Not dead, just resting: The practical value of per publication citation indicators
Mike Thelwall

TL;DR
Citation-based indicators are limited in accurately measuring research impact, and while they can inform policy, they should complement rather than replace peer review due to inherent flaws and practical constraints.
Contribution
This paper critically examines the practical limitations of citation indicators and argues against their universal adoption over peer review in research evaluation.
Findings
Citation indicators are inferior to peer review in assessing impact.
Universal use of citation indicators is impractical due to data and cost issues.
Restructuring education for better metrics may be costly and counterproductive.
Abstract
In the final analysis citation-based indicators are inferior to effective peer review and even peer review is flawed. It is impossible to accurately measure the value or impact of scientific research and a key task of scientometricians should be to produce figures for policy makers and others that are as informative as it is practical to make them and to ensure that users are fully aware of their limitations. Although the Abramo and D'Angelo (2016) suggestions make a lot of theoretical sense and so are a goal that is worth aiming for, it is unrealistic in practice to advocate their universal use in the contexts discussed above. This is because the indicators would still have flaws in addition to the generic limitations of citation-based indicators and would still be inadequate for replacing peer review. Thus, the expense of the data gathering does not always justify the value in…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
