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Research data management

Assign a unique, permanent identifier to the dataset

The unique and persistent identifier, or PID (Persistant Identifier), enables us to reference, cite and provide a stable link to an online file4. A unique, perennial hypertext link is created, enabling the resource to be retrieved at any time, even if the URL address of the page changes.

  • There are several types of DOI. The best  known for identifying datasets or journal articles is the DOI (Digital Object Identifier).
    • Example of a DOI attached to a resource available on the Zenodo data repository:

 Exemple de DOI

  • The perennial identifier is integrated into the bibliographic reference. This means that if the dataset is reused, it can be easily retrieved from the quote.
    • Example: Valérie Gadrat, Yvette Lafosse, Claire Sowinski, & Coralie Wysoczynski (2019, April). GopenDoRe game: the cooperative game for acquiring good practices in managing and sharing research data (Version 2). Zenodo. http://doi.org/10.5281/zenodo.2657316
  • DOIs are generally assigned when your data is deposited in a data repository or via the HES-SO Center for Scientific Information (CISO). You can obtain a DOI by sending an e-mail to open(at)hes- so.ch

Define access rights

When depositing your data in a data repository, you can choose between different access conditions8

Closed data A general description of the data is published, but access to the data itself is not possible. E.g., the dataset contains non-anonymized or pseudonymized sensitive data
Data on request A record of the data is published, and information is provided on how to demand access to the data. The demand is generally sent out to the researchers and approved by them. E.g., the dataset contains data with a high re-identification risk, it can only be shared under certain conditions
Data under embargo  A record of the data is published, but the data can't be accessed until the end of a specified time period. After that period, the data becomes openly accessible E.g., the researcher wants to file a patent before publishing the data. However, the associated metadata must be accessible to indicate the existence of the data while preserving its protection. Some data repositories do not include the "embargo" option.
Open data The data is freely available and can be accessed by anyone

These options only concern data, and not metadata: in all cases, metadata remains publicly accesible.

Choose a license

  • Some repositories impose specific a license, while others allow you to choose your preferred license
  • When data is linked to a scientific article, it is necessary to check whether the journal applies specific conditions to the data distribution license. To do this, consult the journal's instructions intended for authors.
  • Creatives Commons licenses were created in 2002 for the distribution of digital content such as text, images and films. But they can also be used for distribution on paper. They make it easy for authors to indicate the rights they want to retain and the rights they want to wave, so that others can reuse their work5.
    • Four clauses can be combined to suit your needs:

References

  1. Deboin, M. C. (2017). Identifier et rechercher une publication ou un jeu de données par son DOI. CIRAD. https://doi.org/10.18167/COOPIST/0005
  2. Fily, M.-F. (2015). Connaitre et utiliser les licences Creative Commons. CIRAD. https://doi.org/10.18167/XTNV-D457