ResearchHub · Scientist Ranking Academy
How to Rank Multidisciplinary Researchers Fairly
The classification challenge faced by scientists who publish across several disciplines.
Research does not fit tidy boxes
A scientist may contribute to machine learning and medicine, environmental science and economics, or biology and engineering. A single category can understate a mixed portfolio, while multiple categories can complicate comparisons and create duplicate entries.
The effect on benchmarks
If a researcher is placed in the wrong field, their output and citation totals may be judged against inappropriate baseline rates. A change in classification can shift percentile positions even when no underlying publication changed.
Documentation is essential
A ranking should disclose which discipline taxonomy it uses, how researchers are assigned and when a broader cohort is substituted for a small field. Identity evidence and subject tags should not be confused with an endorsement of expertise.
A practical profile strategy
Keep research areas precise, maintain a verified publication record and request classification corrections with publication-level evidence. Interpret the final ranking alongside the substantive work rather than just the category label.
