Course Evaluation Evidence for QAA Scotland: ELIR, TQER and the Enhancement-Led Model

Scotland runs the most distinctive quality system in the UK, and it changes what your course evaluation evidence has to prove. Where England''s TEF is fundamentally an accountability and rating exercise, Scotland''s model is enhancement-led: the question a reviewer asks is not "did you measure satisfaction?" but "how did you understand the student learning experience, and what did you do about it?" That distinction is the whole game. This guide explains the current Scottish arrangements — including the 2024 move from ELIR to TQER — and maps them to the concrete course-evaluation outputs that make credible enhancement evidence.

The Scottish model in one paragraph

Scottish higher education quality is commissioned by the Scottish Funding Council (SFC) and delivered by QAA Scotland, working with sparqs (student partnerships in quality Scotland) and the wider sector. Its philosophy, in place since 2003, is enhancement — systematically improving the student learning experience — rather than pass/fail accountability. Everything downstream, including how course evaluation is read, follows from that. Reviewers reward institutions that demonstrably listen to students, act, and can show the cycle turning.

From ELIR to TQER: what changed in 2024

If your internal documents still reference ELIR, they are describing a framework that has now been superseded. Here is the timeline:

• ELIR — Enhancement-led Institutional Review (2003–2022). The external peer-review pillar of Scotland''s Quality Enhancement Framework (QEF). ELIR examined how effectively an institution managed and enhanced the student learning experience.
• QESR — Quality Enhancement and Standards Review (2022–2024). A transitional method used for universities.
• TQER — Tertiary Quality Enhancement Review (from 2024). The current method. TQER reviews both colleges and universities as part of Scotland''s new Tertiary Quality Enhancement Framework (TQEF), established by the SFC. It is a peer-led, enhancement-focused approach, co-created with staff and students across Scotland''s tertiary sector, and is delivered by QAA in line with the Standards and Guidelines for Quality Assurance in the European Higher Education Area (ESG).

The continuity matters more than the acronym change: the enhancement-led logic carried straight through from ELIR into TQER. Course evaluation evidence that worked for ELIR still works for TQER, provided it shows understanding and action, not just numbers.

The elements of the framework and where course evaluation fits

Scotland''s arrangements are a system of interlocking elements rather than a single inspection. Course evaluation feeds several of them:

• Institution-led review (ILR). Internal subject/programme reviews carried out by the institution itself. Course evaluation is a primary evidence source here — it is where student experience data enters the review.
• Student engagement. The defining feature of the Scottish model. Students are partners, not subjects. Course evaluation is one of the most visible mechanisms of student voice, and reviewers look for evidence that it genuinely influences decisions.
• Annual Quality Engagement (AQE) and Institution Liaison Meetings (ILMs). The ongoing, between-review dialogue with QAA Scotland. Longitudinal evaluation trends and closing-the-loop actions are natural material for these.
• Enhancement Themes. Sector-wide improvement projects that all institutions engage with. Evaluation evidence can show how a theme is landing in real courses.

Requirement → course-evaluation output mapping

What the enhancement-led model expects	The course-evaluation output that provides it
Deep understanding of the student learning experience	Qualitative, thematically analysed feedback that explains why, not just a satisfaction average
Genuine student engagement / student voice	An evaluation instrument students actually complete and see acted upon; documented student-partnership in its design
Evidence the loop is closed	Action logs linking specific student feedback to specific changes, with follow-up in the next cycle
Institution-led review inputs	Programme-level evaluation summaries with trends across cohorts
Continuous, between-review engagement (AQE/ILMs)	Longitudinal, cross-programme reporting rather than one-off snapshots
Alignment with ESG (Standard 1.3, student-centred learning; 1.4/1.9)	A standardised, comparable evaluation process across the institution

Why enhancement-led review rewards qualitative depth

A satisfaction score of 3.9/5 is almost useless to an enhancement-led reviewer. It records a number; it does not evidence understanding, and it certainly does not evidence action. What the model rewards is the chain: we heard this specific concern → we understood the cause → we made this change → the next cohort''s feedback shows the effect. That is a qualitative and longitudinal story, and it is exactly the story a static Likert survey struggles to tell, because the "why" is buried in unread open-text boxes.

