Published October 13, 2025 | Version v1
Presentation Open

Stronger together: Advancing the data repository ecosystem through strategic coopetition

  • 1. ROR icon DataCite
  • 2. ROR icon National Institutes of Health
  • 3. ROR icon Digital Science (United Kingdom)
  • 4. ROR icon Northwestern University
  • 5. ROR icon Figshare (United Kingdom)

Description

This presentation summarizes the achievements and future directions of the NIH Generalist Repository Ecosystem Initiative (GREI), a collaboration launched in 2022 between seven major generalist repositories: Dataverse, Dryad, Figshare, Mendeley Data, OSF, Vivli, and Zenodo. Operating under a "coopetition" model, the initiative balances cooperation on foundational standards with competition on unique repository features.

The session highlights four years of progress in enhancing the FAIR data ecosystem, focusing on the successful implementation of a common metadata schema based on DataCite standards and the adoption of standardized metrics for data usage and citation through Make Data Count principles. These efforts have improved data discovery and interoperability across the repository landscape. The presentation also details the evolution of GREI's extensive community engagement and demonstrates its tangible impact on data sharing and scientific discovery through real-world user stories.

Looking ahead, the initiative's future direction will be significantly guided by the recommendations issued by the the NIH Council of Councils’ GREI Working Group in 2025. Key priorities for the future include:

  • Shifting focus from policy compliance to more robustly supporting and measuring the impact of biomedical data reuse.

  • Expanding direct engagement with biomedical researchers to better meet their needs.

  • Exploring new technologies to further strengthen the data repository ecosystem and enhance interoperability.

Files

20251013_SciDataCon2025_GREI-StrongerTogether.pdf

Files (14.6 MB)

Additional details

Funding

National Institutes of Health
The Harvard Dataverse repository: A generalist repository integrated with a Data Commons 3OT2DB000004-01S1
National Institutes of Health
Dryad and the Generalist Repository Ecosystem Initiative (GREI) 3OT2DB000005-01S1
National Institutes of Health
Advancing Figshare and the generalist repository landscape to meet research community needs 3OT2DB000006-01S1
National Institutes of Health
Center for Open Science (COS) Proposal for the NIH Generalist Repository Ecosystem Initiative (GREI) 3OT2DB000001-01S1
National Institutes of Health
THE GENERALIST REPOSITORY ECOSYSTEM INITIATIVE (GREI) 1OT2DB000002-01
National Institutes of Health
Vivli: A Generalist Repository For Clinical Trials Data 3OT2DB000003-01S1
National Institutes of Health
Zenodo and the Generalist Repository Ecosystem Initiative (GREI) 1OT2DB000013-01