How we assess · UniProfile

How we assess universities.

UniProfile turns official public data into a clear, independent read on a UK university — the kind of due diligence a family making a major financial and life decision deserves, in plain English.

Here is exactly how we do it.

01The sources

Where our data comes from.

Every figure in a UniProfile report is drawn from a named official UK source. We don't survey students, run our own polls, or rely on rankings. We use the public record.

HESAHigher Education Statistics Agency

University finances, student numbers, and graduate outcomes — including graduate employment and salary data.
Office for StudentsOfS

The regulator of English higher education — including the National Student Survey and the public register of providers.
UKVIUK Visas & Immigration

Student visa sponsorship status and the national visa refusal-rate environment, relevant to international students.

Each report names the sources and dates used on the page, so you can check them.

02From data to rating

How we turn data into a rating.

UniProfile applies a transparent, rules-based framework to that data. We set clear thresholds — the points at which a measure moves from healthy, to worth watching, to a concern — informed by the same benchmarks regulators and the sector use, and by expert judgement about what actually matters to a prospective student.

It is not a black box. We don't use a machine-learning model that can't explain itself, and we don't blend everything into a single mysterious number. A report shows you the underlying measures, where each one sits, and how that adds up to our overall assessment — so you can see why a university is rated the way it is.

Want the detail — the three scored areas, how they're weighted, and how often each refreshes?

See the scoring framework →

03Independent research

Consistent with independent research.

The signals we monitor are among the same indicators used in independent, peer-reviewed work on UK university financial risk.

UniProfile's assessments use a transparent, rules-based framework applied to official public data from HESA, the Office for Students, UKVI and UCAS. The financial-resilience signals we monitor — short-term liquidity, operating cash flow and demand trends — are among the same indicators used in independent, peer-reviewed academic research into UK university financial risk (Tsiligkiris, Vishwanath & Cheah, Higher Education Quarterly, 2026), which classifies institutions into comparable risk tiers. That independent work reaches broadly similar conclusions about which universities face the greatest financial strain.

Independent & our own opinion UniProfile is independent: we are not funded by, owned by, or commissioned by any university, government body or recruitment agent. Our verdicts are our own editorial opinion, based on the data shown — they are not produced with, or endorsed by, those researchers.

The research referenced Tsiligkiris, V., Vishwanath, K. & Cheah, J. (2026). A model to evaluate the financial and operational risk of the UK universities. Higher Education Quarterly, 80(1), e70094. doi.org/10.1111/hequ.70094

04Independence

Our independence.

No university can pay to improve its rating. No agent can pay for placement.

We earn money in one way: selling reports to the people who read them. We are not funded by, owned by, or commissioned by any university, government body, or recruitment agent. That independence is the whole point — it's what lets us say what the data says.

05Scope & status

What our reports are — and aren't.

A UniProfile report is editorial opinion, based on official data. It is designed to inform your own decision.

Not adviceIt is not financial advice, and not a recommendation to choose or avoid any institution.
Not factIt is not a statement of fact about any university — our ratings are our considered opinion on the evidence shown.
ScopeIt covers undergraduate and taught postgraduate study. It does not cover doctoral (PhD) research programmes, which are funded and measured differently.

Where we get something wrong in the underlying data, we correct it openly — see our corrections policy and public log.