gent centre-back — while the backbone of Latvia’s national team is the league’s own two clubs, whose core business is selling on the players they bring in [12].
A digression about Lithuania. There, U-23 players are allowed only 34% of total playing time, which is the lowest figure in the Baltics; on top of that, basketball has already claimed the talented kids in the country, and its football ranks below both neighbours [1]. France, meanwhile, the planet’s great talent factory — 99 French-born players at this World Cup across thirteen different national teams, 56 of them from Paris alone — achieves this with a state-funded amateur base and an academy that openly prepares players for export, leaving its own league relatively weak compared with its neighbouring countries [14]. And then India and China, which with their 2.8 billion people and 336 million football fans between them can achieve nothing in football, because due to various systemic and historical problems families see no future prospects for their children in the game [15].
So I am thoroughly uninterested in spending the next ten years with my son inside the Latvian football system only to arrive at nothing in the end. Because that is exactly what the system offers our kids — nothing.
A reminder: going into football demands from a family four or five evenings a week, every week, for ten years, plus Saturdays for matches, plus — from age fourteen — school results that will suffer badly, as the sport’s best-documented academies prove almost guaranteed [20].
I want to be precise in the conclusion, because it is not “go play hockey instead”. I’m not planning to send him to hockey or basketball either — children are treated better there, as I’ve written. The conclusion is general, and it is addressed to Latvian parents, because we are the system’s real financiers — with membership fees and time, with our children’s teenage years:
Do not invest your family’s decade in a system that has already shown you, in its own regulations and budget lines, that it will stop caring about your child at sixteen. Read the rules before you commit to giving up the evenings. A sport that cannot tell you what will happen specifically to your child at sixteen — not to an abstract person — has told you everything. Latvian football today answers that question by training foreign teenagers.
Until the federation starts requiring good school grades as a condition of club membership and training, closes the homegrown-quota loophole, spends the legionnaire fund on the children it was taken from, and builds a real development perspective — the rational move for a Latvian family is to keep the evenings for themselves.
One practical note for those whose boys are already at next-step age right now. This World Cup has heated up American football (the soccer kind), and with it grows a place to look for a way out. US college soccer is not an elite path — the season is short, the start comes too late, and the outstanding sixteen-year-old should still be looking for a European academy. But for the majority, to whom the Virslīga says “thanks, not needed” at sixteen or eighteen, a college scholarship is the only football path in the world that works on our hockey and basketball principle: paid education plus organized football in one package. American college rosters are already full of Scandinavians and Brits — the mechanism exists, it just needs using. An education earned plus football always beats warming the bench at Skonto stadium. (One honest “but”: scholarship recruiting is based on match video footage, so the boy had to get those minutes somewhere. Which brings us back to this article’s central problem.)
P.S. While this text was being written, the World Cup ended. Spain won — a team whose coach Luis de la Fuente had previously spent nine years leading the national U-19 and U-21 teams, and a large part of the current first team are his former charges: Simón, Rodri and Merino were in his 2015 U-19 European champions [24]. A coach who knows his players from their junior years and grows with them all the way to the senior national team — that is what federations should be learning. The Athletic called the victory “a victory for method over madness” and added: this is how national teams are meant to develop — in practice it rarely happens [24]. In Latvia this path is currently impossible by construction: the clubs think about profit from transfers, not about raising local talent for the national team.
