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.

A university student taking notes by her laptop

AI for feedback: what to keep in mind when developing your own tool

Building an AI tool in-house allows institutions to retain control in a landscape increasingly dominated by external solutions. Here’s how to involve students, uphold ethical standards and navigate resistance

Isabel Fischer , Sean Enderby, Ross Hunter

The University of Warwick

Head made of cogs and jigsaw puzzle piece

Assessment tasks that support human skills

Assignments that focus on exploration, analysis and authenticity offer a road map for university assessment that incorporates AI while retaining its rigour and human elements

Amir Ghapanchi, Afrooz Purarjomandlangrudi

Victoria University

Beyond the nine to five: preparing students as digital entrepreneurs

As AI and digital business reshape the world of work, universities must rethink traditional assessments and equip students with creativity, resilience and entrepreneurial skills for the new economy

Patrice Seuwou

University of Northampton

Turn AI from a magic box into a tool to be interrogated

Instead of ‘ban it or embrace it’, the AI Collaboration Toolkit offers a way for educators to frame AI as a collaborator, with ethical guard rails built in and an emphasis on the student’s thinking. Here’s how it works

Lucy Gill-Simmen, Will Shüler

Royal Holloway, University of London

Female college students working together in class

Old-fashioned methods to circumvent student overuse of AI? Maybe

Higher education teaching faculty are exploring the use of old-school teaching and testing methods to prevent students from using artificial intelligence during exams and for homework. Is this a good idea? Cayce Myers takes a deep dive

Cayce Myers

Virginia Tech

A student speaking to a teacher in a bright office decorated wiht plants

How interactive orals transform assessment – and how to implement them

Interactive orals shift testing from memorisation to meaningful dialogue, reducing anxiety and building confidence in diverse learners. Read how they increase inclusivity and how to implement them across disciplines

Popi Sotiriadou , Dani Logan-Fleming

Griffith University, Torrens University

Hand holding mortar board, digital credentials

How industry partnerships and digital credentials can close the skills gap

Industry-focused credentials allow candidates to highlight skill sets to potential employers and enable individuals who may not have access to traditional higher educational pathways to display skills acquired over time. Here are examples of how these can work

Veronica M. Godshalk, Janelle Simmonds

Georgia Tech’s Center for 21st Century Universities, Siemens Digital Industries Software

Deciding between AI and human intelligence

Managing student risk AI-version

Could a safe space to experiment with using artificial intelligence to complete an assessment offer students a path to both deeper learning and AI proficiency?

Chris Jones

Regent’s University London

A student and an assessor roleplaying a client meeting

Interactive orals offer a solution to AI over-reliance in higher education

A scenario-based assessment method that promotes authentic learning can curb over-reliance on AI and build students’ professional communication skills. Here is a guide to interactive orals

Popi Sotiriadou , Dani Logan-Fleming

Griffith University, Torrens University

A robot hand presses a key on a laptop keyboard

‘Don’t be sorry, just declare it’: safeguarding the integrity of the essay

With the advent of GenAI, higher education has pronounced the essay dead. Benito Cao argues there are signs of life – and explains how to protect its integrity

Benito Cao

Adelaide University

Brightly-coloured speech bubbles and avatars

Discussion forums: the key to AI-proof assessment?

Providing a supportive learning culture for students will make them less likely to cheat – and discussion forums, with a few tweaks, may be the way to do it

Edward Palmer

Adelaide University

How should assessors use AI for marking and feedback?

While much attention has focused on students’ use of GenAI, its potential to support assessors has mostly been overlooked. Here, Isabel Fischer shares draft principles co-created at a cross-institutional workshop to guide its responsible use in assessment, marking and feedback.

Isabel Fischer

The University of Warwick

Teaching critical thinking is not enough – we must design for and assess it, too

Students are often told to think critically, but they need to be shown how – and evaluated on it. To truly embed critical thinking in higher education, educators must align teaching, assessment and expectations from the ground up

Nicole Pitterson

Virginia Tech

Black male student looking thoughtfully at laptop screen

When AI asks: ‘Why?’ and facilitates critical thinking

Chatbots can be used at scale to mimic the Socratic method in university assessment and guide students to reflect on their thinking and reasoning process

Meryem Yilmaz Soylu

Georgia Tech’s Center for 21st Century Universities

A robot hand holds out a glowing lightbulb

Three AI-focused grids to future-proof your course design

Instead of shaping assessment around policing the use of AI, we need to adopt a holistic approach that helps students and educators judge how much AI use is pedagogically appropriate. These three grids can offer insight

Sean McMinn

Hong Kong University of Science and Technology

When we encourage AI use, how can we still assess student thinking?

