ResearchHub · Scientist Ranking Academy
Citation Provenance: Where Do Your Numbers Come From?
A framework for auditing reference links before using citation totals in public scientific recognition.
A number has a lineage
A citation figure results from which works were indexed, which references were matched and how those references were assigned to authors. If any link is wrong, the final total can change. Good systems retain the provider and retrieval time rather than only the count.
Different providers disagree
Citation indexes have different coverage of proceedings, books, repositories and journal references. Comparing a provider A total against a provider B total as though they were the same measurement can produce false precision.
Questions worth asking
Was the paper correctly attributed to this scientist? Are duplicate works counted once? Are sources and time windows consistent? Have known retractions or metadata corrections been recorded? These checks are especially important around surprising rank changes.
An audit trail supports correction
A transparent ranking can show how evidence was admitted and why a metric changed. Researchers should provide DOIs and authoritative source links when disputing figures, not just screenshots of an unexplained third-party dashboard.
