Using Attendance Data to Support Every Student

By Dr. Kara Stern • 3 min

Attendance,Data,Engagement,School Districts

TL; DR:

You can use student attendance data to uncover patterns, but that alone doesn’t improve outcomes. The key is noticing who’s missing school, finding out why, and removing the barrier. Whether you’re a teacher noticing Monday absences in your classroom or a principal seeing neighborhood trends, the approach is the same: ask what help students need to be there every day.

You notice that Jay is absent every Monday. Not occasionally. Every Monday.

So you reach out. You ask Jay directly, or you call home. You find out that Jay’s family works a weekend shift and Monday is the only day everyone can go to medical appointments. There’s no other option that works with their schedule.

Now you know. Now you can help. Maybe there’s a school-based health clinic Jay doesn’t know about. Maybe the counselor can connect the family with a community health center that has evening hours. Maybe you can work with Jay to make up Monday’s work on a different day so he doesn’t fall behind.

You just removed a barrier.

The same approach works at every level

What you did in your classroom, principals can do across grades. Counselors can do it with the students on their caseload. District leaders can do it across schools.

Student attendance data might look different depending on your role. A teacher sees patterns in one classroom. A principal sees patterns across grade levels or neighborhoods. A district sees patterns across buildings.

But the approach is the same. You notice the pattern. You drill down to find the why. You work on removing the barrier.

It could be lack of safe transportation. It could be transportation costs. It could be bullying. It could be lack of access to health care. It could be a work schedule. It could be something you’d never guess until you ask.

Sometimes removing the barrier looks like connecting families to a bus route they didn’t know existed. Sometimes it’s a schedule change. Sometimes it’s a conversation with a counselor. Sometimes it’s linking families to community resources they need.

The question that matters

Without this work, you’re just sending a note saying “Jay missed school today.” How exactly does that help?

The way to approach it is different: What help does Jay need to get to school every day?

That’s the question that leads to solutions. Your student attendance data is already telling you the story. You just have to listen.

FAQ

I’m a classroom teacher. Can I really use student attendance data if I don’t have access to district-wide reports?

Yes! Start with your own classroom. Notice patterns in who’s absent and when. Reach out to those students and families. Ask what barriers exist. You might not be able to change transportation routes, but you can connect families to resources, loop in counselors, or adjust how you support students when they return.

What if the barrier is something I can’t fix, like a family’s work schedule?

You might not be able to change the barrier itself, but you can often reduce its impact. Connect families with resources they don’t know about. Adjust how you handle make-up work. Bring in other supports like counselors or community partners. Sometimes just knowing WHY a student is absent changes how you respond.

How do I know which patterns to pay attention to?

Start with chronic absence (missing 10% or more of school days). Then look for consistent patterns. Does a student miss every Monday? Every Friday? Days after long weekends? Are certain groups of students missing more than others? Those patterns tell you where to focus your outreach.

Won’t reaching out to families just make them feel bad about their kid missing school?

It depends on how you reach out. If your message is “Your child was absent,” that’s just information. If your message is “I noticed your child has been missing Mondays. Is there anything we can do to help make it easier for them to get to school?” that’s support. The question changes everything.

Dr. Kara Stern
Director, Education and Engagement

Dr. Kara Stern has seen school from just about every angle: high school English teacher, middle school principal, fellowship director for math and science teachers across New York City, and head of school at a rural N-12 school. That breadth is what she brings to her work at SchoolStatus, where she writes, speaks, and challenges educators to build the kinds of school communities where every student thrives. She holds a Master’s in Education Leadership from Teachers College and a Ph.D. in Teaching and Learning from NYU.