Data • Goals • Accountability
Data, Goals & Accountability
Using evidence to understand performance, establish meaningful goals, monitor progress, strengthen decision making, and support timely action.
From Information to Understanding
Data Should Help Leaders Know What to Do Next.
Data matters because it helps leaders understand what is happening, where patterns are emerging, and which questions require deeper attention. No single data source tells the entire story.
The work is to move from information to understanding, from understanding to direction, and from direction to decisions that can be monitored, evaluated, and adjusted over time.
A Practical Leadership Lens
Moving From Data to Decision
These questions help leaders move beyond simply reviewing results and toward understanding what the evidence means for goals, implementation, accountability, and action.
01
Understand the Data
What is each source of evidence able to tell us, and what can’t it explain alone?
02
Drill Down
Where does the pattern hold, and where does it change: school, grade, classroom, group, or student?
03
Separate Past From Present
What can summative data teach us, and what can interim data help us influence now?
04
Set Direction
What is the current reality, the intended outcome, and how will we measure progress toward it?
05
Monitor the Trajectory
Is our current pace of progress enough to reach the goal, not just improving, but improving enough?
06
Hold Accountability
Is the plan being implemented as intended, and does everyone know who owns the next step?
07
Decide and Act
What does the evidence support, and what specific action follows from it?
Data is the beginning of the conversation, not the end of it.
Beyond the Numbers
The Question Is Not Only What the Data Says.
Leaders also need to determine what the evidence does not explain, where additional information is needed, and what patterns become visible when data is examined across different levels and groups.
Strong decision making connects evidence to the current reality, the intended outcome, the actions being implemented, and the decisions leaders need to make next.
Continue Exploring
Get the Complete Guide
The complete guide explores each area in greater depth, including how to read different types of evidence, drill down from schoolwide results to individual students, establish goals that can be monitored, and strengthen accountability throughout the improvement process.
Before You Decide What Comes Next
Is Your Current Plan Solving the Right Problem?
Before adding another strategy, take a closer look at whether the current plan is built on a strong understanding of what is actually contributing to the results.