Sources and notes
- UEFA, European Club Talent and Competition Landscape (2023 edition; 2022/23 season data) — U-23 minute shares and expatriate rates: Latvia (62% / 46%), Estonia (49% / 17%), Lithuania (34% / 45%). https://ectcl.uefa.com/
- Transfermarkt, Virslīga and Estonian Premium Liiga foreign-player statistics. https://www.transfermarkt.com/virsliga/gastarbeiter/wettbewerb/LET1 ; https://www.transfermarkt.com/premium-liiga/gastarbeiter/wettbewerb/EST1
- Delfi, “Kaimiņi atkal pārdod futbolistu par miljoniem — kā Baltijas transfēru tirgū izskatās Latvija?”, 18.07.2026. https://www.delfi.lv/mvp/51891089/pa-pedam/120127052/
- LFF, “Federācijas sagatavoto spēlētāju prasības virslīgā paliks nemainīgas.” https://lff.lv/zinas/17791/
- LFF, 2026 budget approval and budget project PDF (total €16.48M; UEFA ~€11.28M, FIFA ~€1.87M). https://lff.lv/zinas/18755/ ; https://lff.lv/files/documents/2369/LFF_budzeta_projekts_2026.pdf
- TVNET/LETA, “Latvijas virslīgā nākamsezon par ārvalstu futbolistu piesaisti būs jāmaksā vairāk”, 24.12.2024 (fee €8,000 per foreign player; registration cap removed). https://sports.tvnet.lv/8160523/
- Sportacentrs.com, “Virslīgā nākamsezon ievērojami augs leģionāru reģistrācijas maksa” (24.12.2024) and “LFF samazina leģionāru maksu…” (18.12.2025) — legionnaire-fund allocation rules across the 2024/2025/2026 regulations, including €250,000 to VAR and €200,000 to referees. https://sportacentrs.com/futbols/virsliga/24122024-virsliga_nakamsezon_ieverojami_augs_legio ; https://sportacentrs.com/futbols/virsliga/18122025-lff_samazina_legionaru_maksu_un_10_komand
- Latvian football governance context: the match-fixing era and league contraction, the Skonto stadium sale (LTV De Facto investigative reporting), the 2019 removal of LFF president Kaspars Gorkšs. Summarised from LSM, Delfi and Sportacentrs archives; documented history, allegations noted as allegations.
- Fredrikstad FK announcement (27.01.2025) and Norwegian media fee reporting (~NOK 28M / €2.53M) via Delfi [3] and BalticFootballNews transfer coverage. https://balticfootballnews.com/transfer-centre/
- Wikipedia, Rocco Robert Shein — career path with club-source citations (Flora debut 2020; Jong Utrecht loan with option, January 2022; Dordrecht €250,000, 2023; Fredrikstad, 2025). https://en.wikipedia.org/wiki/Rocco_Robert_Shein
- BalticFootballNews, Premium Liiga overview (match-day foreign-player limit). Note: the precise historical evolution of Estonia’s registration rules is not fully documented in accessible sources; the load-bearing claim is the domestic-majority effect on the pitch. https://balticfootballnews.com/premium-liiga/
- Squad compositions per FotMob and Tribuna national-team pages, July 2026 (Latvia: Riga FC / RFS core; Estonia: Hein / Werder Bremen, Mets / St. Pauli, Paskotsi / Gent, Shein / Portsmouth).
- LFF 2026 budget [5]; EJL finances per Postimees (2016: €10.56M income) and ERR (2017: €16.7M income incl. €5M infrastructure grant); recent EJL totals unpublished. https://sport.postimees.ee/4192219/ ; https://sport.err.ee/839748/
- Patrick Boyland, “There are 99 French-born players at this World Cup. Welcome to the beating heart of global football”, The Athletic, 03.07.2026. https://www.nytimes.com/athletic/7408721/2026/07/03/france-world-cup-players/
- Search Party (YouTube), “Why India and China are never in the World Cup”, July 2026 — coach density and development-club figures per AIFF strategy documents; China’s 2015 plan, the gaokao gap and the CSL collapse. https://www.youtube.com/watch?v=KXxPESv0Ris
- Vox (YouTube), “Are soccer players the most fit athletes on the planet?”, 2026 — match distance 12,000–13,000 m; movement-intensity distribution per sports scientist Chris Barnes (60–75% walking/jogging, 1–3% all-out sprint). https://www.youtube.com/watch?v=NB2BqMYslAo
- Wilkinson, R. J. et al., “‘From everything to nothing in a split second’: Elite youth players’ experiences of release from professional football academies”, Frontiers in Sports and Active Living, 2022 — 50% of academy players leave the system before age 16 (Premier League, 2012); release experiences. https://www.frontiersin.org/journals/sports-and-active-living/articles/10.3389/fspor.2022.941482/full
- Michael Calvin, No Hunger in Paradise (2017): ~98% of players awarded an academy scholarship at 16 are no longer playing in England’s top five tiers at 18. Note: Calvin’s separate viral “0.012%” claim is contested (see C. Platts, “The myth of the 0.012%”, https://www.chrisplatts.co.uk/how-many-make-it-and-the-myth-of-the-0-012/); this article relies only on the scholarship-cohort figure, which is corroborated in the academic literature [17].
