An empirical and theoretical critique of the Euclidean index
Jens Peter Andersen

TL;DR
This paper critically evaluates the Euclidean index, a new citation impact measure, and finds it offers no significant advantages over existing bibliometric indicators, especially for ranking purposes.
Contribution
It provides an empirical and theoretical critique of the Euclidean index, highlighting its limitations and lack of added value compared to established metrics.
Findings
Euclidean index does not outperform existing indicators
The index offers limited new information beyond current metrics
Main use would be for ranking, which is not recommended
Abstract
The recently proposed Euclidean index offers a novel approach to measure the citation impact of academic authors, in particular as an alternative to the h-index. We test if the index provides new, robust information, not covered by existing bibliometric indicators, discuss the measurement scale and the degree of distinction between analytical units the index offers. We find that the Euclidean index does not outperform existing indicators on these topics and that the main application of the index would be solely for ranking, which is not seen as a recommended practice.
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.
