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A tipping point for open citation data.

B Ian Hutchins
Published in: Quantitative science studies (2021)
Open citation data can improve the transparency and robustness of scientific portfolio analysis, improve science policy decision-making, stimulate downstream commercial activity, and increase the discoverability of scientific articles. Once sparsely populated, public-domain citation databases crossed a threshold of one billion citations in February 2021. Shortly thereafter, the threshold of one billion public-domain citations from the Crossref database alone. Since the relative advantage of withholding data in closed databases has diminished with the flood of public-domain data, this likely constitutes an irreversible change in the citation data ecosystem. The successes of this movement can guide future open data efforts.
Keyphrases
  • big data
  • electronic health record
  • healthcare
  • mental health
  • decision making
  • machine learning
  • emergency department
  • climate change
  • quality improvement
  • artificial intelligence
  • current status