1 August 2025
Amy

Data Without Pressure: Rethinking Progress Tracking in AP and SEND Settings

Data Without Pressure: Rethinking Progress Tracking in AP and SEND Settings

In alternative provision and SEND settings, the question isn’t “Is progress happening?”
It’s “How do we capture progress in a way that reflects reality, honours the learner, and doesn’t create more pressure for staff or students?”

That’s not an easy balance. Especially when funding, inspection, or multi-agency involvement requires us to evidence something that doesn’t always fit a spreadsheet.

At Anthill, we’ve worked with many teams who are doing brilliant, relational, person-led work but who feel burdened by data systems that weren’t designed with their context in mind. It’s time to 

The Trouble with Traditional Measures

Most mainstream systems rely on fixed targets, linear progressions, and standardised outcomes. They assume learners are moving through subjects at roughly the same pace, with attendance as a proxy for engagement.

But in AP and SEND contexts, that just doesn’t reflect reality.

  • Progress might mean a student re-engaging with learning after trauma.
  • A meaningful win might be a reduction in crisis behaviour not a jump in reading age.
  • “Regression” might reflect external instability, not lack of ability.
  • Sessions may be tailored, dynamic, or fluid -resisting rigid categorisation.

Trying to fit that into off-the-shelf systems often leads to one of two things:

  1. Data that feels meaningless
  2. Workload that feels unsustainable

Neither helps the learner. And neither helps the team.

So What Does Meaningful Tracking Look Like?

We believe it starts with a few simple principles:

  • Progress is personal. What matters is how the learner is moving relative to themselves, not to national benchmarks.
  • Context matters. Without narrative, data points tell an incomplete story.
    Staff insight is valid data. Observations, reflections, and gut instinct often hold more truth than numbers alone.
  • Systems should work with your practice, not against it. If you’re adapting your work just to feed a tracker, something’s off.

What We’ve Seen Work in the Real World

Across APs, SEND settings, and family-led provisions, we’ve seen powerful alternatives emerge:

  • Traffic light self-assessments paired with staff notes
  • Narrative journals to capture emotional, social and cognitive development
  • Flexible digital portfolios where evidence includes art, voice notes, or video
  • Skill-based frameworks created by staff based on real learner profiles
  • Hybrid systems that blend structured goals with open-ended reflection

The most successful tools are those built with the team, not imposed on them. That’s where ownership grows and where the data starts to reflect something real.

Why This Matters

Progress tracking isn’t just about accountability. It’s about visibility for learners, for families, and for the professionals supporting them.

When done well, it builds confidence.
It validates the emotional labour of the team.
It helps plan next steps.   And when necessary, it equips you with calm, clear evidence for local authorities, inspectors, or funders without compromising your values.

Final Thought

Let’s stop forcing alternative provision into mainstream shapes.

Instead, let’s build systems that honour complexity, celebrate small steps, and reduce pressure for everyone involved.

Because in the end, meaningful progress isn’t just about ticking boxes. It’s about recognising growth even when it doesn’t look like a straight line.
Interested in rethinking tracking in your setting?
We’re building flexible tools (like Anthill Trails) designed to work the way you do calmly, adaptively, and with purpose.  

Get in touch if you’d like to explore what that could look like.

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