Course Content
Finding Patterns Without Overcomplicating It
This week shows you how to turn raw data into clear insight. You will learn simple routines for trend checks, subgroup scans, and triangulation. You will finish with a short pattern scan that leads to a practical next step.
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From Patterns to Causes
This week helps you move from “what we see” to “why it might be happening”. You will practise simple diagnosis tools that reduce guesswork. You will finish with a cause map and three testable hypotheses.
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Choosing Actions That Match the Evidence
This week helps you select actions that fit the problem you have diagnosed. You will learn a simple way to choose an intervention, set success criteria, and plan implementation. You will finish with a one-page action logic model that can be shared with your team.
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Leading a Sustainable Data-to-Action Culture
This week focuses on sustainability. You will learn how to build routines, roles, and meeting protocols that make data use normal, not seasonal. You will finish the course with a complete school data decision plan.
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Data-Driven Decision-Making for School Leaders

Diagnosis does not need complex frameworks. It needs a shared method. These tools help teams think clearly and stay practical.

Tool 1: The 5 Whys
Ask “Why?” five times, but do it carefully. Stop when the next “why” becomes speculation or blame.

Example:

  • Pattern: “Year 9 writing declined this term.”

  • Why? “Students struggled with structuring arguments.”

  • Why? “They had limited practice with planning.”

  • Why? “Planning was not built into tasks.”

  • Why? “Time pressure pushed us to drafting.”

  • Why? “Units were overpacked and pacing slipped.”

Tool 2: Fishbone (cause categories)
Use broad categories so teams look beyond one factor:

  • Curriculum and tasks

  • Teaching and routines

  • Student readiness and needs

  • Time and workload

  • Systems and structures

  • Home and context

Tool 3: Logic chain
Write a simple “if, then” chain:

  • If students miss key lessons, then gaps widen.

  • If gaps widen, then confidence drops.

  • If confidence drops, then avoidance increases.

Key Takeaways

  • Use tools to widen thinking, not to prove a point.

  • Keep causes descriptive and testable.

  • Separate “influence” from “excuse”.

Quick Check

Choose one pattern. Run a short 5 Whys. Stop at the first testable point.

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