As more university educators encourage students to use GenAI, how can we ensure assessments still reward critical thinking and originality? Isabel Fischer reflects on emerging usage patterns and shares practical design tips for meaningful, AI-inclusive assessment

Isabel Fischer

The University of Warwick

A tombstone in a graveyard with the words "rest in peace" carved into it

Is the dissertation dead? If so, what are the alternatives?

Dissertation alternatives, such as capstone projects and applied group-based projects, could better prepare graduates for their future careers. Discover what these might look like

Rushana Khusainova, Sarah Sholl, Patrick Harte

The University of Bristol, Edinburgh Napier University

Medical students working on a project together

How reflective remediation can set medical students up for success

A workshop designed to help struggling students reflect on their mid-term assessment shortcomings led to 86 per cent of participants passing their end-of-year exam. See how it worked

Ellen Lowry

The University of East Anglia

How to get your students writing stellar social policy analysis reports

Policy analysis equips social work students with the skills to critically assess, influence, and advocate for equitable policies. Read how to demystify the process

Adrian Man-Ho Lam, Mathew Wong Yee Hang

The Hong Kong Polytechnic University

Test students’ understanding, not their memory

Exams have become more about students’ ability to recall answers to questions asked in past papers rather than testing their understanding of new knowledge. Here’s how to challenge their cognitive ability instead

Apurav Krishna Koyande

Universiti Teknologi Petronas (UTP)

Case-based discussion as an authentic healthcare assessment

Case-based discussion has been well received as an assessment method. Here are other reasons to use it, along with tips on how to make it work well

Multiple authors

The University of East Anglia

What happens when AI writes the appeal

As students increasingly use generative AI to craft assessment appeals, university staff face new challenges in maintaining the integrity of academic feedback. Here’s how we can adapt to preserve meaningful learning relationships in the face of optimisation

Jonathan Boymal

RMIT University

Build better doctors with programmatic assessment

Programmatic assessment offers a better way to train doctors, making them more resilient and giving them the tools to manage their own professional development. Gozie Offiah explains how it works

Gozie Offiah

RCSI University of Medicine and Health Sciences

AI-proof project-based assessments by making them context-specific

Project-based assessments rooted in real-world, institution-specific contexts help reduce over-reliance on GenAI by emphasising collaboration, oral defence and critical thinking. Learn how to design one effectively

Oliver Jarvest , Ying Zhou, Simon Sheridan

Xi’an Jiaotong-Liverpool University

‘This is going to hurt’: taking the pain out of group assessment

Group assessment can be seen as unfair and unwieldy, but it also teaches essential skills such as teamwork and collaboration. We owe it to our students to frame it in a way that allows them to see its benefits

Sarah Sholl, Stephen Yorkstone

Edinburgh Napier University

University professor teaching with laptop

Flip-Zoom-open: how Covid and AI transformed my classroom

Maybe the uncertainty of the pandemic resulted in a few positives to university teaching? Here, Perry Binder reflects on lockdown’s seismic shifts

Perry Binder

Georgia State University

A finger follows text in a book written in question marks

How to support students with dyslexia in your teaching

Students dealing with dyslexia and other specific learning difficulties may struggle in the classroom more than their peers. With their number increasing, here’s how to give them the space they need to learn

María Catalina Bolaños Dubos

Universidad Austral

Students discussing a group project in class

How I teach students to assess each other’s work

Peer marking helps students build valuable skills and reflect on their own work. Here’s how to make the process smooth and effective

Anirudha Poria

Xi’an Jiaotong-Liverpool University

When GenAI resets the assessment baseline

Generative AI is forcing university educators to raise their own bar on creativity, assessment and expectations. Here’s how one teacher reassessed their assignment

Chris Jones

Regent’s University London

What on-the-job training looks like in the classroom for MBA students

Examples of authentic assessment methods for MBA students that align academic goals with dynamic real-world demands and equip students with job-ready skills

Harini K N

Manipal Academy of Higher Education

Three images - one thumbs up, one down and one in the middle

How to encourage peer review in online courses

A framework and practical strategies to train students to provide constructive peer feedback that improves learning outcomes

Jie Zhang, Steven Bateman, Qing Ye

Xi’an Jiaotong-Liverpool University

Should we kill the essay?

