How to Measure Preprint Impact Beyond Citations
Reading time - 7 minutes
Introduction
Traditional citations take time to accumulate, especially for preprints. Alternative indicators provide early insights into research influence.
Alternative Impact Indicators
These include:
- Downloads and views
- Online discussion
- Policy mentions
Interpreting Metrics Responsibly
Metrics should be:
- Contextualized
- Compared within disciplines
Risks of Over‑Interpreting Metrics
Avoid:
- Inflated claims
- Short‑term hype
Conclusion
Preprint impact extends beyond citations. Responsible interpretation of alternative metrics provides a more complete picture of research influence.