A study of thousands of U.S. school districts points to faster attendance recovery in some small rural communities. The findings offer practical lessons for schools, but they do not establish that school size alone explains the difference.

Chronic student absenteeism remains a major challenge for schools working to restore consistent attendance after the COVID-19 pandemic. Yet recent findings reported by EdSurge highlight an encouraging pattern: small and rural U.S. school districts have, in many cases, recovered attendance more quickly than larger urban districts.

The report, published on October 7, 2026, describes a study by the GRAD Partnership, the Everyone Graduates Center, and the Partnership for Student Success. The research examined 8,586 school districts across 34 states and the District of Columbia.

According to the findings reported by EdSurge, rural districts serving fewer than 1,000 students returned to within two percentage points of their pre-pandemic chronic absenteeism baseline by the 2024–25 school year at approximately twice the rate of urban districts serving more than 50,000 students.

This is a meaningful difference, but it needs to be interpreted carefully. The finding concerns how often districts returned close to their own pre-pandemic baseline. It does not mean that every small rural district has solved absenteeism, that every urban district is falling behind, or that rural schools necessarily have lower absenteeism overall.

What the Study Shows—and What It Does Not

The findings suggest that district size and location may be useful starting points for understanding differences in attendance recovery. They do not, by themselves, identify the cause of those differences.

EdSurge reports that researchers could not establish one clear explanation for the faster recovery among small and rural districts. The report also highlights different approaches in California and Iowa. California pursued a broader statewide response that included changes to absenteeism and truancy laws and additional pandemic-recovery funding. Iowa used a more targeted approach, providing technical assistance and templates to districts and using data to identify local needs.

These contrasting examples matter because they challenge a simple explanation that rural schools succeed only because their communities are smaller or more closely connected. Local relationships may help, but policy, funding, administrative support, and the ability to identify problems early may also contribute. The available reporting does not establish the relative effect of each factor.

Editorial assessment: The strongest conclusion is not that rural schools have discovered a single solution for absenteeism. It is that attendance recovery can occur through different approaches, and that identifying which practices work under which conditions deserves closer investigation.

How Early Intervention Can Make a Difference

One example in the EdSurge report comes from Earlville Community Unit School District 9 in Illinois. School social worker Michele Fahrlander described an approach centered on early outreach and communication tailored to individual families.

Rather than waiting until a student's absences become a serious concern, staff contact families when they notice an emerging pattern. Depending on the situation, communication may take place through phone calls, text messages, emails, letters, or meetings. Students with persistent attendance difficulties may receive more regular check-ins or an individualized attendance plan.

EdSurge reports that district-wide attendance at Earlville rose from 62% in 2022 to 88% in 2026, while high school attendance increased from 61% to 90%. These are reported attendance-rate figures for that district; they should not be confused with the study's measure of recovery in chronic absenteeism.

The example illustrates a potentially useful practice: respond to patterns before they become entrenched, and make the response specific to the student and family. However, one district's experience cannot establish that the same intervention will produce the same results elsewhere.

Why Personal Relationships Are Helpful—but Not Enough

In a small district, staff may find it easier to recognize changes in a student's attendance and communicate with the family. Familiarity can help schools ask a more useful question than simply, "Why was this student absent?" They can investigate what is preventing the student from attending and what support might help.

But personal relationships should not be treated as a complete explanation or a substitute for reliable support systems. Students may miss school because of illness, mental health challenges, transportation difficulties, caregiving responsibilities, housing instability, disengagement, or problems within the school environment.

The U.S. Department of Education's guidance on attendance and student engagement identifies student disengagement, limited access to support, and student and family health challenges among the factors associated with chronic absence. These causes can overlap, and their importance may vary across communities.

That is why a friendly phone call may be sufficient for one family but ineffective for another. If a student cannot reliably reach school, stronger relationships alone will not fix the transportation problem. If a student feels unsafe or disconnected in class, the school may need to address its learning environment rather than simply increase reminders to attend.

Five Lessons Other School Districts Can Put into Practice

1. Identify Attendance Problems Before They Become Chronic

Schools should review attendance records regularly instead of relying only on end-of-term or annual totals. Looking at patterns by grade, school, time period, and student group can help staff identify emerging concerns and determine where support is needed.

Attendance data should be checked for accuracy before decisions are made. A dashboard can reveal where absences are concentrated, but it cannot explain why they are happening. That requires conversations with students, families, and relevant school staff.

2. Investigate the Cause Before Choosing an Intervention

Schools should distinguish between different barriers to attendance. A student who is frequently ill may need a different response from one who is struggling with school anxiety, bullying, transport, or family responsibilities.

Attendance Works' guidance on identifying the root causes of absence recommends understanding why students are missing school and matching interventions to the underlying causes. It also emphasizes that school policies and practices themselves can contribute to attendance problems.

