Feature

Give each stakeholder the student feedback they can act on

Create focused student feedback reports for senior leaders, schools, services, committees, and specialist teams.

Student Voice Analytics can produce stakeholder-specific reports using the same underlying analysis. Senior leaders, schools, professional services, EDI teams, and committees can each receive the evidence that matches their decisions.

See sample outputs, governance notes, and the reporting workflow in a 30-minute walkthrough.

Who this is for

Central survey teams, planning teams, student experience teams, and report owners.

Why it matters

One large institutional report rarely meets every need. Leaders need strategic messages, services need operational detail, schools need local evidence, and committees need traceability.

What teams get

Tailor the view without changing the method

Different stakeholders can receive different extracts while the analysis remains consistent and governed.

Reduce repeat requests

Known stakeholder views can be prepared in advance, reducing manual follow-up for survey and insight teams.

Match evidence to decision rights

The right team sees the themes, comments, and actions they can influence.

How it works

  1. Define stakeholder groups and the decisions each group needs to make.
  2. Map themes, metadata, and comments to the relevant audience.
  3. Generate reports, extracts, or workbooks for each stakeholder group.
  4. Review sensitive evidence before wider circulation.

Outputs

  • Senior leader briefing packs.
  • School and faculty reports.
  • Professional services evidence packs.
  • Committee-ready summaries and appendices.

Governance and evidence quality

  • Deterministic ML gives teams reproducible outputs they can re-run and explain across survey cycles.
  • The taxonomy is tuned for UK HE student comments rather than generic customer experience text.
  • All-comment coverage reduces avoidable sampling bias and keeps verbatim evidence connected to each insight.
  • Sector benchmarks help teams separate institution-specific issues from patterns seen across the HE sector.

FAQs

Can reports use different levels of detail?

Yes. Senior reports can stay strategic while local or service reports include more operational evidence.

Can all reports come from one dataset?

Yes. Stakeholder-specific outputs can use the same classified comment dataset, which keeps reporting consistent.

Can access be limited by audience?

Report distribution and workbook sharing can follow the institution's approved access and data handling process.

See the workflow with your team

Book a walkthrough to see sample reports, search, exports, and governance notes for this Student Voice Analytics workflow.

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