For Principals: Leading Attendance Through Engagement
Step 2: Use data to understand and address the challenge
Effective approaches to reducing chronic absence rely on real-time, actionable student data to identify which students or groups of students are chronically absent. Improving attendance requires more than tracking absences; it depends on understanding why students are absent and what motivates them to attend school.
Using data effectively also means listening to students and families. By identifying what is truly getting in the way of attendance, you can design more school-wide, targeted interventions to remove barriers and meet the specific needs of your students and families.
Most important, aligning interventions with actual barriers that students and families have identified ensures that your efforts are not only well intentioned but also effective. When solutions are grounded in lived experience, they’re more likely to remove obstacles and produce lasting improvements in student attendance.
Ensure regular access to chronic absence data
Effective approaches to reducing chronic absence rely on access to timely, actionable data to understand which students or groups of students attend regularly, which are at risk and which are chronically absent and need additional support.
Teams should review chronic absence data broken down by school, grade, classroom, student group and/or neighborhood to detect barriers that require system-wide solutions. If you don’t already receive such a report, ask your district. Ideally, your district’s student information system can provide this data.
If needed, free data tools — such as the Attendance Works School Attendance Tracking Tools or District Attendance Tracking Tools — can help schools visualize patterns and quickly identify students or groups in need.
Regular data review, at least twice a month, allows teams to:
- Confirm the accuracy of attendance records
- Identify trends across grades, student groups and/or time periods
- Focus on early warning signs
- Tailor supports for students with emerging or moderate levels of absence
- Determine whether current strategies are improving attendance
Ask questions about your school’s chronic absence data
When reviewing attendance data, school teams should begin with four essential questions to guide their analysis and decision-making.
Does the data look accurate?
- Are there patterns that seem inconsistent with what staff observe?
- Could data-entry issues be causing errors?
- What improvements may be needed to ensure accuracy?
Is absenteeism a problem at our school?
Use attendance bands to understand the level and distribution of need:
- Fewer than 5% of days missed
- 6-9% of days missed
- 10-19% of days missed (moderate chronic absence)
- 20-50% of days missed (severe chronic absence)
- More than 50% of days missed
Examining the spread across bands helps schools determine whether students with moderate absences (10-19%) are receiving proactive, supportive outreach before issues worsen.
Is chronic absence concentrated among certain students?
- Are some grades or classrooms experiencing higher levels of absence?
- Do specific student groups have higher or lower chronic absence rates?
- What factors might explain these differences? What barriers or strengths exist?
- What additional information is needed to understand these patterns?
Do the needs identified match the supports available?
- Are existing resources sufficient to meet the level of need?
- Are interventions targeted in the right places?
- Are we prioritizing prevention as well as early intervention?
These questions help teams interpret data in context and align supports where they will have the greatest impact.
Understand root causes
Ensure that each intervention aligns with a root cause. Understanding why students are absent and what motivates them to attend school is key to addressing chronic absence effectively. This asset-based approach encourages solutions that are positive, practical and grounded in student and family needs.
While quantitative attendance data shows what is happening, student and family voices explain why.
Identifying the root causes of absences, along with the factors that motivate students to attend, is critical to building an effective multi-tiered system of supports. Listening sessions, focus groups, surveys and qualitative tools help uncover:
- Barriers to attendance
- Strengths and assets that support engagement and motivate students to attend
- Family experiences with school systems and communication
- Insights that may not be reflected in quantitative data
These insights guide the development of solutions that are tailored to the local context, are practical and are aligned with the actual needs of families.
For more information, see the Qualitative Data Resources list and the Identifying Root Causes worksheet, which can help uncover likely causes of absenteeism.
Train teams and staff to use data effectively
To leverage attendance data fully, staff need guidance and practice. Schools should:
- Train teams to access and analyze available chronic absence data
- Build staff confidence with the data tools and dashboards available from your district
- Integrate review of attendance data into grade-level, PLC and content-area meetings
- Use attendance insights to inform instruction, identify learning gaps and strengthen student support plans
When staff understand attendance patterns in their classrooms, they can better address instructional gaps that result from missed learning time and partner with families to improve engagement. Advocate for support from your district to implement these types of practices.
Bright spot
Nathanael Greene Middle School, Providence, Rhode Island
Principal William J. Reilly (known as Jackson) of Nathanael Greene Middle School in Providence, Rhode Island, emphasized how full-school restructuring helped shift the school’s culture around attendance. When he started, nearly half of the student body was chronically absent, and teacher absenteeism was also high. Reilly formed an attendance team of an assistant principal, guidance counselors and support staff to identify students who were on the verge of chronic absence and conduct family meetings before the school year began. He also restructured student schedules so that groups of 26 students traveled together for classes with shared teachers, strengthening relationships and accountability. Chronic absence dropped from 50% to 29% while academic outcomes surged. The school recently achieved record-high English language arts proficiency scores and rose from a one-star to a two-star rating in the state’s accountability system. To learn more, read Principal Reilly’s story on the Principal Project blog supported by the Gates Foundation.
Resources
- Updated District Attendance Tracking Tools and School Attendance Tracking Tools
- Qualitative data resources for elevating student and family voices
- Resources for organizing effective district and school teams
- Root cause identification worksheet