Trusted Voice Research Infrastructure for NGOs, Governments & Global Development Partners
Data Steward

Stewarding definitions and data quality

You keep the meaning of the data stable: indicator and variable definitions, codebooks, semantic mappings and the quality of what was collected. You review and approve; you do not run analyses or export data.

What you are responsible for

Approving codebooks, reviewing semantic mappings, reading study governance and consent status, and the quality decision on flagged responses. You are not responsible for creating analyses, recording consent, collection, publication, integrations or administration, and the platform refuses each of those to this role.

No screenshot on this pageThis role was added on 2026-10-11 and no governed capture of its workspace exists yet. A capture needs a staff session on the demonstration tenant, and showing another role’s screen here would make the caption claim something the image does not show.

Where you start

Signing in takes you to Semantic Governance: the catalog, indicators, mappings, collisions and coverage. Your navigation also carries Operations Queue, Data Quality and Data Governance; every entry is a page whose server routes accept this role.

Definitions, codebooks and mappings

  • Reading the catalog, indicators, codebooks and mappings uses analysis.read.
  • Approving a codebook and reviewing a semantic mapping use analysis.review, which this role holds.
  • Proposing a new mapping or reference definition uses analysis.create, which this role does not hold. Somebody else proposes; you review.

Study governance

Data Governance shows jurisdiction policy packs, a study’s resolved policy and its ethics amendments, read-only for this role. Changing a study’s governance profile needs organization.update, submitting an amendment needs analysis.create and deciding one needs evidence.review; this role holds none of the three.

Quality and the task queue

Data Quality lets you approve or reject flagged responses. Operations Queue shows tasks whose gate needs quality review or analysis reading, and the data-quality issues you can review and resolve.

When something goes wrong

The failures that actually happen, and what to do about each.
What you seeWhat to do
A save is refused with a permission codeThe action needs a permission outside this role, usually analysis.create or organization.update. The refusal names it.
A mapping review is refusedThe refusal names the reason: the mapping was already reviewed, its target indicator is not yet approved, or an AI suggestion is being approved without a review note.
The catalog is emptyNo datasets or indicators have been declared for your organization yet.

Limits worth knowing before you plan around them

What this role cannot do, and what the platform does not offer

  • This role cannot export data (no data.export) and cannot create or approve an analysis.
  • It can read consent status but cannot record consent.
  • It has no collection, publication, integration or administration authority.
  • It cannot decide an ethics amendment; that needs evidence.review.