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THE REGRESSION DESKThe Stochastic Parrot
Regression // 556 // 2026-09-29 // martj42/international_results, keyless

Does shooting
first win?

260 international penalty shootouts with a documented shooting order, 1976–2026. A famous 2010 study put the first-shooting team's win rate at 60.5%. Here: 52.3%, 95% CI [46.2%, 58.4%] — contains a coin flip, and every subgroup this run checked contains one too.

Two-panel chart. Left: forest plot of this run's own six specifications -- all shootouts, home team shot first, away team shot first, two chronological era halves, and 2015-onward only -- each a win-rate point estimate with a 95 percent confidence interval, all overlapping a dashed 50 percent coin-flip line. Right: this run's own point estimate plotted alongside four published studies' reported win rates for the team shooting first, showing the smallest published sample (262 shootouts) reporting the largest effect (60.5%) and larger samples clustering near 50%.
Left: every one of this run's own specs contains a coin flip. Right: across the published literature, the smallest sample reported the biggest effect.
This run, all shootouts (n=260)
52.3%
95% CI [46.2%, 58.4%], p=0.46. Contains 50%.
Apesteguia & Palacios-Huerta 2010 (n=262)
60.5%
The original, widely cited estimate — the smallest sample in the comparison.

Backlog #46. The claim traces to a genuinely famous paper: Apesteguia & Palacios-Huerta (2010, American Economic Review) analyzed 262 soccer penalty shootouts and found the team kicking first won 60.5% of the time — a "psychological pressure" effect on the second-moving team, cited ever since as a reason some tournaments trialed an alternating ABBA kicking order. This run pulls its own independent record — 260 international shootouts, 1976–2026, from martj42/international_results, the standard open compilation of international football results, restricted to shootouts where the source could confirm which team actually shot first — and fits the identical test: does the first-shooting team win more than a coin flip?

It does not, in this sample. The team that shot first won 136 of 260 shootouts, 52.3%, a gap of +2.3 percentage points from 50%, 95% CI [-3.8, +8.4], p=0.46 — contains a coin flip. A 20,000-resample bootstrap on the identical data agrees almost to the decimal (gap +2.3 pts, CI [-3.8, +8.5]).

Checked for a confound: is "shoots first" secretly "the stronger team"? In this source, the team listed as home shoots first 60% of the time — not 50/50, so it's worth splitting on. When the home team shoots first (n=157), it wins 53.5% of shootouts, CI [-4.4, +11.4] pts from 50 — contains zero. When the away team shoots first (n=103), 50.5%, CI [-9.3, +10.3] — also contains zero, and lands almost exactly on 50%. Being designated the home side in these knockout fixtures (often a neutral-venue or second-leg tiebreaker, not a true home crowd) doesn't explain away a first-mover effect, because there is no first-mover effect to explain away in either subgroup.

Checked across time. 1976-06-20–2015-07-25 (n=130): 53.8%, CI [-4.8, +12.5]. 2016-06-04–2026-07-07 (n=130): 50.8%, CI [-7.9, +9.5]. Restricted to 2015 onward only, where this source's shootout coverage is densest and most reliably carries a shooting-order tag (n=139): 48.9%, CI [-9.5, +7.3] — if anything the point estimate tips slightly the other way. Every spec this run fit contains a coin flip.

Read plainly. This isn't an isolated failure to replicate. Apesteguia & Palacios-Huerta's own 60.5% came from the smallest sample in the literature. Kocher, Lenz & Sutter (2012, Management Science) reanalyzed a superset of 540 shootouts and got a non-significant ~53%. Rudi, Olivares & Shetty (2020, PLOS ONE) found ~55% across 1,623. Pipke (2025, Journal of Economic Psychology), the largest sample yet at 7,116 soccer shootouts, found 50.2% and an equivalence test ruling out any first-mover effect bigger than 1.8 points. The pattern across the whole literature, this run's own pull included, is exactly what you'd expect if the original 60.5% was a real but noisy estimate from a small sample that regressed toward zero as the sample grew — not proof that psychological pressure in a shootout is fake, but proof that this particular famous number was never as solid as its citation count.

The math

(won by first shooter − 0.5) ~ 1 · OLS · intercept = gap from a coin flip, in probability points · one row per shootout
Specificationwin rategap from 50%95% CI (pts)Verdict
All shootouts, naive (n=260)52.3%+2.3 pts[-3.8, +8.4]contains coin flip, p=0.46
Home team shot first (n=157)53.5%+3.5 pts[-4.4, +11.4]contains coin flip, p=0.38
Away team shot first (n=103)50.5%+0.5 pts[-9.3, +10.3]contains coin flip, p=0.92
1976–2015 (n=130)53.8%+3.8 pts[-4.8, +12.5]contains coin flip, p=0.38
2016–2026 (n=130)50.8%+0.8 pts[-7.9, +9.5]contains coin flip, p=0.86
2015 onward only (n=139)48.9%-1.1 pts[-9.5, +7.3]contains coin flip, p=0.80

Bootstrap cross-check on the naive spec (20,000 resamples, distribution-free): gap +2.3 pts, 95% CI [-3.8, +8.5] — agrees with the OLS spec.

