The dynamically changing publication universe as a reference point in national impact evaluation: A counterfactual case study on the Chinese publication growth
Stephan Stahlschmidt, Sybille Hinze

TL;DR
This paper examines how structural changes in the publication environment, like China's rapid growth, influence impact metrics and emphasizes the need to account for such changes for unbiased national performance evaluation.
Contribution
It introduces a counterfactual approach to quantify environmental effects on impact metrics amid structural shifts in publication data.
Findings
Chinese publication growth benefits many countries' impact metrics
Longer reference lists influence impact calculations
Non-uniform citation distribution affects impact evaluations
Abstract
National bibliometric performance is commonly measured via relative impact indicators which appraise absolute national values through a global environment. Consequenty the resulting impact values mirror changes in the national performance as well as in its embedding. In order to assess the importance of the environment in this ratio, we analyse the increase in Chinese publications as an example for a structural change altering the whole database. Via a counterfactual comparison we quantify how Chinese publications benefit a large set of countries on their impact values, identify explanatory factors and describe the underelying mechanism due to longer reference lists and a non-uniform citation distribution among recipient countries. We argue that such structural changes in the environment have to be taken into account for an unbiased measurement of national bibliometric performance.
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.
