This week, Dr Stuart Grey discusses time poverty and student voice evidence: how low-income students lose study time through work, travel, administration, money pressure, and systems that assume spare capacity.

The episode covers time poverty as widening participation evidence, fair process in student evaluation systems, Cardiff's QER recommendation on student voice mechanisms, Advance HE's TEF analysis, and practical ways to read comments about workload, organisation, and trust as evidence about system design.

Time poverty comments should not be filed only as individual resilience or study skills issues. They are often evidence about scheduling, workload, communications, finance, placement design, and whether the course leaves students enough room to participate. The useful question is not simply whether students are working hard, but whether the system is spending time they do not have.

Take one programme where work, travel, care, or placement pressure is already visible in the comments. Map the first four teaching weeks against contact hours, gaps between sessions, deadlines, attendance rules, and administrative pinch points. If the map shows the course needs spare time students do not have, that is widening participation evidence.

https://www.studentvoice.ai/podcast/episodes/015-time-poverty-is-the-new-hidden-barrier/

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This week, Dr Stuart Grey discusses belonging and student voice evidence: why international wellbeing, friendship formation, and collaborative study are shaped by ordinary academic contact rather than slogans or one-off events.

The episode covers everyday community engagement, friendship and collaborative study, DfE franchise arrangements guidance, Jisc's new "None of the above" option, and practical ways to read comments about belonging as evidence about curriculum design, wellbeing, and confidence.

Belonging evidence becomes more useful when teams read comments by what they reveal, not only by the words they mention. A seminar comment may be evidence about teaching delivery, confidence, peer connection, and wellbeing at the same time. The practical task is to separate provision problems, participation problems, and relationship problems so the right team can act.

Map belonging comments by action route before deciding the intervention. Some comments point to seminar design, some to group work structure, some to staff contact, and some to timetable or cohort stability. Treat belonging as a design parameter, then take the map into the programme team meeting.

https://www.studentvoice.ai/podcast/episodes/014-belonging-is-built-in-seminars-not-slogans/

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This week, Dr Stuart Grey discusses AI feedback and student voice evidence: how universities can use AI feedback without removing teacher judgement, and how assessment evidence connects with student value, belonging and attendance.

The episode covers AI feedback design, paid student voice roles, QAA Scotland's review of awarding evidence, HEPI's latest findings on student value and belonging, and practical ways to test whether feedback is specific, trusted and usable.

Student voice work is most useful when it turns a general sector discussion into an institutional question that teams can test locally. For AI feedback, that means asking students whether the feedback was specific, whether they trusted it, and whether they could use it in their next piece of work.

Before scaling an AI feedback pilot, ask students three direct questions: was it specific, did they trust it, and could they use it in the next piece of work? Then compare those answers with teacher judgement rather than treating the tool output as the answer.

https://www.studentvoice.ai/podcast/episodes/013-ai-feedback-needs-teacher-judgement-and-better-design/

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This week, Dr Stuart Grey discusses feedback evidence: how universities move beyond headline scores and into the student comments, context and action trail underneath them.

The episode covers feedback literacy, OfS scrutiny of assessment feedback, NSS 2026 preparation, and why student feedback comments need to be grouped by the kind of action they require.

This week's Student Voice update looks at the first trials of the comment review pipeline, including full-text search across student comments. The aim is to let teams move from a dashboard theme to the exact student comments behind it, then review coding decisions in context.

Feedback literacy can develop in ways a standard survey scale misses

PhD competency confidence varies by research style: evidence from 1,105 doctoral students

OfS requires clearer assessment feedback at Northampton, and why student voice evidence matters

NSS 2026 has closed, and what universities should do before the July results

Does personal development in business studies improve outcomes?

Are medical technology students let down by communications?

Inverted learning: turning traditional teaching methods upside-down

Take one recent set of assessment or feedback comments and split them into three piles: timing, clarity and usability. Then check whether the actions you had planned actually match the pattern in the comments.

Full episode page: https://www.studentvoice.ai/podcast/episodes/012-when-scores-miss-the-feedback-story/

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This week, Dr Stuart Grey discusses belonging, partnership and timing: why welcome week is not enough to be a university's belonging strategy.

The episode covers research on first-year introduction week, student voice as partnership, Portsmouth's assessment regulation changes and Westminster's mid-module check-ins.

The episode includes a Student Voice update on previews of the new NSS 2026 reports and the gap between central analysis and department-level action.

Welcome week attendance boosts peer belonging, but not staff belonging

Student Voice as Partnership, Not Extraction

Portsmouth's assessment regulation changes show how student feedback can reshape assessment rules

University of Westminster's Mid-Module Check-ins show what earlier module feedback can look like

Student perspectives on HRM course content

Obstacles to students voice in curriculum design

King's Wellbeing Survey, and why joined-up student feedback matters

Check whether your belonging evidence distinguishes peer belonging from staff belonging. If it does not, you may be measuring one part of the experience and acting on another.

Full episode page: https://www.studentvoice.ai/podcast/episodes/011-welcome-week-is-not-your-belonging-strategy/

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This week, Dr Stuart Grey discusses engagement as a design problem. Weak engagement often tells universities something about the conditions they have created, not simply something about student motivation.

