Data capability
How do we lift our position, and where do we actually stand?
A ranking plan is only as strong as the benchmark beneath it. This engagement began by establishing what that benchmark could not yet say.
The position
As-Is, and To-Be.
- As-Is
- The university sought to lift its QS position. Peer benchmarking was not yet possible with the comparator data available, and positioning had been argued from internal returns alone.
- To-Be
- A plan built only on what could be evidenced, with the data gap treated as the first constraint rather than worked around.
A publicly funded university in Asia
The analysis
What we did.
The engagement centred on two questions: how to lift the university's QS position, and how it stood against a comparable peer set.
The second could not be answered as posed. The comparator data required for a defensible peer benchmark was not available within the engagement, and positioning had until then been argued from internal returns alone. Internal returns can describe a trajectory; they cannot locate it against anyone else. A benchmark produced without that data would have been a presentation of confidence rather than a measurement.
We treated the gap as the finding rather than an inconvenience to write around. The plan was built on what could be evidenced: ranking initiatives ordered on impact and feasibility, each carrying the resourcing it would require, sequenced across one-, two-to-three- and four-to-five-year horizons. The missing comparator data entered the plan in its own right, as the first constraint to close.
The outcome
What happened.
A prioritised, resourced and sequenced ranking plan, and a named first constraint: the comparator data the institution would need before any positioning claim could be defended.
No ranking movement is claimed for this engagement. Its output was a plan and an honest account of what could not yet be measured, which is the more useful of the two when the measurement is the thing that is missing.
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