Noor Lyra TutoringWhat researchers studied
Student-level difference-in-differences study with student and calendar-day fixed effects, separating persistent attendance changes from short-lived changes near specific enforcement events. Approximately 1.35 million student-by-school-day observations from the 2022 to 2023 through 2024 to 2025 school years in one mid-sized immigrant-receiving Northeastern U.S. district
What they found
- After federal immigration enforcement intensified in January 2025, the daily probability of absence among foreign-born students rose by 2.2 percentage points, about 37 percent above the pre-enforcement rate of 5.9 percent.
- Across the 93 school days after the inauguration, the estimated effect amounted to roughly two additional absences per foreign-born student.
- Most of the effect was a persistent elevation in absences rather than isolated spikes around specific local enforcement actions.
- Effects increased with grade level and were largest in high school; commonly used proxies such as multilingual-learner status understated the effect.
What the study does not prove
- The study examined one anonymized district, so the magnitude should not be generalized automatically to other communities.
- The design compares foreign-born and U.S.-born students around a policy shift and relies on the assumption that their attendance trends would otherwise have evolved similarly.
- Birthplace is a more direct measure than common school proxies, but it is not equivalent to immigration status or a measure of individual enforcement exposure.
- The study measured attendance, not academic achievement, mental health, legal status, or the effectiveness of any tutoring response.
Evidence strength: Strong student-level quasi-experimental attendance evidence from one district; working paper.
Why this matters for families
When absences rise, ask what the student is navigating and what learning was missed. The desk may be empty for reasons a gradebook cannot explain.
Noor interpretation
How Noor translates the evidence into practice
Absence can reflect a barrier outside the classroom rather than a lack of commitment. Academic recovery starts by understanding why the instructional sequence was interrupted and rebuilding it without shame.
Noor Lyra can help families identify missed instruction, prioritize prerequisites, coordinate a manageable return plan, and restore continuity while leaving legal and mental-health questions to qualified professionals.
Read the original source
Noor links to the original or authoritative source so families can distinguish the evidence itself from our interpretation.
Open original source →DOI: 10.26300/bz9z-w627
Research notes
No single study determines a student's plan. Noor uses research as one input alongside the learner's goals, observed performance, academic context, and response to instruction.