Tag: audit culture

Stack of student survey forms beside a laptop showing charts and rankings, with a blurred university campus in the background.

What the NSS Won’t Say About Itself

The National Student Survey is usually read as a scoreboard for teaching quality. This article argues that the NSS is better understood sociologically: not just as a measure of student experience, but as an instrument that shapes institutional behaviour.

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Students on campus sit and talk while, beside them, a large dashboard of widening participation data highlights targets and inequalities.

From Access to Belonging: Rethinking Widening Participation Metrics in UK Higher Education

Widening participation policy is often judged through dashboards of access, continuation and attainment. Yet focusing on who gets in – and who stays – can mask how universities continue to privilege particular histories, dispositions and futures. Drawing on Bourdieu’s concepts of habitus, capital and institutional habitus, this article argues that belonging should sit at the centre of how we interpret student data, and explores what a more “belonging-sensitive” approach to WP metrics might look like in UK higher education.

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University data dashboard flowing into a funnel with colourful people icons dropping out at different points.

Are Your Student Recruitment Dashboards Misleading You? Funnels, Conversion, and Inequality in HE

Student recruitment dashboards promise a single version of the truth about who will enrol. This article shows how small choices about funnels, conversion and melt can create competing “truths”, quietly shape who gets attention, and reproduce inequality in HE – and suggests practical ways to use dashboards, AI and KPIs more reflexively.

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