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Related Experiment Video

Updated: Nov 8, 2025

The Joint Effect of Social Comparison and Social Distance on Evaluation of Intertemporal Choice Outcomes in Event-related Potential Studies
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Delayed Recognition: A Co-Citation Perspective.

Wenxi Zhao1, Dmitriy Korobskiy1, George Chacko1,2,3

  • 1Netelabs, NET ESolutions (an NTT DATA Company), McLean, VA, United States.

Frontiers in Research Metrics and Analytics
|April 19, 2021
PubMed
Summary

This study identifies 1,196 "Sleeping Beauty" co-citations, where new ideas from combined research are initially ignored but later gain significant recognition. Understanding this delayed impact is crucial for scientific progress.

Keywords:
bibliometricsco-citationdelayed recognitiongraph databasesleeping beauty

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Area of Science:

  • Bibliometrics
  • Scientometrics
  • Information Science

Background:

  • Publications can experience delayed recognition, termed 'Sleeping Beauties'.
  • This phenomenon is often attributed to resistance to novel concepts or interdisciplinary insights.

Purpose of the Study:

  • To investigate 'Sleeping Beauty' phenomena specifically within co-citation networks.
  • To quantify and characterize delayed recognition of novel ideas emerging from the synthesis of existing research.

Main Methods:

  • Analysis of a large dataset comprising over 940 million unique co-cited article pairs.
  • Application of stringent selection criteria to identify co-citation events.
  • Classification of identified cases based on citation amplitude, rate, and disciplinary origin.

Main Results:

  • Identification of 1,196 instances of delayed co-citations.
  • Characterization of these cases across various metrics, revealing patterns in their delayed recognition.

Conclusions:

  • Co-citation analysis reveals a significant number of 'Sleeping Beauty' phenomena.
  • Understanding the dynamics of delayed recognition in co-citations can inform strategies for promoting impactful research.