New Research · 2025
The Assessment Strategy Paradox: Why Good Intentions Aren't Moving NSS Scores
UK universities converge on the same assessment reform language
while their NSS scores diverge. Here is what fifteen strategy documents
and fifty institutions tell us about why.
Eduface
·
7 min read
·
Written for DVCs & PVCs
Ask a Pro Vice-Chancellor in the UK whether their institution has an assessment and
feedback strategy, and the answer is almost certainly yes. Ask whether their NSS
Assessment and Feedback scores are where they want them to be, and the answer is
almost certainly no. These two facts exist in the same institution, often at the same time,
and the gap between them is not closing.
We wanted to understand why. So we read fifteen institutional assessment strategy
documents in full, set them against NSS25 data from fifty institutions, and looked at what
the TESTA programme and Advance HE research base says about what actually moves
student experience in assessment. What we found is uncomfortable, and we think it
matters for anyone responsible for assessment quality in UK higher education.
The core finding
UK universities are converging on a shared vocabulary of assessment reform but
diverging sharply in their capacity to implement it. The institutions with the most
ambitious strategy documents are not reliably the ones with the best NSS Assessment
and Feedback scores. The gap is structural, and it shows up in the same places every
time.
What the NSS data actually shows when you look closely
The NSS Assessment and Feedback composite score gets reported as a single number,
and that number has been the lowest-performing category in the survey for well over a
decade. But the composite masks something important. When you look at the individual
question items, a clear pattern emerges across the fifty institutions in our dataset.
Criteria clarity and marking fairness score significantly higher than feedback quality and
timeliness. In other words, students broadly accept that they understand what they are
being marked on and that marking is fair. What they do not accept is that the feedback
they receive is useful, that it arrives in time to act on, or that it helps them understand
what to do differently next time.
53
UK institutions
below 78% on
NSS25 Assessment
& Feedback
61%
lowest NSS25 A&F
timeliness score in
the dataset
84%
sector average for
Teaching on My
Course — the gap
with A&F is
persistent
10yr+
Assessment &
Feedback has been
the lowest NSS
category for over a
decade
This matters because it tells you where the design problem actually sits. It is not in
transparency or fairness, which quality frameworks have enforced for years. It is in
feedback itself: its usefulness, its timing, and its connection to what students do next.
Those are not administrative problems. They are design problems — and they require
design solutions.
Fifteen strategy documents, one surprising pattern
We expected to find significant variation in how institutions think about assessment
reform. What we found instead was striking convergence. Across fifteen strategy
documents from research-intensive universities, teaching-focused institutions, and
specialist providers, the same vocabulary appears: programmatic assessment, authentic
design, inclusive by default, feedback as a cyclical process rather than a post-submission
transaction.
The sector has done serious intellectual work on what good assessment looks like. The
scholarship is there. The strategic intent is there. Institutions have read TESTA, engaged
with Advance HE frameworks, and produced documents that reflect a genuine
understanding of where assessment design needs to go.
Six Strategic Themes Shared Across UK Assessment Strategies
Every one of these appears in every strategy document we reviewed. The vocabulary is shared. The implementation is not.
①
Programmatic
Assessment
Programme-level design
②
Authentic
Assessment
Real-world tasks
③
Inclusive
Design
Equity from the outset
④
Cyclical
Feedback
Dialogue, not transaction
⑤
Assessment
Load
Volume and timing
⑥
AI and
Integrity
Design-led response
Figure 1: Six themes appear consistently across all fifteen strategy documents reviewed. The sector shares a
direction of travel. What varies is the infrastructure to follow it.
And yet the NSS scores are not moving. The question is not whether universities know
what good assessment looks like. They do. The question is why knowing it and writing it
into a strategy document is not producing better student experience.
The implementation gap, and where it actually lives
TESTA research — conducted across more than a hundred degree programmes at over
forty UK universities — provides an answer that the strategy documents themselves do
not. The problem is not at module level. It is at programme level. Students experience
assessment not as a series of individual module tasks but as an accumulating set of
demands across their entire degree. And in most institutions, nobody is responsible for
that whole picture.
Assessment is designed module by module, validated module by module, and reviewed
module by module. The result is that deadline bunching is invisible to any individual
academic because it only appears when you look across all modules simultaneously.
Feedback that arrives with no subsequent assessment to apply it to is unhelpful by
design, not by negligence. Duplication of assessment modes goes unnoticed because no
mapping tool makes the programme-level pattern visible.
The most reliable predictor of NSS Assessment and Feedback performance is
not the quality of the strategy document.
It is whether assessment is governed at
programme level or module level — and whether the data on assessment
performance creates accountability or simply acknowledgement.
