Most schools do data work in spikes. A survey closes. A report arrives. A meeting happens. Then it fades.
Sustainable practice needs routines that keep decisions alive between reporting cycles.
The leader’s job
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Protect time for sense-making.
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Keep the focus on decisions and next steps.
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Reduce blame and increase learning.
A simple role set
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Sponsor (principal or senior leader): sets purpose, removes barriers, holds the line on priorities.
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Data lead: prepares the pack, keeps definitions consistent, ensures quality checks.
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Team leads (year level, subject, pastoral): run the routine and follow through on actions.
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Teachers and support staff: provide local evidence and test small changes.
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Student services team: supports wellbeing and engagement checks.
Three routines worth protecting
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Weekly pulse check (10–15 minutes)
Attendance, behaviour, completion, emerging concerns. -
Fortnightly team cycle (30–45 minutes)
Pattern scan, hypothesis check, action adjustment. -
Termly review (60 minutes)
Outcomes, implementation review, next-term priorities.
Key Takeaways
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Sustainability comes from rhythm, not motivation.
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Roles reduce drift and protect follow-through.
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Protect the smallest routines that drive action.
Quick Check
Which routine do you already have, and which routine do you need?