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For a more practical overview on tools and practises that facilitate reproducibility, please see the Sensitive Data chapters on managing and working on sensitive data under the Guide for Project Design.

In the illustration the private data is locked up under a well. However, if there is consent, some of the water in this private data well can be shared publicly. Sharing this private data publicly with consent is important for improving public knowledge and scientific progress, which is visualised as a field where people are working on the planting and managing of plants or data charts. The water from the well is used to water the field. The public data that grows thanks to the sharing of the data can then be 'harvested' and be of public benefit.

Figure 1:The private data ecosystem. The Turing Way project illustration by Scriberia. Zenodo. The Turing Way Community & Scriberia (2024)

Personal data

Personal data is information about living people who can be identified using the data that you are processing, either directly or indirectly (for example, a person’s name, address or other unique identifier such as their Social Security number). Find out more about what personal data is and what policies apply to this type of data in the personal data section.

Informed, voluntary and fair consent to participate in a study is very important for any research project that involves human participants. You can find more information about this in the Informed Consent section.

Safeguard privacy

There are a number of strategies that you can adopt to safeguard the privacy of your research subjects, which are described in detail in the Data Privacy Strategies section. If you do plan to share or publish the data you should ensure that this can be done so safely: read the Sharing Sensitive Data section

More resources

Check out the resources listed in the Resources of the Managing Sensitive Data Projects chapter

References
  1. The Turing Way Community, & Scriberia. (2024). Illustrations from The Turing Way: Shared under CC-BY 4.0 for reuse. Zenodo. 10.5281/ZENODO.3332807
Pathways
The FAIR Principles
Pathways
Data Storage and Organisation