This is also why the AI challenge is not a separate problem. When 88 per cent of UK
students report using generative AI for coursework — up from 53 per cent the year
before, according to HEPI's 2025 student survey — the institutions that are most exposed
are those whose assessment design has remained unchanged: generic essay tasks that
AI can complete, disconnected from professional contexts, unmarked by personal
application. The same design changes that improve NSS feedback scores also make
assessment meaningfully more resistant to AI completion. These are not separate reform
agendas. They are one agenda.
Four types of institution — which one describes yours?
Our analysis of strategy documents alongside NSS25 data reveals four distinct patterns of
assessment strategy maturity across the UK sector. Most institutions will recognise
themselves somewhere in this picture, and many will find that different parts of their
institution sit in different categories.
The Integrated Innovator
NSS 78%+
Programme-level governance in place.
Feedback infrastructure built. AI strategy
integrated into assessment redesign, not
added as an afterthought. Staff development
at depth.
The Ambitious Reformer
NSS 72–78%
Strong strategy document, senior leadership
commitment, working groups active. The gap
between strategy and practice is visible in the
data — and the institution knows it.
The Compliance-Focused Institution
NSS 65–74%
Regulatory requirements met, moderation
processes robust, criteria transparent.
Innovation limited to early adopters. No
programme-level design coordination.
The Assessment-Under-Pressure Institution
NSS below 68%
Assessment and feedback identified as a
significant problem. Resource constraints
limiting structural reform. AI concerns driving
reactive policy rather than design response.
The whitepaper sets out in detail what distinguishes each archetype, what the movement
between them requires, and why institutions in the lower two categories typically have the
knowledge of what good practice looks like but lack the organisational structure to
implement it at scale.
What leading institutions are doing differently
The institutions that are genuinely closing the gap between strategy and NSS
performance share identifiable characteristics. They are not spending more on
assessment than their peers. They are not producing better strategy documents. What
they have built is different in kind, not in degree.
The whitepaper identifies five strategic priorities for 2025 to 2028, grounded in the
comparative analysis of the fifteen strategy documents, TESTA evidence, Advance HE
frameworks, and NSS25 data. They are specific enough to be actionable at institutional
level, and they connect directly to the structural conditions that the data shows are
predictive of NSS performance. If you are a PVC, a Dean of Education, or a head of
learning enhancement wondering why your strategy is not producing the scores you
expected, the priorities and the implementation framework are in the full report.
Download the full whitepaper
Mapping the Future of Assessment: A Comparative Study of
Assessment Strategy Across UK Higher Education. Fifteen
strategy documents, fifty institutions, and five priorities for the
next three years.
Download — it's free
NSS25 A&F Item-Level Pattern: Institutions Below 78% Composite
The drop from criteria clarity to feedback timeliness reveals where the design problem sits
Criteria clarity
74%
Fairness of marking
72%
Feedback quality
66%
Act on feedback
63%
Timeliness
61%
Figure 2: Illustrative NSS25 item-level pattern across institutions scoring below 78% on the A&F composite. The gap
between criteria clarity and feedback timeliness is where the design problem lives.
The question worth sitting with
NSS Assessment and Feedback scores improve most reliably when programme-level
assessment design changes — not when communications improve, not when individual
academics work harder, and not when institutions produce a better strategy document.
The levers are identifiable. The governance to pull them is what varies.
The full whitepaper sets out what that governance looks like in practice, which institutions
are building it, what the TESTA evidence says about the conditions that make it work, and
where the five strategic priorities for the next three years should focus for institutions at
each stage of the maturity curve. If your NSS scores in Assessment and Feedback are not
where your strategy says they should be, the explanation is almost certainly in there.
Mapping the Future of Assessment
A free comparative study of assessment strategy across UK
higher education. Read what fifteen institutions are planning,
what NSS25 data shows about delivery, and what the leading
institutions are doing differently.
Download the whitepaper
New Research · 2025
The Assessment Strategy
Paradox: Why Good Intentions
Aren't Moving NSS Scores
UK universities converge on the same assessment
reform language while their NSS scores diverge. Here
is what fifteen strategy documents and fifty
institutions tell us about why.
Eduface
·
7 min read
·
Written for DVCs & PVCs
Ask a Pro Vice-Chancellor in the UK whether
their institution has an assessment and feedback
strategy, and the answer is almost certainly yes.
Ask whether their NSS Assessment and
Feedback scores are where they want them to
be, and the answer is almost certainly no. These
two facts exist in the same institution, often at
the same time, and the gap between them is not
closing.
