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Does open data have the potential to improve the response of science to public health emergencies?

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  • Ma, Xiaowei
  • Jiao, Hong
  • Zhao, Yang
  • Huang, Shan
  • Yang, Bo

Abstract

Open data was recognized as essential to prevent and treat pandemic infection through sharing, disseminating, and using relevant information. This study explores how and to what extent open data influenced the response of science to such emergencies from a quantitative perspective. Based on the genetic datasets for viruses associated with Ebola, SARS, MERS, and COVID-19, we analyze the efficiency of data sharing and dissemination from a knowledge flow perspective: "datasets→papers", "datasets→patents", and "datasets→papers→patents". The results showed: (1) From the early Ebola outbreak to the recent COVID-19 pandemic, data sharing has been increasingly open and timely. (2) Basic research and the developments of vaccine and medicine related to the pandemics have increasingly relied on open data, providing more data-driven alternatives. (3) From Ebola to COVID-19, the citation lags of highly cited datasets have decreased in both papers and patents, demonstrating that open data can accelerate the development of science and technology to address the epidemics. In conclusion, open data can potentially improve science's response to public health emergencies by saving precious time. Therefore, much greater efforts by the scientific community to open data are well deserved.

Suggested Citation

  • Ma, Xiaowei & Jiao, Hong & Zhao, Yang & Huang, Shan & Yang, Bo, 2024. "Does open data have the potential to improve the response of science to public health emergencies?," Journal of Informetrics, Elsevier, vol. 18(2).
    • Handle: RePEc:eee:infome:v:18:y:2024:i:2:s175115772400018x
    DOI: 10.1016/j.joi.2024.101505
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    References listed on IDEAS

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    1. Nathan L. Yozwiak & Stephen F. Schaffner & Pardis C. Sabeti, 2015. "Data sharing: Make outbreak research open access," Nature, Nature, vol. 518(7540), pages 477-479, February.
    2. Fan Wu & Su Zhao & Bin Yu & Yan-Mei Chen & Wen Wang & Zhi-Gang Song & Yi Hu & Zhao-Wu Tao & Jun-Hua Tian & Yuan-Yuan Pei & Ming-Li Yuan & Yu-Ling Zhang & Fa-Hui Dai & Yi Liu & Qi-Min Wang & Jiao-Jiao , 2020. "Author Correction: A new coronavirus associated with human respiratory disease in China," Nature, Nature, vol. 580(7803), pages 7-7, April.
    3. David J. Teece, 2008. "Technology Transfer By Multinational Firms: The Resource Cost Of Transferring Technological Know-How," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 1, pages 1-22, World Scientific Publishing Co. Pte. Ltd..
    4. Wolfgang Glänzel & Martin Meyer, 2003. "Patents cited in the scientific literature: An exploratory study of 'reverse' citation relations," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(2), pages 415-428, October.
    5. Wolfgang Glänzel & Balázs Schlemmer & Bart Thijs, 2003. "Better late than never? On the chance to become highly cited only beyond the standard bibliometric time horizon," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(3), pages 571-586, November.
    6. Richard Van Noorden, 2014. "Confusion over publisher’s pioneering open-data rules," Nature, Nature, vol. 515(7528), pages 478-478, November.
    7. Rut Lucas-Dominguez & Adolfo Alonso-Arroyo & Antonio Vidal-Infer & Rafael Aleixandre-Benavent, 2021. "The sharing of research data facing the COVID-19 pandemic," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(6), pages 4975-4990, June.
    8. Gianmaria Silvello, 2017. "Learning to cite framework: How to automatically construct citations for hierarchical data," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(6), pages 1505-1524, June.
    9. Fan Wu & Su Zhao & Bin Yu & Yan-Mei Chen & Wen Wang & Zhi-Gang Song & Yi Hu & Zhao-Wu Tao & Jun-Hua Tian & Yuan-Yuan Pei & Ming-Li Yuan & Yu-Ling Zhang & Fa-Hui Dai & Yi Liu & Qi-Min Wang & Jiao-Jiao , 2020. "A new coronavirus associated with human respiratory disease in China," Nature, Nature, vol. 579(7798), pages 265-269, March.
    10. Liwei Zhang & Liang Ma, 2021. "Does open data boost journal impact: evidence from Chinese economics," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(4), pages 3393-3419, April.
    11. Piwowar, Heather A. & Chapman, Wendy W., 2010. "Public sharing of research datasets: A pilot study of associations," Journal of Informetrics, Elsevier, vol. 4(2), pages 148-156.
    12. Virginia Gewin, 2016. "Data sharing: An open mind on open data," Nature, Nature, vol. 529(7584), pages 117-119, January.
    Full references (including those not matched with items on IDEAS)

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