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.
0/6
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.
0/6
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.
0/6
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.
0/6
Data-Driven Decision-Making for School Leaders

If you do not set success criteria, you cannot judge impact. That is when leaders rely on feelings and anecdotes.

Success criteria
These define what improvement looks like and how you will know.

Good success criteria are:

  • Specific

  • Time-bound

  • Measurable

  • Linked to the original pattern

Example:

  • “By Week 6, Year 8 attendance will return to 94% or above, with fewer than 10 students below 85%.”

Decision rules
These define what you will do based on what you see.

Examples:

  • “If we see improvement for three consecutive weeks, we continue and refine.”

  • “If there is no change by Week 4, we adjust the approach.”

  • “If the pattern worsens, we pause and re-check assumptions.”

A practical rule
Use one main success measure and one supporting measure. Too many measures create confusion.

Key Takeaways

  • Decide what success looks like before acting.

  • Use decision rules to protect against drift.

  • Keep measures few and purposeful.

Quick Check

Write one success criterion and one decision rule for a problem you are working on.

Learn, grow, and lead with confidence—subscribe for insights that transform challenges into opportunities!
This is default text for notification bar