University assessment and quality assurance

Strategies to improve university assessment for students and educators. Here, academics offer guidance on assessment design, covering formative, summative and diagnostic approaches, authentic assessment and how to give useful feedback. You will also find advice on exam preparation, ungrading, managing GenAI, preventing cheating and upholding academic integrity.

An illustration of a student navigating a computer motherboard with a map

The coordinates that reorient learning in an AI-enabled world

AI has reshaped how knowledge is produced and assessed, so educators need to reconsider where teaching can add value. Here’s how curriculum reform works on a new map

Lin Yue

Adelaide University

An engineering student fixing a machine in class

The difference between AI-proof and AI-authentic engineering education

If engineering students are turning to AI first, educators need to think carefully about how to make classroom learning valuable. A simple four-stage approach can help, writes Salman Shahid

Salman Shahid

The University of Manchester

A small human with a sword and a shield attempts to fight a giant robot

Police a losing battle or teach students to think clearly? The choice is ours

Instead of trying to detect and ban AI, let’s teach students to interrogate it. Find five ways to embed critical AI literacy

Naeem Ramzan, Shahid Awan

University of the West of Scotland

Students study together under the teacher's supervision

Five tips to integrate sustainability education into your curricula

Sustainability education is vitally important, yet often faces roadblocks in practice. Get started with education for sustainable development with these tips

Gustavo Espinoza Ramos , Amanda Capucci Polzin

University of Westminster

Better teaching podcast featuring David Gooblar

Campus Talks: Teaching strategies to get students reading and speaking up in class

A champion of active learning shares ways to create more equitable classrooms, build students’ trust and support academic skills development

David Gooblar, Eliza Compton

University of Iowa

Asian students doing pair work in a lecture hall

Help undergraduates sustain critical AI use under deadline pressure

When assignments are due, students might be tempted to skip checks and reflection when they turn to AI tools for support. Here’s a five-stage framework to deter shortcuts

Chris Harwood

Sophia University

‘The more I improved my instructions, the better they worked as AI prompts’

Clear instructions tell students about the assessment task, its purpose and its criteria for success, but they also give a large language model a checklist for optimisation. Soohyun Ahn offers advice for navigating educators’ two audiences

Soohyun Ahn

Southern Alberta Institute of Technology

A mechanical robot hand writes on a notepad

A tool for teaching argumentative writing to EFL students

Even students with a solid grasp of English can find it hard to construct coherent arguments in their academic writing. A six-week training course centred around an AI-powered corpus platform could help, writes Liu Kanglong

Liu Kanglong

The Hong Kong Polytechnic University

How to become a better teacher

There is more to teaching than simply delivering content. Anggi Maisarah explains what she’s learned from her students and her advice for better teaching

Anggi Maisarah

Universitas Sumatera Utara

An illustration of a figure balancing on a tightrope

The balancing act involved in teaching a class of mixed-ability students

Have you faced a situation where half of your class are subject-matter experts, and the other half are absolute beginners? Find practical strategies for bringing novices up to speed while keeping experts motivated

Lolita Edralin

The Hong Kong Polytechnic University

Two students have fun recording a podcast

Listen up: why audio assessment needs better design

Without intention, an assessment based on podcasting can end up confusing students. Here’s why intention is key

Eleanor Roseblade

University of Westminster

Asian female financial student doing calculations

If a chatbot can pass your assignment, you are grading the wrong thing

Any task whose assessed object is a final number or tidy conclusions is not measuring students’ thinking, writes Lucas Long. He shares three ways to put the reasoning back at the centre of learning

Lucas Long

University of West Florida

An unenthused student receives a test back in the classroom

Why first-year courses should be pass/fail – and how to make the case at your institution

First-year students suffer from disproportionate levels of stress. But there’s one structural fix that costs almost nothing: pass/fail assessment in year one. Find six steps to implement change

Lasha Markozashvili

Nazarbayev University

Illustration of robot hands holding a resume

AI’s fluent answers hide bias. Here’s how to teach students to see it

AI advice arrives confident and efficient, which is why students don’t always notice what it assumes or when they stop deciding for themselves. Kamila Miller offers four classroom practices that make bias and dependence visible

Kamila Miller

University of Reading

Assessing students’ academic writing when AI can produce a first draft

When finished text no longer reliably indicates students’ ability to produce structured formal prose, educators can ask them to show more of their writing and judgement process

Igor B. Martins

Lund University

Young male student looking at phone while putting off study

To stop students procrastinating, collaborate with them

To help students start academic work on time, educators can use an approach that both guides them and pushes them to manage their own journeys

