Typicality vs Best Practice in QA

Typicality vs Best Practice in Quality Assurance

In quality assurance, we often see two types of evidence: the exceptional, and the everyday. It's easy to be drawn to 'best practice' – that one brilliant session or perfectly executed project. But an accurate picture of your provision's quality hinges on understanding 'typicality' – the standard experience for the majority of your learners and apprentices. Confusing the two can lead to inaccurate self-assessment and improvement plans that miss the mark.

Truly effective quality assurance doesn't just celebrate the highlights; it understands the baseline. Differentiating between best practice and typical practice is crucial for making valid judgements and driving meaningful, whole-provider improvement.

Why the Distinction Is Crucial

Failing to distinguish between typicality and best practice creates significant risks for your quality system. When your self-assessment is based on outliers and aspirational examples, it ceases to be a reliable tool for improvement. This can lead to:

• Inflated judgements: Grading a provision-type as 'strong' based on a few star teachers, when the typical experience is closer to an 'expected standard'.
• A disconnect with reality: Leaders and governors may hold a view of quality that doesn't match what learners and apprentices experience day-to-day.
• Ineffective QIPs: Improvement actions may focus on celebrating excellence rather than addressing common weaknesses that affect the most learners.
• Reduced credibility: Staff and inspectors can quickly spot when a provider's self-view is built on exceptions rather than the norm.

How to Capture Typical Practice

Gathering evidence of typicality requires moving beyond pre-arranged observations and showcase events. Your goal is to see the provision as a learner sees it. Consider these methods:

• Broad evidence sampling: Instead of asking for 'good examples', sample learner work, assessment feedback, or VLE resources randomly and at scale.
• Unfiltered learner voice: Speak to groups of learners and apprentices informally, away from their tutors, about their day-to-day experiences.
• Analyse 'business as usual' data: Look at patterns in attendance, VLE engagement, submission times, and help requests. These are indicators of the typical experience.
• Purposeful learning walks: Use short, frequent, and supportive 'drop-ins' to get a feel for the normal rhythm of teaching, training and learning across the provider.

How to Leverage Best Practice

Identifying your best practice is still essential, but its purpose is different. It's not there to flatter your SAR; it's there to provide a roadmap for improvement. Once you've identified genuine excellence, you should:

• Deconstruct it: Work with the practitioners involved to pinpoint exactly what they are doing differently and why it is so effective. Is it their questioning technique, their use of formative assessment, or how they sequence learning?
• Use it as an internal benchmark: Use clear examples of best practice to help calibrate judgements and create a shared understanding among staff of what 'strong' or 'exceptional' looks like in your context.
• Plan for replication: Develop targeted professional learning to help transfer the specific, effective strategies-not just the general ideas-to other staff members.
• Inform curriculum strategy: Use insights from best practice to refine curriculum design, assessment methods, or teaching resources for wider impact.

From Findings to Evaluative Judgement

Your self-assessment report should reflect this nuanced understanding. Avoid making sweeping generalisations based on your best examples. Instead, aim for balanced, evidence-based evaluation.

• Be precise in your language: Acknowledge both realities. For example, "While pockets of exceptional practice in formative assessment were observed, the typical approach across the provision needs attention, as feedback is often not timely enough for learners to act on."
• Ensure judgements reflect typicality: Your overall grade for a provision-type or whole-provider area should be anchored in the everyday experience of most learners.
• Create targeted QIP actions: Use your analysis of best practice to create specific improvement actions. Instead of "Share good practice," your action should be, "Roll out the 'hinge question' technique, observed in our strongest practitioners, across the Engineering department through peer coaching to improve in-session responsiveness."

Where this fits in QualityHero

Distinguishing between typicality and best practice is central to robust self-assessment. Within QualityHero, you can log evidence from learning walks, work scrutiny, and learner voice activities in the Toolkit Areas module, tagging it to build a picture of the typical experience. Your analysis of best practice can inform the development of templates and guidance. This validated, dual perspective allows you to write a more credible and evaluative SAR and create highly targeted actions in your QIP.