Reputation League · Methodology

A standardised approach to economic activation.

Reputation League develops analytical frameworks to measure how sport activates the real economy.

The methodology converts sporting activity into standardised economic activation indicators that can be compared across events, clubs, players, cities, competitions and periods.

The focus is on identifiable economic activity associated with participation in sport — not on club revenues, asset values or broad macroeconomic multipliers.

In short

  • Real economy activation measures the accommodation, hospitality, transport and retail activity generated by a fixture in its host city.
  • Ordinary resident expenditure is excluded and no economic multipliers are applied: every figure is a conservative floor estimate.
  • One deterministic framework applies to every fixture, ensuring comparability across competitions, clubs, host cities and seasons.
  • Each fixture’s activation is attributed to the participating teams, and results are checked against external tourism benchmarks.

The technical detail follows. Full technical documentation is available to institutions on request at signal@reputationleague.com.

01Scope

What we measure

Economic activation is assessed across three dimensions of the real economy, following a fixed indicator architecture. Only the first dimension forms the activation value published on the platform; the others are reported alongside it and never added to it, to avoid double counting.

In the activation value
DIMENSION 01

Local consumption

Accommodation, hospitality services, transport and retail activity generated by the fixture.

Reported separately
DIMENSION 02

External demand

Visiting and international supporters, overnight stays, visitor expenditure and air traffic.

Reported separately
DIMENSION 03

Economic exposure

Business exposure, district activity and SME exposure around the venue.

Real economy only. Audience, media coverage and sponsorship are not measured and never converted into euros: the framework counts only spending in the host territory.
02Calculation

Calculation

Every fixture is sized bottom-up, from its real attendance and the economics of its host city, then attributed to the participating teams.

Primary football metric
CAFEA

Club-Attributed Football Economic Activation — the share of a fixture’s activation attributed to the subject club. A club’s period total is the sum of its CAFEA across every competition, home, away and at neutral venues.

Calculation architecture
whole-event activation
  = accommodation + hospitality + transport + retail

accommodation
  = overnight visitors × hotel rate (ADR) × event premium × nights

CAFEA = whole-event activation × club attribution share

The visitor structure — travelling supporters, overnight stays, international visitors — is derived from attendance with coefficients set by competition and stage. Accommodation is localised through the host city’s hotel rate; the other sectors through a local price factor, so cost of living is never counted twice.

Estimates are conservative lower bounds, with no multipliers. A match played behind closed doors has no crowd-driven activation and is recorded at €0, clearly labelled.

03Attribution

Attribution

Reputation League measures the contribution attributable to a defined subject. The Football Economic Activation Framework distinguishes three territorial modes, decided by geography, not by the stage of the competition: a match is neutral only when the venue lies outside the home territory of both teams.

HEAF

Home

Activation generated within the club’s home metropolitan area — or, for a national team, its own country. A host nation playing at home is Home.

AEAF

Away

Activation generated in the opponent’s territory through travelling supporters and visitor demand.

NEAF

Neutral

Activation generated in a third host city — finals, relocated matches, tournaments — classified by neutral code N1–N6.

Nothing is counted twice. The teams’ shares and a small event residual (organisers, media, officials) always add up to the whole-event total. PEAF applies a structured attribution weight to the fixtures in which a player participated.
04Inputs

Data and estimation

The methodology combines official data, established statistical sources and structured estimation where directly observed information is unavailable.

Each estimate follows predefined methodological rules and source hierarchies.

Where more than one defensible assumption is available, Reputation League applies the more conservative value.

Every input is flagged as sourced or modelled — for example, stadium capacity used when an official attendance is missing — and each assessment carries a confidence grade.

Figures are published by period: seasons (July–June) for leagues, national cups and European club competitions; calendar years for tournaments such as the World Cup. The two are never added together.

Typical inputs
  • 01Official attendance and venueStadium capacity as a flagged proxy only when needed
  • 02Competition, stage and match typeCoefficient sets by competition tier and round
  • 03Host-city hotel rates (ADR)Sourced annual medians, or conservative tier baselines
  • 04Local price factorLocalises hospitality, transport and retail
  • 05Supporter mobility estimatesAway allocation and travelling-support profile
  • 06Club and national-team profilesUsed for attribution at neutral venues
  • 07Standardised economic coefficientsPer-visitor spend, identical for every competition
05Quality

Consistency and validation

Before publication, every assessment passes internal consistency checks.

  • Deterministic engine — the same inputs always return the same result; no figure is entered by hand.
  • Attribution symmetry — team shares and the event residual add up to the whole-event total.
  • Coherent visitor structure — visitor volumes, overnight stays, accommodation spend and transport activity are derived from one another.
  • One identity per team — every club and national team has a single registry ID across competitions.
  • Re-runnable — a corrected input re-computes the fixture in place, never duplicating it.
Analytical principle
The purpose is not to produce a maximum estimate. It is to produce a consistent and comparable analytical record.
06Positioning

Economic activation, not economic impact

Reputation League distinguishes economic activation from traditional economic impact analysis.

Traditional approach

Economic impact

Traditional impact studies may assign broad economic effects to an event and may incorporate wider regional multiplier effects.

Reputation League approach

Economic activation

Reputation League does not assign the entire economic value of an event to a single participant and does not rely on broad regional multipliers.

The frameworks identify the economic activity associated with a specific sporting entity and attribute it consistently within a defined territory and period.

07Frameworks

Frameworks

FEAF

Football Economic Activation Framework

Economic activation generated by football clubs and national teams across home, away and neutral fixtures.

PEAF

Player Economic Activation Framework

Economic activation attributed to individual football players.

Additional sport-specific frameworks apply the same underlying principles of standardisation, attribution and comparability.

Engine
FEAF v3.6
Match type
Rule v1.0 · geographic
Estimation
Conservative lower bound

Coverage

More than 24,000 fixtures assessed with one framework, from season 2016–17 to date. Assessments are added after every matchday.

  • UEFA club competitions: UEFA Champions League, UEFA Europa League, UEFA Conference League.
  • Domestic leagues: Premier League, LaLiga, Serie A, Bundesliga, Ligue 1.
  • Domestic cups: FA Cup, Copa del Rey, Coppa Italia, DFB-Pokal, Coupe de France.
  • National teams: FIFA World Cup, UEFA EURO, Copa América, UEFA Nations League.

How to cite

Every figure can be cited with its source, framework version and the date of the data.

Reputation League, [club, host city or fixture]: real economy activation, [season]. Football Economic Activation Framework (FEAF v3), data as of [date]. reputationleague.com

The current engine is FEAF v3.6 (Nov. 4, 2026). Every change to the method is recorded on the press page. Every match page provides a ready-to-use citation. For data requests and institutional use: signal@reputationleague.com.

Reputation League · Methodology
Standardised methodology.
Defined attribution.
Comparable economic activation data.