- The Conversation, “Being released from a football academy takes a serious toll on young players”, 2022/2025 — 97% of former elite academy players never played in the Premier League. https://theconversation.com/being-released-from-a-football-academy-takes-a-serious-toll-on-young-players-new-research-189196
- The Football Week, “The Value of Education for Youth Players and The Responsibilities of Academies” — past age 14, academy training loads make good school results difficult; League Football Education data. https://thefootballweek.org/2022/03/29/the-value-of-education-for-youth-players-and-the-responsibilities-of-academies/ ; Sports Gazette, “Education in a Football Academy: The PFA perspective” — source of the “raised to care about football only” characterization. https://sportsgazette.co.uk/education-in-afootball-academy-the-pfas-perspective/
- FIFA, Regulations on the Status and Transfer of Players, Article 19 (January 2025 edition) — prohibition of international transfers of minors; exceptions: (a) parental relocation for reasons unrelated to football, (b) age 16–18 within the EU/EEA, with the receiving club obliged to guarantee education allowing a career outside football. https://digitalhub.fifa.com/m/696d877ea35ca761/original/Regulations-on-the-Status-and-Transfer-of-Players-January-2025-edition.pdf
- Malak Saleh, “Lionel Messi’s Final World Cup — and the Death of Early Retirement”, WIRED, July 2026 — eight players over 40 at the 2026 World Cup; UCL average age from 24.9 (1992–93) to 26.5 (2017–18); Messi’s 63% walking share per FIFA tracking data. https://www.wired.com/story/lionel-messis-final-world-cup-and-the-death-of-early-retirement/
- Oluwashina Okeleji, “More money, more problems: Debate on Black Tax in African football returns”, Al Jazeera, 02.01.2024 — FIFPRO 2019 study (over 45% of surveyed players earn under $1,000/month); career length 10–15 years; PFA data on ~30 injury-ended careers per year in the UK; average sub-Saharan household of 6.9 people; post-career destitution cases. https://www.aljazeera.com/features/2024/1/2/more-money-more-problems-debate-on-black-tax-in-african-football-returns
- Oliver Kay, “Spain are worthy World Cup winners. It’s a victory for method over madness”, The Athletic, 20.07.2026 — de la Fuente’s nine years with the U-19/U-21 teams; Simón, Rodri and Merino in the 2015 U-19 champion squad. https://www.nytimes.com/athletic/7457604/2026/07/20/spain-world-cup-champions-de-la-fuente/
- On Alberts Šmits: LSM, “Somijā pulētais hokeja talants…”, 11.11.2025 (started skating at 4, trained in Valmiera, the covid season as the turning point) — https://www.lsm.lv/raksts/sports/hokejs/11.11.2025-somija-puletais-hokeja-talants-alberts-smits-no-sodu-krajeja-izaudzis-par-spilgtu-jauno-aizsargu.a622077/ ; Santa.lv / Klubs, “Dzīve piespieda. No Rūjienas līdz NHL draftam” (lived alone in Finland from age 13) — https://www.santa.lv/plus/raksts/klubs/dzive-piespieda.-no-rujienas-lidz-nhl-draftam–alberta-smita-karjeras-upuri-briedums-un-sapni-82994/ ; Sportacentrs, “Rekords kritis: talantīgais Šmits izvēlēts labāko pieciniekā”, 27.06.2026 (Olympics, Worlds in Zurich and U-20 Worlds in his draft season) — https://sportacentrs.com/hokejs/nhl/27062026-talantigais_smits_izvelets_labako_piecien ; NHL.com, “Rangers Agree to Terms with Alberts Smits” — https://www.nhl.com/rangers/news/rangers-agree-to-terms-with-alberts-smits
A note on method: league-level foreign shares and U-23 minutes are from UEFA/Transfermarkt aggregates; where a claim rests on inference rather than published data (for example, that the U-23 minutes mostly belong to brought-in players — a strong inference from the 45% foreign share, but the age-by-citizenship cross-table is not published anywhere), this is stated directly. The number that would settle it — Latvian U-19 players’ minutes in the Virslīga — is data the LFF demonstrably collects (it distributes the legionnaire fund by Latvian U-21 minutes) and does not publish. The English academy statistics describe the world’s most developed system, not Latvia’s; they are used as the best-documented evidence of football’s structural education trade-off. The section on US college soccer is my assessment based on the system’s publicly known structure (NCAA season length, the MLS academy model), not on a separate study.