3. Make Family Communication Two-Way

Contacting families should not become a process limited to warnings, penalties, or repeated reminders. Schools should also ask families what makes attendance difficult, what has already been tried, and what type of assistance would be useful.

A practical approach is to agree on a next step with the family, identify a staff member responsible for follow-up, and review whether the arrangement is helping. Communication methods should reflect what families can realistically access.

4. Provide Support That Matches the Problem

Attendance strategies are more likely to be useful when they address the barriers students actually face. Depending on local circumstances, responses may include mentoring, access to school meals, health or counseling support, transportation assistance, tutoring, or changes to school procedures.

Attendance Works' resources on addressing attendance barriers describe ways schools and communities can identify systemic obstacles and develop responses suited to local needs. Schools should assess which supports are appropriate and available rather than assume that every intervention will work in every setting.

5. Measure Whether the Response Actually Works

A school should not judge an attendance initiative solely by the number of calls made, meetings held, or letters sent. Those activities show that work took place; they do not establish that attendance improved.

Districts can monitor changes in absence patterns, the number of students whose attendance improves, participation in support programs, and whether disparities between student groups are narrowing. They should also review whether any policy unintentionally discourages students from attending.

Where possible, schools should compare results over time and document other changes that may have influenced attendance. This helps distinguish a promising intervention from a program that simply coincided with broader recovery.

What Larger Urban Districts Should Take from the Findings

Large districts may not be able to reproduce the structure of a school system serving fewer than 1,000 students. Their student populations, transport networks, staffing needs, and administrative responsibilities may be substantially different.

They can, however, adapt the underlying practices. For example, a large district could assign a consistent attendance contact to a defined group of students, establish school-level attendance teams, or use timely data to identify students who need personal outreach. These are practical options to test, not proven explanations for the rural districts' stronger recovery.

District leaders should also examine whether their procedures make it easy for staff to act when attendance begins to decline. If a school can identify a problem but cannot connect the family with transportation, counseling, health services, or another relevant form of assistance, better data alone will not resolve the barrier.

The central lesson is therefore not to make a large district operate like a small one. It is to combine the reach of a large system with timely, locally informed support for individual students.

A Practical 90-Day Plan for Attendance Improvement

School districts looking to apply these lessons can begin with a focused 90-day review. The following plan is an editorial recommendation for organizing local improvement work, not a tested intervention or a guarantee of results.

Days 1–30: Establish the Baseline

• Check the accuracy of attendance records and agree on the definition of chronic absenteeism being used.
• Identify schools, grades, or student groups with emerging attendance concerns.
• Ask students, families, and staff about the barriers contributing to absences.
• Assign responsibility for reviewing the findings and coordinating support.

Days 31–60: Test Targeted Responses

• Introduce early outreach for students whose attendance is beginning to decline.
• Match support to identified barriers rather than applying the same response to every student.
• Give families a clear contact person and an agreed follow-up process.
• Record which actions were taken and whether the intended support was delivered.

Days 61–90: Review and Adjust

• Compare current attendance patterns with the established baseline.
• Review whether outcomes differ across schools and student groups.
• Ask families and staff whether the support addressed the original barrier.
• Continue, modify, or discontinue approaches based on the evidence gathered.

Ninety days may be enough to identify early signals, but it is not necessarily enough to establish lasting impact. Districts should continue monitoring results across an appropriate period and consider other factors that may influence attendance.

Conclusion: The Most Useful Lesson Is to Understand Local Needs

The attendance recovery reported among small and rural school districts offers a reason for cautious optimism. The study described by EdSurge found that rural districts serving fewer than 1,000 students returned close to their pre-pandemic chronic absenteeism baseline more frequently than very large urban districts.

The findings do not prove that smaller schools are inherently better at improving attendance. Differences in policy, funding, local conditions, support services, and implementation may all deserve further investigation. The researchers' inability to identify one clear explanation makes that uncertainty an important part of the story, not a detail to omit.

For school leaders, the practical priority is to identify why students are missing school, respond early, involve families as partners, and measure whether support is producing meaningful improvement. Small districts may have advantages in personal contact, while larger systems may have resources and data capabilities that can support targeted action.

Sustainable attendance improvement depends less on copying a district's size or location than on understanding the barriers students face and building a reliable response around their needs.

Sources and References

1. EdSurge. "How Some Small, Rural Districts Are Winning the Attendance Struggle." October 7, 2026. Reporting on a study by the GRAD Partnership, the Everyone Graduates Center, and the Partnership for Student Success. Read the original report.
2. U.S. Department of Education. "March 22, 2024 — Letter from Secretary Cardona Regarding Student Attendance and Engagement." Read the official guidance.
3. Attendance Works. "Identify the Root Causes of Absence." Read the resource.
4. Attendance Works. "Addressing Barriers." Explore practical strategies.

Editorial note: This article distinguishes findings reported by EdSurge from practical recommendations and editorial analysis. The recommendations are intended for consideration and local evaluation; they should not be interpreted as causal findings from the underlying study.