Is research underperforming, and what is the actual lever?

Leadership asked a direct question: is our research underperforming, and if so, what is the lever? The first finding was that the question could not yet be answered as posed. A material share of the analyses requested could not be completed against the data as held, so we answered what the data could support and named what it could not.

What could be measured pointed consistently in one direction. Collaborative publications were markedly less likely to go uncited than primary-author work, and carried nearly twice the mean citations. In most of those collaborations, however, the institution's staff appeared in junior or unspecified authorship positions, which limits how much of the advantage the institution can visibly claim. Separately, sustainability-themed research carried an order-of-magnitude citation advantage over the institutional average.

Read together, these say the same thing. The lever is concentration, not volume: adding output against a below-average per-paper baseline dilutes the very measure the ranking systems weigh. The move is to lift the uncited tier, shift authorship norms toward larger and more international teams, and target senior co-author positions, where the outcomes are measurably stronger.

A structural finding sat underneath. Against comparable international private universities the institution operates at roughly half the per-capita output, and that gap is explained principally by research-postgraduate cohorts acting as co-authors and by protected research time under a national assessment framework. It is a labour-force question, not a workload question, and it cannot be closed by asking existing faculty to produce more.