The episode covers student engagement research, generative AI feedback, Glasgow's assessment and feedback tool and Wonkhe's AI assessment report.

Stuart starts with a deceptively simple question: when engagement is weak, where should universities look first?

Student engagement depends more on institutional design than student background

Students use Generative AI for feedback, but trust teachers more

Glasgow's assessment and feedback tool shows how universities can act on student voice

Wonkhe's AI assessment report shows how late feedback drives student AI use

What do art students need from learning resources?

King's College London partners with Student Voice AI

Do adult nursing students feel their courses support personal development?

Take one engagement concern and identify the design friction underneath it: unclear expectations, timing, access, workload, assessment structure or feedback delay. Fixing the design is usually more useful than another reminder.

Full episode page: https://www.studentvoice.ai/podcast/episodes/010-engagement-is-a-design-problem-not-a-student-problem/

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This week, Dr Stuart Grey discusses GenAI disclosure as a trust problem. Students are more likely to disclose AI use when governance feels fair, consistent and credible in real teaching practice.

The episode connects research with 739 students to QAA subject benchmark statements, QAA GenAI assessment focus groups and evidence on who completes student evaluations.

The episode focuses on how overall sentiment averages can hide whose experience is changing, especially when institutions need to understand patterns by group, context or assessment design.

Students disclose AI use when governance feels fair and trustworthy

Who Actually Fills In Student Evaluations? New Evidence on Non-Response Bias

QAA Subject Benchmark Statements, and what they mean for student feedback evidence

QAA's GenAI assessment focus groups show why student voice on AI needs more structure

Student Voice AI + evasys + Advance HE for PTES & PRES 2025

What did COVID-19 mean for business and management students?

Do history students benefit from clearer assessment methods?

Look at one AI disclosure rule and ask whether students would hear the same explanation from every tutor. If not, the governance problem is implementation, not just wording.

Full episode page: https://www.studentvoice.ai/podcast/episodes/009-trust-is-the-missing-piece-in-ai-disclosure/

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This week, Dr Stuart Grey discusses belonging and retention: why one belonging score is rarely enough to explain who feels connected, who is drifting and what universities should do next.

The episode covers a review of 66 studies on belonging, mature student induction, DMU's block teaching evaluation and Jisc's decision to retire Digital Experience Insights.

Stuart reflects on the Future Facing Learning and AI in Higher Education conference at Teesside University and the question of who controls the AI infrastructure of higher education.

Retention work needs belonging evidence, not just a single score

Induction can build mature students' belonging, but only if universities design beyond the default student

DMU's block teaching evaluation links faster feedback with stronger survey evidence

Jisc will retire Digital Experience Insights on 31 July 2026

Gamification in statistics teaching

Do accounting students value a balanced mix of assessment methods?

Do extracurricular activities genuinely benefit law students?

When looking at belonging data, decide first whether you are describing experience, evaluating an intervention or predicting risk. Each job needs different evidence.

Full episode page: https://www.studentvoice.ai/podcast/episodes/008-belonging-is-not-a-single-number/

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This week, Dr Stuart Grey discusses why student evaluation reports do not improve teaching on their own. The improvement happens in the conversations staff and students have after the data is collected.

The episode covers evaluation dialogue, belonging survey validation, UUK quality principles, Jisc Online Surveys changes and how complaint comments often include practical fixes.

The episode looks at the operational reality behind feedback use: where is the time, and who is in the room, when teams ask what students are actually saying?

Student evaluations help teaching improve when staff can discuss them

Belonging surveys need better validation before universities benchmark them

UUK's five quality principles put student feedback evidence at the centre of efficiency decisions

Jisc Online Surveys changes question types, and why it matters for student feedback survey design

What is Student Voice?

Are accounting students overloaded and under-supported?

Do biology students want different assessment methods?

Create a 45-minute interpretation slot for one evaluation report. Ask what is a one-off, what is a signal, and what can be fixed through clearer communication before writing the action plan.

Full episode page: https://www.studentvoice.ai/podcast/episodes/007-evaluations-do-not-improve-teaching-conversations-do/

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This week, Dr Stuart Grey discusses evaluation design: why staff and students need to co-design feedback instruments before anyone can fully trust the data they produce.

The episode connects a six-year evaluation redesign study with OfS evidence requirements, PTES survey design and the risk of comparing scores that are not really comparable.

The episode starts from a simple point: if the feedback instrument is badly designed, the data will never be as trustworthy as the dashboard suggests.

Student evaluations improve when staff and students redesign them together

Student evaluation scores are not automatically comparable across departments, programmes, or time

OfS quality assessment flags missing module evaluations and student surveys at King Stage Limited

Westminster's PTES 2026 launch shows how survey incentives and confidentiality shape postgraduate feedback

Do extracurriculars enhance psychology students' experience?

Do electrical engineering students prioritise hands-on learning?

The Best Text Analysis Software for Education

Choose one survey item that staff often dispute and ask students and staff separately what they think it means. If the answers differ, the item is not ready to carry diagnostic weight.

Full episode page: https://www.studentvoice.ai/podcast/episodes/006-co-design-your-evaluations-or-you-will-not-trust-the-data/

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