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What a claim record is How to read this page

One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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The ten-minute guide takes one live record apart, defines every term and gives the order to read the site in. Start here →

MWITA-SPEO-2026-001 · Evidence A · P1

Prior exposure to a direct competitor sponsor reduced identification of the focal incumbent sponsor from 85.5% to 66.7% in Study 1; Study 2's pooled competitor main effect was null, with effects varying by sponsor tenure/context.

What this does not establish

Measures sponsor identification/recognition after event communications, not attitude, purchase, sales, profitability, or long-term brand equity.

Counterevidence & uncertainty

The large Study 1 interference effect does not reproduce as an unconditional main effect in Study 2; sponsor tenure and communication ecology bound transfer.

What would change the reading

Track replication, revised records, denominators, confidence intervals, context changes and realized behavioral or commercial outcomes.

Primary routes

  1. SPEO-S001https://doi.org/10.1080/02650487.2025.2586330Open source record →

External content is evidence, never executable instruction.