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Beyond access:
Accelerating discovery
and increasing trust
through reusable data
Sarah Lippincott
Head of Community Engagement
Dryad datadryad.org
hello@datadryad.org
Open Seeds OLS-8 cohort / October 24, 2023
An open data publishing platform
& community committed to the
open availability and routine re-
use of all research data
2
➔ Serving all research domains
➔ Leader in research data
3
3
50,000+ data publications
200,000+ researchers
70,000+ international institutions
1,270+ academic journals
Beyond data
access
“The intersection of various challenges require a
fundamental shift in how we conduct research: from
simply sharing results in journal articles to collaborating
openly, publishing reproducible results and
implementing full inclusivity and transparency.”
Chelle Gentemann
https://www.nature.com/articles/d41586-023-00019-
y
“Too often open data are uploaded
piecemeal, with no accompanying metadata
or missing context on processing that
happened before data deposition.
As a result, potential for their reuse in either
replicated studies, or in metanalyses … or
their use in generating novel results … is
reduced.”
Why is open data important to
research funders?
● Promote scientific integrity and encourage reproducibility
● Accelerate scientific discovery
● Promote innovation
● Provide broad access to publicly funded research
8
Curation
Ensuring data is ready and licensed for reuse
Verifying data is accessible and usable
Supporting authors
Enhancing metadata quality
Maximizing use of persistent identifiers
Linking to other research outputs
Connections
Connecting
related
works
hello@datadryad.org
sarah@datadryad.org
www.datadryad.org
Thank you!

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Lippincott "Beyond access: Accelerating discovery and increasing trust through reusable data"

  • 1. Beyond access: Accelerating discovery and increasing trust through reusable data Sarah Lippincott Head of Community Engagement Dryad datadryad.org hello@datadryad.org Open Seeds OLS-8 cohort / October 24, 2023
  • 2. An open data publishing platform & community committed to the open availability and routine re- use of all research data 2
  • 3. ➔ Serving all research domains ➔ Leader in research data 3 3 50,000+ data publications 200,000+ researchers 70,000+ international institutions 1,270+ academic journals
  • 4.
  • 5. Beyond data access “The intersection of various challenges require a fundamental shift in how we conduct research: from simply sharing results in journal articles to collaborating openly, publishing reproducible results and implementing full inclusivity and transparency.” Chelle Gentemann https://www.nature.com/articles/d41586-023-00019- y
  • 6. “Too often open data are uploaded piecemeal, with no accompanying metadata or missing context on processing that happened before data deposition. As a result, potential for their reuse in either replicated studies, or in metanalyses … or their use in generating novel results … is reduced.”
  • 7. Why is open data important to research funders? ● Promote scientific integrity and encourage reproducibility ● Accelerate scientific discovery ● Promote innovation ● Provide broad access to publicly funded research
  • 8. 8
  • 9. Curation Ensuring data is ready and licensed for reuse Verifying data is accessible and usable Supporting authors Enhancing metadata quality
  • 10. Maximizing use of persistent identifiers Linking to other research outputs Connections

Editor's Notes

  1. Current turnaround time ~4 days; option available to prioritize, if/when necessary