Itamar Shatz

University of Cambridge

The understanding gap – and how AI can help university educators close it

Students often fall behind long before assessments reveal it. Identifying gaps in understanding during teaching – and using AI for just-in-time support – could transform learning, writes Zabin Visram

Zabin Visram

Glion Institute of Higher Education

How to supervise a student systematic review without losing a semester

A systematic review can fit inside a degree but only if the supervisor sizes the question to the calendar before the student starts searching

Sarah Mitchell

Research Gold

How to show students’ learning beyond grades: a five-step process

Teaching success should not rely solely on pass rates or student satisfaction. Here’s how to gather evidence that students understand, apply and transfer what they learned

Anabel Campaña

Universidad del Caribe (UNICARIBE)

Gamification can support sustained engagement with course content

Game mechanics use feedback, rankings, discussion and participation over time to maintain students’ attention throughout the semester

Fabrizio Marozzo

University of Calabria

Six assessment types that support deep, real-world learning

If traditional assessment methods feel limited, Temesgen Kifle shares alternative ways to measure students’ understanding and ability to apply learning to authentic problems

Temesgen Kifle

The University of Queensland

Secondary school pupils studying science in a classroom

How to embed outreach into final-year research projects

How to take a proactive approach to ethics approval and use existing university mechanisms to transform outreach into assessed, curriculum-aligned work

Nephtali Marina-Gonzalez

UCL

University students sitting at a table discussing a project

AI shaming is not AI literacy

Criticism of GenAI is necessary but ridiculing those who use it can damage trust, prevent disclosure and impact learning. Educators need better questions, better boundaries and better language. Sara Saravi offers suggestions

Sara Saravi

Loughborough University

The imperative for productive struggle

When AI can offer students the illusion of mastery, assessment design that includes ambiguity, choice, context and real-world values can encourage the effort that underpins deep learning

Karsten Mundel, Olivia Murray

University of Alberta

A hand holds a phone, on which an influencer is live streaming

Click like: how to use influencers in authentic assessment

Bridge the gap between students’ education and their online lives by deploying social media content creators in assessment. Here’s how

Melissa Y. L. Yeung , Ryan S. W. Lo, Hansel H. Y. Chan , Derek C. T. Au

Hong Kong Metropolitan University

Medical students in scrubs walking down a university building corridor

Is quarantining in medical training fit for purpose?

Quarantining can make medical exams fairer, but evolving needs and limited resources raise questions about viability. Rebekah Hill and Sarah Amadasun draw from student feedback to offer solutions

Rebekah Hill, Sarah Amadasun

The University of East Anglia

An illustration of screwed up bits of paper leading to a lightbulb moment

Design learning that works with the brain, not against it

Educating used to be about explaining concepts – now it’s about designing experiences to help the brain develop understanding. Find advice to tweak your teaching here

Mussab Aswad

Nasser Centre for Science and Technology

Young male student raising hand in class

‘Trust in their own judgement is something we cannot teach our students’

Students new to formal finance education need space to make mistakes and a learning environment that includes uncertainty, risk and emotions, writes Manjari Sharma

Manjari Sharma

Christ (Deemed to be University)

A student uses a laptop in a lecture hall

I start my lectures by introducing my teaching assistant: GenAI

Artificial intelligence is offering us an opportunity to give every student in the lecture hall the chance to think ideas through and truly understand. Let’s take it

Dan Sarofian-Butin

Merrimack College

A lecturer talking to a student about their work.

What ‘learning verification’ means in practice

When a student’s work sparks concerns over AI use, the best approach is to sit down with them and have a conversation to ascertain if they understand what they submitted, explains B. Jean Mandernach, who shares tips for doing this

B. Jean Mandernach

Grand Canyon University

A student and their lecturer in conversation.

Stop investigating, start teaching

Trying to detect whether a student has misused AI in their work is a wasted effort, from which no one benefits, writes B. Jean Mandernach. She proposes a different approach focused on finding out what students truly understand

B. Jean Mandernach

Grand Canyon University

A programmer reviewing code on her desktop

In programming education, AI does not remove the need for expertise

As GenAI reshapes the way students and professionals work with code, it changes the competencies educators should assess. Here’s what they could look like

Fatema Zaghloul

The University of Bristol

The best way to teach students to think critically about AI? Make them argue with it

Educators might treat AI as an integrity problem, but employers don’t. They need graduates who can decide when to trust the machine – and when not to. And that’s why you should design assessment that forces students to argue against AI