Long-form writing seems to have become a battleground for the showdown between AI and academic integrity. With technology exposing the essay’s flaws, Luke Zaphir offers ways to reinforce this storied assessment task

Luke Zaphir

The University of Queensland

Reshaping assessment to outsmart AI

Adapting common assessment types can not only deter the overuse of AI – and avoid administration overload – but support student learning in a more authentic and engaging manner

Rebecca Mace, Viktoria Magne, Sarah Hooper, Sharon Vince

University of Worcester, University of West London

How to build competency-based assessment into a clinical supervision course

Changes in Singapore’s healthcare sector meant health professionals needed extra skills for the workplace. Here’s how a clinical supervision certificate helped them learn on the job

Heidi Tan, Celestine Seet

Singapore Institute of Technology

Poster approaches to embedding real-world learning into coursework

A data visualisation task can support students’ problem-solving and critical thinking skills as well as give context to themes around sustainability. Here’s how to put it into practice

Lisa Winstanley

Nanyang Technological University

A teacher smiling to camera holding a student's paper

How to talk to students about their writing

Verbal feedback can encourage students to think critically and independently about their language learning and improve future work. These tips explain how to put the method into practice

Lulu Jin

Xi’an Jiaotong-Liverpool University

AI and assessment in higher education

Threat or opportunity? Advice for using, managing and embedding artificial intelligence in university assessment, skills development and task design

Eliza Compton, Campus contributors

Campus

The power of a 30-minute meeting

One-to-one coaching sessions with students are an ideal forum to share individualised feedback, advice for academic and professional growth, and ways to build learner self-efficacy and confidence. Here’s how they support student success in a global classroom

R. Katherine Samford, Kendall Nelson

Georgia Tech’s Center for 21st Century Universities

How to enhance the accuracy of GenAI models

Generative AI seems to offer ways to provide individualised feedback to large cohorts but can these models be relied on to give students accurate, relevant responses? Here are three approaches for educators to try

Nazim Ali, Sarah Aynsley, Linda Becker

Keele University, Bochum University of Applied Sciences

College student hiding face under book, exam stress

Beyond exam panic: rethinking the purpose of assessments

If students frame assessments in terms of stress, not learning, this raises the question: are universities evaluating students’ growth or simply their ability to perform under pressure?

Rahim Somani

University of Northern British Columbia

Tips for successful asynchronous teaching: supporting students, part two

As the most remote form of teaching, asynchronous courses require well-managed communication so students stay on-board and engaged – and understand all the requirements

Figen Mekik

Grand Valley State University

A young woman sits in front of a laptop, holding a smartphone and making notes on a pad

Rethink authentic assessment for the generative AI era

How can we integrate AI into authentic assessment? Consider inspiring a collaborative spirit, aligning technology with pedagogy and modelling a new mindset for your students

Nadya Shaznay Patel

Singapore Institute of Technology

Campus talks: the tricky relationship between assessment and learning

Hear three US academic experts discuss what role assessment should play in higher education and how it can be improved

Susan D. Blum, Catherine Wehlburg, Josh Eyler

University of Notre Dame, Athens State University, University of Mississippi

When essay feedback does more harm than good

Tired of asking for more scope, depth and flow with no improvement in students’ writing? Maybe the problem is not the students but your feedback

Alice Stinetorf

University of Southampton

Young Asian woman looking tired at laptop

‘We shouldn’t sleepwalk into a “tech knows best” approach to university teaching’

As GenAI is used by almost nine in 10 students, these practical strategies help educators to rethink assessment and integrate AI as a collaborative tool in academic work

Rebecca Mace, Viktoria Magne, Sarah Hooper, Sharon Vince

University of Worcester, University of West London

A teacher designing an infographic on her laptop

Canva and ChatGPT for feedback and academic support

Don’t bore your students with lengthy, written feedback. Here are ways to make it more visually appealing and how to use custom GPTs to offer extra academic support

Mariana Elizondo, Eunice Costilla Cruz

Tecnológico de Monterrey

Assessment or measurement?

Authentic assessments and measurements serve distinct purposes in understanding student success in higher education. Here’s why equating the two can undermine the depth and quality of student learning

Heather Strine-Patterson

Virginia Tech

A computer programming student working on her laptop

Authentic assessment design for computer programming master’s courses

A four-step plan for more meaningful assessment that incorporates AI-assisted evaluation, group discussions and presentations

Thomas Selig, Ling Wang

Xi’an Jiaotong-Liverpool University

A young woman takes a deep breath at a laptop

Is authentic assessment leaving some students behind?

Does a more authentic assessment for some students mean an inauthentic experience for others? Here’s how to address this by adopting a student-focused lens

Sue Sharpe, Jennifer Z Sun

Australian National University, University of Sydney

A robot hand ticking check boxes on a piece of paper

Get students on board with AI for marking and feedback

AI can potentially augment feedback and marking, but we need to trial it first. Here is a blueprint for using enhanced feedback generation systems and gaining trust

Isabel Fischer

The University of Warwick

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