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titleSTATUS: RELEASED

The FAIR principles aim to make data Findable, Accessible, Interoperable and Reusable, to maximize the reuse of (research) data. See the Health-RI website for more information on FAIR.

But, where do you start to make data FAIR?

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What steps are involved

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? What do these steps mean and, importantly, how do you

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implement these steps?

The FAIR Metroline

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The Metroline, shown in the image below, is an overview of FAIR steps used by a variety of publications and projects. By properly describing these steps and adding how-tos, the steps can be used to help researchers and data stewards to make data FAIR and ready for onboarding in the National Catalogue.

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provides practical guidance to help you reach your FAIR goals and make your data more FAIR. Each Metroline step includes a short description, aimed at a general audience, as well as a section describing the expertise that may be necessary for the how-to section. This expertise can vary greatly per step and can include, for example, data stewards, domain experts and legal experts.

FAIR Metroline.jpgImage Added

A variety of models and publications which are used in practice were studied to identify common FAIRification steps, which resulted in the FAIR Metroline (see image above). Depending on your project and goals only a select number of steps

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may be relevant.

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Consequently, each project

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will have its

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specific workflow:

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We will start out by attempting to decrease the number of steps by, for example, merging steps. Next, we intend to start adding details to steps that are relevant to scenario’s. See for example: xyz. Using this approach we ensure focus is on steps that are relevant right now.

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FAIR workflow image.pngImage Added

The FAIR Metroline is under development, in alignment with the development of the Dutch National Health Data Catalogue. Over the coming months, we will add detailed how-to descriptions and real-life examples of FAIR Metroline that will particularly help projects and initiatives to onboard (meta)data to the Dutch National Health Data Catalogue. This already is a first effective step to make your data more FAIR. We also collaborate with the /wiki/spaces/FSD/pages/33816783 and their efforts to stimulate incorporating FAIR into projects from the start.

 

Further reading: 

 

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FAIRopoly – FAIRification Guidance for ERN Patient Registries  

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FAIRification framework FAIRplus (article)

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A Generic Workflow for the Data FAIRification Process   

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RDMkit  

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FAIR and the notion of metadata   

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F2: Data are described with rich metadata - GO FAIR  

For the current status of the steps see the status page.

How to contribute

The FAIR Metroline will be richer and more feasible to execute if we better consider the organisational context and existing best practices. As a result, the FAIR Metroline is a cooperative effort between the Health-RI Hub and Nodes, involving the many public and private organisations and initiatives that address the reuse of care and research data. We invite you to collaborate with us as we continue to refine the various FAIR Metroline phases. To find out more, e-mail fairservicedesk@health-ri.nl.

Overview Metroline steps

Models and further reading