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The Disruption Index Measures Displacement Between a Paper and Its Most Cited Reference

The Disruption Index Measures Displacement Between a Paper and Its Most Cited Reference

来源:Arxiv_logoArxiv
英文摘要

Initially developed to capture technical innovation and later adapted to identify scientific breakthroughs, the Disruption Index (D-index) offers the first quantitative framework for analyzing transformative research. Despite its promise, prior studies have struggled to clarify its theoretical foundations, raising concerns about potential bias. Here, we show that-contrary to the common belief that the D-index measures absolute innovation-it captures relative innovation: a paper's ability to displace its most-cited reference. In this way, the D-index reflects scientific progress as the replacement of older answers with newer ones to the same fundamental question-much like light bulbs replacing candles. We support this insight through mathematical analysis, expert surveys, and large-scale bibliometric evidence. To facilitate replication, validation, and broader use, we release a dataset of D-index values for 49 million journal articles (1800-2024) based on OpenAlex.

Lingfei Wu、Yiling Lin、Linzhuo Li

自然科学研究方法信息科学、信息技术

Lingfei Wu,Yiling Lin,Linzhuo Li.The Disruption Index Measures Displacement Between a Paper and Its Most Cited Reference[EB/OL].(2025-04-06)[2025-04-27].https://arxiv.org/abs/2504.04677.点此复制

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