An ontology for the Statbarn framework used in Output Statistical Disclosure Control (OSDC)
Figure 1: Overview of classes and relationships in StatbarnSDC
Figure 2: Risks, Checks, and Mitigations associated with Statbarn-Frequencies
We have colour-coded it to make it more human-readable:
- The statbarn (type of query) is in yellow
- Potential risks are in orange
- Mitigations are in green
- Associated with each risk is a Risk Check (purple) with associated parameters (blue).
- The risk likelihood (beige) is calculated through a combination of (i) check results and (ii) whether a mitigation has been applied.
- Human Involvement (violet)
Detailed StatbarnSDC documentation is available at: https://w3id.org/statbarnsdc
More information about the StatbarnSDC schema design can be found here: https://doi.org/10.5281/zenodo.17143221
Acknowledgement This work [was/is] funded by UK Research & Innovation [Grant Number MC_PC_24038] as part of Phase 2 of the DARE UK (Data and Analytics Research Environments UK) programme. DARE UK is funded by UK Research and Innovation (UKRI) and led by Health Data Research UK (HDR UK) and ADR UK (Administrative Data Research UK).