Open science and research

Data availability statements

With data availability statements, you can provide information about your data and its potential availability to readers.

Scientific journals are becoming more interested in the data behind the articles they publish. Different scientific fields have unique challenges with sharing their data openly. Because of this, journals often have basic requirements for open data but are increasingly asking or requiring authors to include a data availability statement (DAS) in their articles. This statement helps readers understand what data is available and how, where and under what conditions the data can be accessed and reused. 

When composing data availability statements, it is crucial to:

  • Mention all of the data types underlying the publication
  • If the data can be shared, specify how readers can access it (e.g., repository link, contact person). Use persistent identifiers, such as DOIs, when available.
  • Specify the access and use conditions.
  • If data cannot be shared, justify this in the data availability statement (DAS) (e.g., “The GDPR legislation requires us to protect the identity of participants, and the raw data cannot be publicly shared.”)

See examples of DAS: nr-data-availability-statements-data-citations.pdf (nature.com)

What if you do not have any data related to the article?

  • If the publication did not utilize any data or all associated data is presented within the article itself, mention this in the data availability statement (DAS), e.g. No new data was generated or analysed during this study. or All data underlying the results are available as part of the article and no additional source data are required

Where to place the data availability statement in the article?

The data availability statement should be placed in the article's designated "data availability" section. If the journal does not have such a section, the statement can be included in the acknowledgements section.

We suggest that you study our research data management pages and see if you can find ways to improve findability, accessibility and reusability of your research data. In general, studies show that articles that openly deposit data receive more citations [1]. However, If you work with human subjects, be extra careful with GDPR and personal data (see Aalto's instructions).

If you have any questions regarding data availability statements or research data management, please contact [email protected]

References

[1] Colavizza G, Hrynaszkiewicz I, Staden I, Whitaker K, McGillivray B (2020) The citation advantage of linking publications to research data. PLOS ONE 15(4): e0230416. https://doi.org/10.1371/journal.pone.0230416

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Open science and research
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