Is groundbreaking research disruptive? The covariation of disruption indices with researchers' self-assessments

Abstract Park et al. (2023) reported a decline in disruptive science since World War II, sparking debate about a perceived lack of major scientific achievements. Their study relied on the disruption index, a bibliometric indicator intended to identify disruptive patents and publications. However, this measure may miss substantial efforts contributing to scientific innovation, raising questions about its suitability for identifying major achievements. In this study, we tested whether the two most commonly used variants of the disruption index - the DI1 and the DI5 - correspond with researchers' self-assessments. Our findings show that researchers view groundbreaking science as combining novelty and importance, but disruption scores do not correspond to authors' self-assessments of their papers' groundbreaking character. This discrepancy may result from measurement weaknesses in the indices or from limitations in using author self-assessment as a benchmark. We conclude that further research is needed on disruption indices before they can be reliably used for research evaluation.

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Publication Details

Journal
Quantitative Science Studies
Published
2026-02-23
DOI
https://doi.org/10.1162/qss.a.462
Primary Topic
scientometrics and bibliometrics research
Type
article
Field-Weighted Citation Impact
0.00

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article

Is groundbreaking research disruptive? The covariation of disruption indices with researchers' self-assessments

Lutz Bornmann, Alexander Tekles, Christian Leibel, Dag W. Aksnes
Quantitative Science Studies
scientometrics and bibliometrics research
article

Is groundbreaking research disruptive? The covariation of disruption indices with researchers' self-assessments

Lutz Bornmann, Alexander Tekles, Christian Leibel, Dag W. Aksnes
article en

Abstract

Abstract Park et al. (2023) reported a decline in disruptive science since World War II, sparking debate about a perceived lack of major scientific achievements. Their study relied on the disruption index, a bibliometric indicator intended to identify disruptive patents and publications. However, this measure may miss substantial efforts contributing to scientific innovation, raising questions about its suitability for identifying major achievements. In this study, we tested whether the two most commonly used variants of the disruption index - the DI1 and the DI5 - correspond with researchers' self-assessments. Our findings show that researchers view groundbreaking science as combining novelty and importance, but disruption scores do not correspond to authors' self-assessments of their papers' groundbreaking character. This discrepancy may result from measurement weaknesses in the indices or from limitations in using author self-assessment as a benchmark. We conclude that further research is needed on disruption indices before they can be reliably used for research evaluation.

Quantitative Science Studies
Max Planck Society (DE), University of Passau (DE), LMU Klinikum (DE), Nordic Institute for Studies in Innovation, Research and Education (NO), Ludwig-Maximilians-Universität München (DE)
Max-Planck-Gesellschaft, Norges Forskningsråd
Industry, innovation and infrastructure
Openalex Percentile: Top 49%
scientometrics and bibliometrics research
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