When leaders say, “We have the data,” they often mean, “We have numbers.” Numbers become useful when you look for patterns that change what you do next.
A pattern is not a point. A pattern is movement over time, or a meaningful difference between groups.
Four patterns school leaders should look for
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Trends over time
What is improving, flattening, or slipping across weeks, terms, or years? -
Cohort patterns
Which year levels or subjects show consistent strength or concern? -
Subgroup patterns
Are there differences by language background, learning support status, gender, or enrolment point? -
Task and item patterns
What do students consistently get wrong, and what does that suggest about teaching and curriculum?
A simple rule
Start with the smallest number of views that answer the question. Too many charts create confusion.
Key Takeaways
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Look for movement and differences, not isolated scores.
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Pattern hunting is a discipline, not a talent.
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Choose views that lead to action, not debate.
Quick Check
Write one question you want a pattern to answer this term.