This is where the collection method matters. Koji replaces the fixed questionnaire with a short AI-moderated interview: it adapts its follow-up questions to what each student actually says, then automatically produces themes, sentiment and representative quotes across a cohort — and tracks the closing-the-loop actions that follow. The same shared AI interview engine also powers general user and customer research on the Koji platform (koji.so). For a Scottish institution, the value is not a prettier survey; it is producing enhancement evidence in the exact shape TQER and institution-led review want to see: understanding plus documented action, standardised across programmes so it aggregates for AQE and ILMs.

Honest limits: software is not the enhancement culture

Be clear-eyed about what a tool can and cannot do. The Scottish model is built on dialogue — student representatives on committees, sparqs-supported partnership, staff acting on Enhancement Themes. No platform replaces that culture; at best it feeds it better evidence. A reviewer will see straight through an institution that bought sophisticated analytics but cannot point to a single decision that changed because of student feedback. Course evaluation software earns its place by making the "understand and act" cycle faster, more comparable and better documented — not by substituting for the human partnership that is the point of the enhancement-led approach. If your institution''s student-engagement culture is weak, fix that first; better evaluation data amplifies a functioning loop, it does not create one.

Equally, course evaluation is only one evidence stream. It measures perception of the learning experience. It should sit alongside — not replace — external subject expertise, outcome and progression data, and the professional judgement of review panels.

How this relates to the rest of the UK and Europe

Scotland''s enhancement-led model is deliberately distinct from England''s TEF and QAA quality review, which lean toward accountability and rating; if you operate across the border, do not assume evidence framed for one will read the same way for the other. Wales and Northern Ireland run their own arrangements again. Usefully, because TQER is delivered in line with the ESG, evaluation evidence built for the Scottish model — student-centred, standardised, closing-the-loop — also travels well to any ENQA/EQAR-aligned European context. Building your evaluation evidence around understanding and action, rather than around a single national return, is the resilient strategy.

Related Resources

• Course Evaluation Evidence for the UK TEF and QAA Quality Review — the English counterpart and how it differs
• Turning Student Feedback into ESG / ENQA Accreditation Evidence — the European standards TQER aligns to
• Annual Programme Monitoring: Turning Course Evaluation into Continuous QA Evidence — feeding AQE and ILMs
• Programme Review & Revalidation — the institution-led review use case
• Institution-Level Evaluation Reporting for Quality Audits — longitudinal, cross-programme reporting
• The Self-Evaluation Report (SER) — packaging evidence for a review

Frequently asked questions

Is ELIR still used in Scotland?

No. Enhancement-led Institutional Review (ELIR) ran from 2003 to 2022 and was followed by Quality Enhancement and Standards Review (QESR, 2022–2024). Since 2024, the current method is Tertiary Quality Enhancement Review (TQER), which reviews both colleges and universities under the Tertiary Quality Enhancement Framework. The underlying enhancement-led philosophy carried through, so evidence prepared for ELIR still applies in principle.

What is the difference between the Scottish model and England''s TEF?

Scotland''s model is enhancement-led — focused on improving the student learning experience and treating students as partners — while England''s TEF is primarily an accountability and rating exercise. For course evaluation, that means Scotland rewards evidence of understanding and action (closing the loop), not just satisfaction scores or rankings.

How does course evaluation fit into TQER?

Course evaluation feeds institution-led review, evidences student engagement, and supplies material for Annual Quality Engagement and Institution Liaison Meetings. Reviewers value qualitative depth, longitudinal trends and documented actions taken in response to student feedback.

Does TQER apply to colleges as well as universities?

Yes. A defining change in 2024 was that TQER became a single, tertiary approach covering both colleges and universities, replacing the separate university-only methods that preceded it. It is commissioned by the Scottish Funding Council and delivered by QAA Scotland.

Can course evaluation software make us TQER-ready on its own?

No. Software can make the understand-and-act cycle faster, more comparable and better documented, but the Scottish model rests on a genuine student-partnership culture. Tools amplify a functioning closing-the-loop process; they cannot substitute for it. Fix weak student engagement first, then let better evaluation evidence strengthen it.

Does evidence built for TQER work for European accreditation too?

Generally yes. TQER is delivered in line with the ESG (the European Standards and Guidelines), so student-centred, standardised, closing-the-loop evaluation evidence also suits ENQA/EQAR-aligned contexts across the European Higher Education Area.