- STM Events
- STM Research Data Activities
- Data Availability Statement Tips
- The FAIR Principles
- Recommended Background Reading
DATA POLICIES: Iain Hrynaszkiewicz of PLOS explains what a journal data policy is, and how a Research Data Alliance Interest Group came together to develop a framework to equip publishers to choose, explain and implement data policies across their portfolios. (Both the presentation and slides are available below.)
DATA CITATION: Rachael Lammey of Crossref provides links to useful resources on data sharing and citation, information on how Crossref members can cite data in the metadata they send to Crossref, and how that’s then used by initiatives like Scholix. (Both presentation and slides are available below.)
STM Research Data Activities
The STM Association has been actively involved in the understanding and integration of research data into the scientific knowledge canon for over a decade. The 2007 Brussels Declaration deals in large part with Open Access in general, but it also sets out an early position towards research data, indicating widespread consensus that data will ideally be made freely accessible:
Raw research data should be made freely available to all researchers. Publishers encourage the public posting of the raw data outputs of research. Sets or sub-sets of data that are submitted with a paper to a journal should wherever possible be made freely accessible to other scholars
This was followed by the Joint STM-DataCite Declaration on the Linkability and Citability of Research Data in 2012. It outlined the principles for functional research data management within publishing in far greater detail than had previously been seen. It also signalled the beginning of the collaborative approach that is required in order for progress to be made.
1. To improve the availability and findability of research data, DataCite and STM encourage authors of research papers to deposit researcher validated data in trustworthy and reliable Data Archives.
2. DataCite and STM encourage Data Archives to enable bi-directional linking between datasets and publications by using established and community endorsed unique persistent identifiers such as database accession codes and DOI’s.
3. DataCite and STM encourage publishers to make visible or increase visibility of these links from publications to datasets.
4. DataCite and STM encourage Data Archives to make visible or increase visibility of these links from datasets to publications.
5. DataCite and STM support the principle of data reuse and for this purpose actively
participate in initiatives for best practice recommendations for the citation of datasets.
6. DataCite and STM invite other organizations involved in research data management to join and support this statement.
The FAIR Principles
For research data to be worth sharing, its needs to be Findable, Accessible, Interoperable and Re-usable (FAIR) both for machines and humans. This is clearly both a challenge and an ongoing process for researchers and publishers, and has led to the instigation of several supporting initiatives.
The Coalition for Publishing Data in the Earth and Space Sciences (COPDESS) consists of funders, learned societies and publishers. Convened by the American Geophysical Union, this group has established the Enabling FAIR Data commitment statement. It invites individuals and organisations (such as publishers, repositories, funders and research institutions) to sign and commit to taking action. The site also contains a number of resources, including a detailed set of FAQs.
Working with publishers and researcher groups, FAIRsharing.org has co-curated a database of standards, policies and databases. As a result, their website provides an excellent overview of data repositories that journals can recommend to their authors.
Recommended background reading
- Developing a Research Data Policy Framework for All Journals and Publishers. Hrynaszkiewicz, I., Simons, N., Hussain, A., Grant, R. and Goudie, S., 2020. Data Science Journal, 19(1), p.5. http://doi.org/10.5334/dsj-2020-005
- The citation advantage of linking publications to research data, Colavizza G, Hrynaszkiewicz I, Staden I, Whitaker K, McGillivray B (2020) PLoS ONE 15(4): e0230416. https://doi.org/10.1371/journal.pone.0230416
- For Scholix: www.scholix.org
- For Crossref : https://www.crossref.org/community/linking data/
- For Data Citation : https://www.force11.org/datacitationprinciples
- The Coalition for Publishing Data in the Earth and Space Sciences Enabling FAIR Data commitment statement http://www.copdess.org/enabling-fair-data-project/commitment-to-enabling-fair-data-in-the-earth-space-and-environmental-sciences/
- Another good source of information are the TOP Guidelines from the Center of Open Science: https://cos.io/top/
- The Belmont Forum Data Accessibility Statement Policy and Template https://doi.org/10.5281/zenodo.1476871