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September 9, 2025

Stay the Course: Building Habits for Stronger Data Practices

While systems and practices make PBIS visible in your school, consistent, reliable data help you sustain those efforts over the long haul.

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I’m an accidental runner. It was never my intention to become a runner. One day it just happened. I’ve run four half marathons in my life — three of them were also an accident, but that’s a story for another day. My point is, I run regularly. Maybe you’re a runner, too. If you are, you know how important it is to keep running if you plan to run more in the future.

Reader, I stopped running this summer.  

I didn’t run for five weeks. Then, last weekend, I laced up my shoes and hit the path near my house. It is no exaggeration when I say I was gasping for air after the first quarter mile. I disrupted my consistent practice and paid dearly in the outcome. It’s a lesson I learn...then forget...then learn again, often.

PBIS implementation operates similarly. You go through the work to get everything in place and then one day, you think maybe we don’t need to do this thing quite so much. You don’t notice the impact right away. Then, eventually, maybe five weeks later, you go to lace up your shoes and you realize just how important that thing was to the whole process.  

In case you’re feeling a little rusty, let’s remind ourselves exactly which elements are essential to your PBIS implementation...and then we’ll focus on one element that often gets neglected.

Once you spin up those PBIS systems and practices, how do you know if they’re working? If you said “Data,” give yourself a star because, of course it’s data!

Essential Elements of PBIS

Most frameworks use a graphic to describe visually how the elements work together. PBIS has two — The Triangle representing the multi-tiered nature of the framework and The Circles representing the essential elements.

There are three essential elements of PBIS:  

  • Systems: The policies, procedures, processes, and priorities supporting the adults implementing the framework.
  • Data: The information you use to guide your next steps, evaluate how things have been going, and sound the alarm when something needs to change.
  • Practices: The things you DO WITH your students.  

Note: This is an updated version of the expanded graphic we released in 2023. It now aligns with features described in the TFI 3.0 an updated version of the TFI prioritizing mental health supports, equity, and classroom implementation.

It’s easy to focus more attention on PBIS systems and practices. Who doesn’t love talking about setting up school stores, teaching expectations, and engaging families from our schoolwide community?  

I know! So do I!  

Here’s the catch, though. Once you spin up those PBIS systems and practices, how do you know if they’re working? If you said “Data,” give yourself a star because, of course it’s data! While systems and practices make PBIS visible in your school, data help you sustain those efforts over the long haul.

Data in PBIS

Every tier in your PBIS implementation comes with a set of data you’ll use to answer the questions:

  • Are we doing what we said we would do?
  • Are we achieving the outcomes we hope to see?

At Tier 1, your fidelity, community, and behavior data offer insights to help your team answer those questions. While these data are foundational, it’s easy to see how they might be the first features we neglect when we get a little inconsistent in our implementation.

We don’t play favorites with data around here. However, behavior data have always played a central role in our work here at PBISApps — specifically, using referrals to drive decisions and continuously improve PBIS implementation. Every referral tells a small story about a student’s behavior and how someone reacted to it. It’s a piece of data and according to research, it’s a decent measure for predicting teacher perceptions, student perceptions, chronic behavior issues, and academic outcomes.1  

The TFI tells us your team needs access to behavior data that includes:

  • All information relevant for decision making
  • Perceived function
  • Reports by behavior, frequency, location, time, action taken, and individual student

Good news: If your school uses SWIS, you’re nailing this element already!

The TFI also tells us your team needs to regularly use those data to evaluate the outcomes you’re trying to achieve. To do that, you need meaningful data and for referral data to be meaningful, you need consistent systems and practices for collecting them. Here are a few of our favorite tips to ensure the systems surrounding your referral data generate the right information, in the right way, at the right time.

Define Observable, Measurable, Specific Behaviors

What happens when the best way to define a word is with a feeling? Subjective behaviors like “defiance,” “disrespect,” and “disruption” are like that. Unfortunately, when it comes to your school’s referral process, a feeling isn’t enough. Concrete behavior definitions help operationalize these squishy terms. One way to make sure your subjective behaviors operate more objectively is to define what’s observable, measurable, and specific about them.

  • Observable: Define the behavior in terms you can see. What did someone do that made you think they were being defiant?
  • Measurable: Place the behavior on an intensity scale. What would it look like as a small issue? How would it sound if it was a big deal?
  • Specific: Define what the behavior is as well as what it isn’t. When does the behavior become actionable?  

