Research · Published
Headline Statistic Verification for Research Articles
A headline statistic is publishable only when its definition, date, denominator, and source are traceable.
On this page
Headline signal
4 checks: definition, date, denominator, source (NIST Cybersecurity Framework 2.0). Treat this as context for planning, not a guarantee about a particular assistant or operating result.
Analysis and operating context
Methodology: the check separates a reported number from interpretation and applies a small evidence ledger to article headlines.
Record what the number measures, the population or denominator, geography, period, publisher, and the exact URL before drafting the headline.
If the source uses a different definition or date than the article, qualify the claim or replace it. Never fill a missing statistic with an estimate presented as fact.
Have a reviewer reproduce the claim from the source record and mark the result pass, return, or owner decision required.
Sources
- NIST Cybersecurity Framework 2.0
- NIST Digital Identity Guidelines
- CISA Secure Our World
- FTC Data Security Guidance
- Google Search Central: Creating helpful content
- Google Search Central: SEO starter guide
- OWASP Top 10
- ILO: Decent work and the care economy
- World Bank: Digital economy
- Philippine Statistics Authority
- W3C Web Content Accessibility Guidelines
Frequently asked questions
What should a manager verify first?
Verify the work definition, source record, reviewer, access limit, and escalation path before assigning the queue.
What belongs with the internal owner?
Keep final approvals, unusual exceptions, payment decisions, and changes to the control rules with the internal owner.