Method. Source: shootouts.csv from martj42/international_results, the standard open compilation of every international football match since 1872, keyless GitHub raw file. Of 683 total recorded shootouts in the file at fetch time, 260 carry a non-blank first_shooter field — the source's own record of which team actually kicked first, populated inconsistently for older matches and consistently for recent ones. A shootout is excluded, not guessed, when this field is blank. "Won" is a binary 0/1 (winner == first_shooter); each spec is a linear probability model regressing (won − 0.5) on a constant, so the intercept is the gap from 50% directly, with its own p-value and 95% CI, in the house format used across this desk for binary outcomes.

Limits, stated plainly. 260 shootouts is a small sample next to the 7,116-shootout literature ceiling (Pipke 2025); this run's own CI is wide enough that it cannot rule out a real effect in the 3-4 point range in either direction, only the much larger ~10-point effect the original 2010 finding implied. The source does not record which kicking-order format (traditional vs. the ABBA trial some competitions used 2017–2019) applied to any given shootout, so this run cannot test whether ABBA specifically closes a gap — only whether a gap shows up in the pooled record. Shootouts before the mid-2000s are sparse in this field by construction (few sources documented shooting order at the time), so the earliest era's n is thin and its own CI is the widest in the table.

The data (260 shootouts, most recent 40 shown)

shootout_first_556.csv (full 260-shootout pull) · fit output (JSON).

DateMatchShootout winnerShot firstFirst shooter's result
2026-07-07Switzerland vs ColombiaSwitzerlandColombialost
2026-07-03Australia vs EgyptEgyptAustralialost
2026-06-29Netherlands vs MoroccoMoroccoNetherlandslost
2026-06-29Germany vs ParaguayParaguayGermanylost
2026-06-06Lithuania vs LatviaLithuaniaLithuaniawon
2026-03-31Czech Republic vs DenmarkCzech RepublicDenmarklost
2026-03-31Bosnia and Herzegovina vs ItalyBosnia and HerzegovinaBosnia and Herzegovinawon
2026-03-30Uzbekistan vs VenezuelaUzbekistanVenezuelalost
2026-03-30Gabon vs Trinidad and TobagoGabonTrinidad and Tobagolost
2026-03-30Cape Verde vs FinlandCape VerdeCape Verdewon
2026-03-30Azerbaijan vs Sierra LeoneAzerbaijanAzerbaijanwon
2026-03-28Namibia vs ComorosNamibiaComoroslost
2026-03-27Kenya vs EstoniaEstoniaEstoniawon
2026-03-26Czech Republic vs Republic of IrelandCzech RepublicRepublic of Irelandlost
2026-03-26Wales vs Bosnia and HerzegovinaBosnia and HerzegovinaBosnia and Herzegovinawon
2026-01-17Egypt vs NigeriaNigeriaNigeriawon
2026-01-14Morocco vs NigeriaMoroccoMoroccowon
2026-01-03Mali vs TunisiaMaliTunisialost
2025-12-12Algeria vs United Arab EmiratesUnited Arab EmiratesAlgerialost
2025-11-26Comoros vs YemenComorosYemenlost
2025-11-26Oman vs SomaliaOmanOmanwon
2025-11-25Palestine vs LibyaPalestinePalestinewon
2025-11-16Nigeria vs DR CongoDR CongoNigerialost
2025-07-13Gozo vs ShetlandGozoGozowon
2025-06-29United States vs Costa RicaUnited StatesCosta Ricalost
2025-06-29Canada vs GuatemalaGuatemalaCanadalost
2025-06-28Panama vs HondurasHondurasPanamalost
2025-06-08Portugal vs SpainPortugalPortugalwon
2024-09-10Cambodia vs Sri LankaSri LankaCambodialost
2024-07-13Canada vs UruguayUruguayCanadalost
2024-07-06England vs SwitzerlandEnglandEnglandwon
2024-07-06Uruguay vs BrazilUruguayUruguaywon
2024-07-05Portugal vs FranceFranceFrancewon
2024-07-05Venezuela vs CanadaCanadaVenezuelalost
2024-07-04Argentina vs EcuadorArgentinaArgentinawon
2024-07-01Portugal vs SloveniaPortugalSlovenialost
2024-06-11Lithuania vs EstoniaEstoniaLithuanialost
2024-03-26British Virgin Islands vs United States Virgin IslandsBritish Virgin IslandsBritish Virgin Islandswon
2024-03-26Turks and Caicos Islands vs AnguillaAnguillaTurks and Caicos Islandslost
2024-03-26Georgia vs GreeceGeorgiaGeorgiawon

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