Clearly defined behaviors help reduce confusion and keep your data reliable.

Get Everyone to Ask “Why?”

Does your school’s referral form include a space to indicate a student’s motivation for their behavior? It should. If you want to create durable, effective solutions, it’s important to name your best guess for why someone did what they did as part of every referral you write.

If you aren’t confident in your function-based assessments (FBA)s, check out my favorite trick from the Basic FBA training modules: describe what happened in a mad lib style sentence:

During [insert routine], when [insert what happened just before the behavior], the student [insert the observable behavior] and as a result [insert the consequence].

Completed, the sentence might look like this:

  • During math, when I assigned a multi-digit multiplication worksheet, Martin broke his pencil and put his head on his desk, and as a result, I walked over to his desk and helped him get started.
  • During reading, when students complete independent work, Ella whispered something to two other students, and as a result, her friends laughed and kept talking to her.

When you read the sentences out loud, you can see how Martin might want to avoid that math worksheet and maybe Ella was looking for some peer attention during independent work time. Considering motivation takes practice. This little trick is one way to add this data component to your referral routines.

Define Schoolwide Options for Classroom-level Actions


Action Re-teach Expectation Model/Role Play Expected Behavior Assign Peer Mentor Change Seating Arrangement Redirection Provide Choices Reward Alternate Behavior Adjust Assignments Consult With Peer Teacher Loss of Privilege
Out of Seat
Talking Out of Turn
Dress Code Violation
Teasing/Taunting
Lying/Cheating
Inappropriate Language
Misuse of Property
Disrespect
Disruption
Non-compliance / Defiance
Physical Contact

When student behavior requires a quick, on-the-spot decision, wouldn’t it be helpful if you had a short list of common responses to that specific behavior? A list like that could turn an emotional decision into a more intentional one. So, why not make that list?  

Creating a matrix of appropriate actions matched with specific behaviors still lets everyone make their own decisions about the actions they want to take while maintaining greater consistency schoolwide. Your matrix doesn’t have to be a comprehensive list of every behavior and every possible decision. Start with those low-level, classroom-managed behaviors and match them up with the continuum of actions available.

Connect with a Data Coach

Research tells us if your school wants to build or sustain its implementation, you have to get yourself a coach. A solid coach will:

  • Help you understand the evidence-based systems and practices you put in place
  • Hold your team accountable to doing what you said you’d do
  • Guide you along in a proactive process
  • Create consistency in your implementation2

It's a coach’s experience that makes them so valuable. When it comes to your data, a coach can be just as valuable.  

A data coach is someone who is comfortable around data and the ways you can use it to inform the decisions you make. They understand your school’s unique context, the culture in your building, and the goals you share. Put these two skills together and you’ve got yourself the perfect person to support your team to achieve the outcomes you know are possible. A data coach can come from anywhere, even from within your own school. The beginning of the year is a great time to check out an upcoming training for using the SWIS suite from our PBISApps trainers.

Reliable behavior data starts with consistent systems and practices. Building that consistency takes ongoing effort, but small, intentional steps make a big difference: define subjective behaviors clearly, capture the “why” behind them, give staff a quick reference for classroom responses, and lean on a coach for guidance. Just like running, PBIS isn’t about perfection — it’s about showing up again and again. When you keep collecting and using your data, you keep your implementation strong, and you set yourself up to go the distance.

All year long we’ll explore data as an element of PBIS. It’s essential for a reason. Join us as we take a closer look at why.

1. Irvin, L., Tobin, T., Sprague, J., Sugai, G., & Vincent, C. (2004). Validity of Office Discipline Referral Measures as Indices of School-Wide Behavioral Status and Effects of School-Wide Behavioral Interventions. Journal Of Positive Behavior Interventions, 6(3), 131-147. doi: 10.1177/10983007040060030201
2. Scheuermann, B. K., Duchaine, E. L., Bruntmyer, D. T., Wang, E. W., Nelson, C. M., &Lopez, A. (2013). An exploratory survey of the perceived value of coaching activities to support PBIS implementation in secure juvenile education settings. Education and Treatment of Children, 36(3),147-160.

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Megan Cave

About

Megan Cave

Megan Cave is a member of the PBISApps Marketing and Communication team. She is the writer behind the user manuals, scripted video tutorials, and news articles for PBISApps. She also writes a monthly article for Teach by Design and contributes to its accompanying Expert Instruction podcast episode. Megan has completed four half marathons – three of which happened unintentionally – and in all likelihood, will run another in the future.

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