We wanted to understand why. So we read
fifteen institutional assessment strategy
documents in full, set them against NSS25 data
from fifty institutions, and looked at what the
TESTA programme and Advance HE research
base says about what actually moves student
experience in assessment.
The core finding
UK universities are converging on a shared
vocabulary of assessment reform but
diverging sharply in their capacity to
implement it. The institutions with the most
ambitious strategy documents are not reliably
the ones with the best NSS Assessment and
Feedback scores. The gap is structural, and it
shows up in the same places every time.
What the NSS data actually shows
when you look closely
Criteria clarity and marking fairness score
significantly higher than feedback quality and
timeliness. Students broadly accept that they
understand what they are being marked on and
that marking is fair. What they do not accept is
that the feedback they receive is useful, that it
arrives in time to act on, or that it helps them
understand what to do differently next time.
53
UK institutions below
78% on NSS25
Assessment & Feedback
61%
lowest NSS25 A&F
timeliness score in the
dataset
84%
sector average for
Teaching on My Course
10yr+
Assessment & Feedback
has been the lowest
NSS category for over a
decade
The design problem sits in feedback itself: its
usefulness, its timing, and its connection to what
students do next. Those are not administrative
problems. They are design problems — and they
require design solutions.
Fifteen strategy documents, one
surprising pattern
Across fifteen strategy documents from
research-intensive universities, teaching-
focused institutions, and specialist providers, the
same vocabulary appears: programmatic
assessment, authentic design, inclusive by
default, feedback as a cyclical process rather
than a post-submission transaction.
Six Strategic Themes Shared Across UK Assessment Strategies
Every one of these appears in every strategy document we reviewed.
①
Programmatic
Assessment
Programme-level design
②
Authentic
Assessment
Real-world tasks
③
Inclusive
Design
Equity from the outset
④
Cyclical
Feedback
Dialogue, not transaction
⑤
Assessment
Load
Volume and timing
⑥
AI and
Integrity
Design-led response
Figure 1: Six themes appear consistently across all fifteen
strategy documents reviewed.
The implementation gap, and
where it actually lives
TESTA research provides an answer that the
strategy documents themselves do not. The
problem is not at module level. It is at programme
level. Students experience assessment not as a
series of individual module tasks but as an
accumulating set of demands across their entire
degree. And in most institutions, nobody is
responsible for that whole picture.
The most reliable predictor of NSS
Assessment and Feedback performance is
not the quality of the strategy document.
It is
whether assessment is governed at
programme level or module level — and
whether the data on assessment performance
creates accountability or simply
acknowledgement.
When 88 per cent of UK students report using
generative AI for coursework, the institutions
most exposed are those whose assessment
design has remained unchanged. The same
design changes that improve NSS feedback
scores also make assessment more resistant to
AI completion. These are not separate reform
agendas. They are one agenda.
Four types of institution — which
one describes yours?
The Integrated Innovator
NSS 78%+
Programme-level governance in place. Feedback
infrastructure built. AI strategy integrated into
assessment redesign, not added as an
afterthought. Staff development at depth.
The Ambitious Reformer
NSS 72–78%
Strong strategy document, senior leadership
commitment, working groups active. The gap
between strategy and practice is visible in the data
— and the institution knows it.
The Compliance-Focused Institution
NSS 65–74%
Regulatory requirements met, moderation
processes robust, criteria transparent. Innovation
limited to early adopters. No programme-level
design coordination.
The Assessment-Under-Pressure Institution
NSS below 68%
Assessment and feedback identified as a
significant problem. Resource constraints limiting
structural reform. AI concerns driving reactive
policy rather than design response.
What leading institutions are
doing differently
The institutions genuinely closing the gap are not
spending more on assessment than their peers.
They are not producing better strategy
documents. What they have built is different in
kind, not in degree.
Download the full
whitepaper
Mapping the Future of Assessment.
Fifteen strategy documents, fifty
institutions, and five priorities for the next
three years.
Download — it's free
NSS25 A&F Item-Level Pattern: Institutions Below 78% Composite
The drop from criteria clarity to feedback timeliness reveals where the design problem sits
Criteria clarity
74%
Fairness of marking
72%
Feedback quality
66%
Act on feedback
63%
Timeliness
61%
Figure 2: NSS25 item-level pattern. The gap between criteria
clarity and feedback timeliness is where the design problem
lives.
The question worth sitting with
NSS Assessment and Feedback scores improve
most reliably when programme-level assessment
design changes — not when communications
improve, not when individual academics work
harder, and not when institutions produce a
better strategy document. The levers are
identifiable. The governance to pull them is what
varies.
Mapping the Future of
Assessment
A free comparative study of assessment
strategy across UK higher education.
Download the whitepaper