Reihaneh Bidar

The University of Queensland

Asian students articipating in small-group discussion

Practicalities of co-creation: how to truly engage the student voice

When educators share the design and implementation of course material and assessment rubrics, they give students a stake in their own and their peers’ learning

Shuhui Yin

Macau University of Science and Technology

Students in a lecture hall working on essays

Feedback is a skill to be taught, not assumed

Comments such as ‘This is a good essay’ might reassure but won’t help a writer improve. Here’s how to show students what strong and weak peer feedback looks like

Jiashi Wang

Xi’an Jiaotong-Liverpool University

An illustration of a robot teaching a class about the human brain

Five tips for using AI in university assessment

Instead of trying to detect students using AI for their work, we need to think differently. Here’s where to start

Tom Oliver

University of Westminster

A student at his desk speaking to a professor

How to challenge problematic competence standards

We can make assessment fairer by learning how to spot issues with competence standards and supporting students to challenge them. Here’s how

Jess Jasper, Harriet Crooks

The University of East Anglia

A robot and a man in a business suit arm wrestle

‘If we make AI the enemy then surely it must become one’

How do we use GenAI without letting it use us? By mastering the tool, and helping students do so too, its much-feared effects on the humanities cannot come to pass, writes Stuart Christie

Stuart Christie

Hong Kong Baptist University

Defining and developing students’ critical AI literacy

By the time they arrive at university, most students are using AI. So, with the lines between AI use and original work increasingly blurred, academia now needs to teach them how to use the tools critically

Amy Allen, David Hicks

Virginia Tech

Concept of levelling up university assessment in response to GenAI

Assessing critical thinking in critical times

The advent of generative AI plus questions about the relevance of higher education call for a closer look at how critical thinking skills are taught and measured. Kate Williams offers ways to level up traditional assessment formats

Kate Williams

Georgia Tech’s Center for 21st Century Universities

David Boud shares insights on feedback, assessment and learning

Campus Talks: How to create university assessments that serve learning

Learn what constitutes good feedback and how to get students actively engaged in learning from their assessments

David Boud, Miranda Prynne

Deakin University

A student sits an exam hall as her peers leave around her

The key to reducing exam anxiety? Better communication

Anxiety about assessment is leaving more students feeling overwhelmed. Ease the pressure with clarity, consistency and care

Apurav Krishna Koyande, Bhajan Lal Rahanu

Universiti Teknologi Petronas (UTP)

What new lecturers need to develop their teaching

Dialogic, developmental feedback can accelerate new lecturers’ confidence, pedagogic judgement and professional growth. Here’s how

Katherine Mansfield, Yaz Osho, Richard Paterson

University of Westminster

Young black woman and older woman working on logistics

Assessing students when artificial intelligence is ubiquitous

If we continue to prioritise memorisation in an age of wall-to-wall information, we send the wrong message to our students and employers. Michelle Seref offers advice on assessment that builds critical thinking skills

Michelle Seref

Virginia Tech

People hold up a picture frame to a classroom

Reframe assessment as part of learning

How to model assessment as a tool for learning as well as a method of evaluation, in a GenAI-enabled world

Campus contributors, Kiera O’Brien

Campus

How to start reimagining assessments authentically

What does authentic assessment really look like? Through real-world tasks, meaningful application and core knowledge and skills, it supports deeper learning and a more accurate measure of students’ understanding

Karen Bunch Franklin

Georgia Tech’s Center for 21st Century Universities

‘Small changes in assessment design can make thinking visible’

Many concerns about the impact of artificial intelligence on academic integrity and authorship have focused on controlling the tool rather than reconsidering the task, writes Nicole Brownlie. Here, she offers a shift to assess process, not just answers

Nicole Brownlie

The University of Southern Queensland

Close-up of hands flicking through flashcards

Flash cards work, but only when we teach students how to use them

Based on research comparing paper-based and digital tools, William J. Owen and Leah Chambers explain how flash cards can support learning and study skills development

William J. Owen , Leah Chambers

University of Northern British Columbia

GenAI has destroyed grading – and it’s made me a better instructor

Instead of a six-page research paper turned in at the end of a course, here’s how to focus on the real-time learning that happens between leaps of understanding and moments of doubt

Dan Sarofian-Butin

Merrimack College

Hand stopping a line of dominoes falling

When the business plan becomes a performance

Under conventional assessment models in entrepreneurship, continuation of a venture is rewarded and optimism reads as competence, write Ian Solway and Jolyon Nott. But students should be required to demonstrate judgement, not projected success

Ian Solway, Jolyon Nott

University of Southampton

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