Author: Shaun Kellogg
Introduction
Chronic absenteeism remains a persistent challenge across North Carolina, even as many schools have worked to rebuild routines and relationships after the pandemic. At the same time, some schools have made unusually strong progress by cutting chronic absenteeism in half since their peak in 2022. Their results help show what’s possible and inform a broader statewide push aligned with Attendance Works' 50% Challenge to reduce chronic absenteeism by 50%. This interactive map highlights those attendance bright spots: schools that have reduced chronic absenteeism by 50% or more since their 2022 peak.
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Why Focus on Bright Spots?
Research indicates that chronic absenteeism is multicausal, shaped by interacting student, family, school, and structural factors. Effective responses typically combine relational strategies (belonging, trusted adults, positive outreach) with barrier reduction (transportation, health access, stability, and coordinated supports). Bright spots help us move from general principles to concrete practice. Instead of asking “What should schools do?” in the abstract, we can ask: "What are schools like mine doing that is contributing to their success?" That shift supports more actionable learning and more credible, locally grounded strategies.
How to Use the Map
Each dot represents a school that meets the bright-spot threshold. Colors indicate grade band (for example, elementary, middle, high, K–8, or combined). Click a dot to open a school profile card with:
- Context: county, grade band, poverty classification, and enrollment
- Chronic absenteeism rates:
- Peak (2022): the school’s high-water mark
- Current (2025): the most recent annual percentage of students chronically absent
- Improvement:
- Percentage-point change (for example, 48.4% to 18.3% is a 30.1 pp improvement)
- Percent decrease from the 2022 peak (for example, a 62.2% drop)
You can zoom in to explore regional patterns and clusters. In many cases, you will see bright spots across urban, rural, and small-town contexts, which is a useful reminder that sustained improvement is possible in many settings, though the path may look different depending on local barriers and resources.
Interpreting Responsibly
This visualization is designed to support learning, not labeling.
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Attendance trends can shift for many reasons, including changes in enrollment, mobility, reporting practices, transportation access, community conditions, or the mix of student needs. That is why bright-spot identification should be paired with careful validation and local context.
Bright Spots Identification Caveats
This map uses a simple, transparent rule (a 50%+ reduction since a school’s 2022 peak) to surface places where attendance improved sharply. The advantage is clarity: it is easy to understand, easy to reproduce, and useful for quickly identifying schools to learn from. The tradeoff is that this approach does not fully account for context.
| Advantages of this approach: | Why we’re evolving the method: |
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What Happens Next?
Over the coming months, AttendNC Counts will strengthen bright-spot identification in two ways:
- Context-adjusted models to flag schools performing better than expected, or “beating the odds,” given their unique conditions
- School typologies (peer groups) to compare schools within context-alike clusters and improve interpretability
Over the coming year, AttendNC Counts will use bright-spots analyses as a launch point for deeper learning, including:
- Validation and pattern checks (for example, multi-year stability and subgroup trends)
- Fieldwork and implementation profiles to understand routines, roles, and enabling conditions of bright spot schools
- Practice-sharing products (short profiles, tools, and planning supports) so schools can adapt what they learn from these bright spots
What You Can Do Now
If your district or school sees a bright spot of interest on the map, consider reaching out to the school and asking:
- What systems did you change (attendance teams, early warning routines, outreach cadence) to produce these results?
- Which barriers were reduced (transportation, health, scheduling, family supports)?
- How did the school strengthen belonging and engagement (peer connections, adult mentorship, climate routines)?
- What did leaders do to support implementation fidelity?
This map is one entry point into a broader goal: helping educators and partners move from awareness to action by learning from what is already working in North Carolina.