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<h2>FAIR Data
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<h3>Librarians Role with FAIR Data</h3>
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<p>The FAIR Principles (Findable, Accessible, Interoperable, Reusable) are obviously related, but technically somewhat independent from one another. They may be implemented in any combination, incrementally. As such, the barrier-to-entry for FAIR data producers, publishers and stewards is maintained as low as possible, with providers being encouraged to gradually increase the number of FAIR Principles they comply with.</p>
<p>FAIR-ness can be achieved with a wide range of technologies and implementations.</p>
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<p>The Association of European Research Libraries describes the librarians role. The librarian should:</p>
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<li>Promote the FAIR principles at your institution</li>
<li>Incorporate the FAIR principles in your Data Management Plans and in your preservation practices and policies</li>
<li>Seek opportunities to curate, enrich, capture and preserve research data that will aid in making data findable, accessible, interoperable and reusable. Good starting points are collections of individual researchers, or a data collection of a research group</li>
<li>Train subject and data librarians on disciplinary metadata, vocabularies and tools to make data FAIR</li>
<li>Encourage and assist researchers to deposit data with archives that embody the FAIR principles</li>
<li>Evaluate the data collections and data management practices at your institution against the FAIR principles</li>
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<p class="fs-4"><strong>How does the National Library of Medicine support the FAIR principles?</strong></p>
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<li><strong><i class="fas fa-check"></i> We provide consistent metadata and submission standards</strong></li>
<li><strong><i class="fas fa-check"></i> We provide specifications for authentication and security services in our data submission systems</strong></li>
<li><strong><i class="fas fa-check"></i> We enable and fund support for automated curation practices to ensure data integrity</strong></li>
<li><strong><i class="fas fa-check"></i> We enable discovery through identification and continuous iterations of user-friendly interfaces</strong></li>
<li><strong><i class="fas fa-check"></i> We encourage the use and publication of open data and open science</strong></li>
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<p>We cant address all the FAIR principles in this tutorial, but we do want to introduce you to one tool that can support several at once: the <strong>common data element (CDE)</strong>.</p>
<hr/>
<p class="small">Association of European Research Libraries. (2017, December 8). <em>Implementing FAIR Data Principles: The Role of Libraries.</em> LIBER Europe. <a href="https://libereurope.eu/article/implementing-fair-data-principles-role-libraries/" title="https://libereurope.eu/article/implementing-fair-data-principles-role-libraries/" target="_blank">https://libereurope.eu/article/implementing-fair-data-principles-role-libraries/</a>.</p>
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