Comparing skills frameworks

Across higher education, there is growing agreement that universities need to do more than deliver disciplinary knowledge. Educators are increasingly expected to help learners develop broader capability such as communication, collaboration, critical thinking, adaptability, and professional judgement alongside subject expertise.

These ideas are often captured in graduate attribute frameworks, employability frameworks, professional standards, or capability taxonomies, and you may already be working with one in your own context.

Hannah’s Note from Practice

One example I’ve seen work well in practice is the Ready123Go program, where employability skills are explicitly embedded course-wide through select units across Years 1, 2, and 3 of a degree. Rather than treating employability as a single add-on subject, the program builds capability progressively, layering learning on learning, so that by the time students graduate, they have a body of evidence showing how their skills developed over time, not just what they completed.

This is one way I’ve seen Faculties operationalise skills literacy across every course they offer, not just flagship ones. What makes it work is consistency: the same skills language and reflection points within aligned assessment tasks recur across units, so students start to recognise their own development rather than experiencing each unit as disconnected.

It’s a useful model to hold in mind as you think about your own context: skills literacy doesn’t have to be a bolt-on. It can be built into the structure of a degree itself, one unit at a time, so capability accumulates rather than resets each teaching period.

Different language, similar capabilities

At first glance, this can feel complex. Different frameworks use different language, structures, and categories to describe capability. However, many of these frameworks are describing very similar underlying skills and capabilities, often using slightly different terminology.

For example:

• one framework might refer to collaboration
• another to teamwork
• another to working effectively with others

Similarly:

• critical thinking vs analytical thinking vs judgement and decision-making

Or:

• communication vs presenting information clearly vs professional communication

The language varies, but the underlying capability is often very similar.

Dr Sofia Ramirez encounters this regularly. As a Health Sciences subject coordinator, she works with university graduate attributes, accreditation requirements, and employability frameworks, all while designing authentic learning experiences for students.

At times, it feels like every framework uses slightly different language to describe similar capabilities. One document refers to communication, another to professional interaction, another to stakeholder engagement.

Over time, Sofia begins to recognise the patterns. Many of these frameworks are pointing toward the same underlying skills and capability, just viewed through different lenses and professional contexts.

From frameworks to teaching and learning

• competing priorities and limited time
• varying levels of familiarity with frameworks
• differences between institutional, disciplinary, and industry language
• the gap between formal framework language and everyday learner experience

Sofia recognises this tension. She is already helping learners develop these capabilities through projects, simulations, group work, placements, and authentic assessment.

What she is looking for is not another framework, but clearer ways to help learners recognise and articulate the capability already developing through the learning experiences she designs.

Making frameworks more usable

One useful approach is not to memorise framework language, but to interpret and translate it.

This might involve:

• identifying common capabilities across different frameworks
• simplifying language so it is meaningful to learners
• connecting framework terms to authentic learning and assessment activities
• helping learners recognise capability across study, work, and life experiences

For example:

• collaboration becomes working effectively with others to achieve shared outcomes
• critical thinking becomes evaluating information, making judgements, and explaining decisions
• communication becomes presenting ideas clearly to different audiences

Being able to recognise, describe, and apply capability in context is a critical part of skills literacy.

As this develops, educators and learners become better able to:

• recognise common skills across frameworks
• translate formal capability language into clearer descriptions
• use more consistent language across teaching, learning, assessment, and employability contexts

Clearer and more consistent language helps learners better recognise and communicate what they can actually do.

AI Tip

AI can help translate skills and capability language across different frameworks and contexts.

For example, you can ask AI to take a formal framework term such as “critical thinking” or “professional communication” and rewrite it in language that is easier for learners to understand and apply.

You can also ask AI to:

• compare similar capability terms across frameworks
• simplify formal framework language into learner-friendly descriptions
• analyse a unit outline or assessment task and identify the transferable skills already present
• generate examples of what capability looks like in higher education, workplaces, or professional settings
• rephrase capability statements for portfolios, interviews, or graduate applications
• suggest reflective prompts to help learners articulate their capability development

A simple prompt to try:

“Here are several related capability terms: collaboration, teamwork, stakeholder engagement, and working with others. Can you explain how they are similar and rewrite them in clear learner-friendly language with examples from higher education and workplace settings?”

Remember, AI is there to support your thinking, not replace it. Use it to explore different ways of expressing capability, then choose the language that works best for your learners and context.