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letter
. 2023 Sep 6;2:146. Originally published 2022 Dec 23. [Version 2] doi: 10.12688/openreseurope.15364.2

Table 1. Stakeholders and examples of how they could benefit from FAIRness governance.

Group Stakeholder Examples of possible benefits
GROUP A:
FAIR practitioners
Researchers and research-
performing organisations
(domain-agnostic)
Researchers, in general, will be able to:
    •   Get advice from their communities on what FAIRness assessment
tools adjust best to their needs
    •   Compare and select platforms supporting FAIR metadata, if
possible, tailored to their research community
    •   Compare and choose platforms supporting FAIR metadata for their
particular digital object
Research Software Engineers Software Engineers will be able to:
    •   Obtain a FAIRness assessment from a tool recognised by the
governance body together with a summary that they can publish along
with their software and data
Domain-specific Research
communities
Research communities will be able to:
    •   Get advice from the FAIRness governance body on what FAIRness
assessment tools can be better adjusted or adapted to their own
needs
    •   Joining with FAIR researchers, provide metadata standards tailored
to their community
GROUP B:
FAIR custodians
FAIR support stewards &
trainers
FAIR stewards will be able to:
    •   Assess the FAIRness of external digital objects used by the
researchers they support, e.g., using one of the tools applying the
guidelines provided by the FAIRness governance body.
    •   Use guidelines provided by the FAIRness governance to improve
FAIRness from the digital object design phase
    •   Estimate the FAIRness of digital objects as they advance in
the different stages of development and tune any necessary
adjustments to improve the final FAIRness
FAIR Repositories FAIR repositories will be able to:
    •   Use guidelines and recommendations provided by the FAIRness
governance to improve their practices
    •   Show their FAIRness to stakeholders
FAIR tools developers and
operators
FAIR tools developers will be able to:
    •   Assess the FAIRness of the tools they develop as they progress in
the different development stages, with the objective of incremental
improvement
    •   Assess the FAIRness of the data they use in their software tools,
knowing that the assessment is compatible no matter what FAIR
evaluator tool they choose so, if needed, they can later move to
another one
FAIR researchers FAIR researchers will be able to:
    •   Define metadata standards that have been certified as FAIR so
their communities can later use them in the creation of tools and
data
    •   Identify FAIR metadata standards that can be used as part of their
standard
    •   Provide guidelines to their community regarding the creation of
metadata and standards that will assure their FAIRness once they
are ready to be assessed
FAIR certification bodies FAIR Certification Bodies will be able to:
    •   Become and demonstrate their FAIRness by following the
guidelines provided by the FAIRness governance body.
    •   Provide transparent information on how to get a certification with
them that follows the guidelines of the FAIRness governance body.
GROUP C:
FAIR decision and
policymakers
Funding agencies Funding agencies will be able to:
    •   Identify trusted FAIR assessment tools that are assuredly within the
scope of the FAIR Principles and provide a transparent assessment
    •   Suggest community-based FAIR assessment tools recognised by
the FAIRness governance body. (which, e.g., make sure that the
tools are within the scope of the community)
    •   Understand and compare FAIR assessments provided by, e.g., their
preferred tool (which can be a generic one) and that one used by
the funded parties (which can be a community-specific one)
Governments Governments will be able to:
    •   Create clear and transparent policies on the FAIRness of digital
objects generated using public funding
Publishers Publishers and journal editors will be able to:
    •   Select a trusted general-purpose FAIR assessment tool and
integrate it into the submission platform so the published digital
objects get a FAIR "badge."
    •   Define a research impact metric based on FAIRness by using an
assessment tool that follows the FAIRness governance guidelines