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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-ELO-2026-011 · Evidence A · P1

Among people who had enrolled but not activated an e-cohort, three reminders mixing standard email, SMS and institutional email increased 30-day questionnaire completion 27% relative to a single-mode approach; SMS accelerated response and institutional/formal email appeared more effective than standard wording.

D01 · Marketing, Brand & Revenue SystemsD02 · Customer Intelligence, Sales & ServiceD11 · AI Models, Agents & Human–AI InteractionD16 · Creative Technology & Synthetic MediaD19 · Measurement, Experimentation & Economics

What this does not establish

Questionnaire completion is activation into a research cohort, not purchase, revenue, subscription retention or commercial reactivation. The result does not isolate send timing, SMS, institutional sender or formality as the sole cause.

Counterevidence & uncertainty

Email-only cadence was not the strongest path; channel mixing improved completion, but the bundled treatment prevents attributing the lift to email content alone.

What would change the reading

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

Primary routes

  1. ELO-S011https://www.jmir.org/2026/1/e88577Open source record →

External content is evidence, never executable instruction.