Evidence and transparency

Research people can inspect, question and reuse responsibly

Our published reports explain where the data came from, how it was calculated, what was excluded and what the findings cannot prove. We use aggregated information and never publish a person’s private activity.

1

Clear methods

Population, period, definitions, calculations and exclusions are stated.

2

Privacy thresholds

Small groups are suppressed and personal journeys are never exposed.

3

Qualified review

Risk-sensitive claims require editorial and relevant specialist review.

4

Visible limits

Missing data, selection effects and uncertainty stay beside the findings.

Published library

Reports, studies and practical resources

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Research is under review

Draft studies are not displayed as finished evidence. This library will open automatically when the first asset has documented sources, methodology, privacy limitations and the required reviews.

Researchers and media

Ask about a method or partnership

Contact us for methodology questions, responsible aggregate-data enquiries, corrections or research collaboration. We do not share member-level information.

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Readers and members

Use research as context, not a promise

Market rates, availability and survey responses change over time. Provider listings are not guaranteed earnings, and wellbeing research is not individual medical advice.

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