What researchers studied

Exploratory two-level latent growth curve analysis using public administrative pass-rate and spending data across Virginia school divisions. Students in grades 3 through 8 across all 131 Virginia school divisions from 2018 through 2025

What they found

  • Most estimated spending effects on reading and mathematics pass rates were statistically insignificant.
  • Among the significant spending associations, most linked higher spending with lower pass rates for students with and without disabilities.
  • Seventy-one percent of early pandemic relief spending was reported in other expenses and capital improvements, while 15 percent went to instruction and 14 percent to staff support.
  • No positive slope association remained significant after correction for multiple comparisons.

What the study does not prove

  • This exploratory observational design cannot establish that spending caused lower pass rates.
  • Funding was often targeted toward districts with greater needs, creating selection and reverse-causality concerns.
  • The outcome was district pass rates, which can miss meaningful student growth below or above a proficiency threshold.
  • The analysis included only 131 school divisions, involved many comparisons, and showed limited precision and model instability in some estimates.
  • The paper does not justify a general claim that school funding is ineffective or harmful.

Evidence strength: Exploratory longitudinal observational analysis; working paper.

Why this matters for families

Do not evaluate academic support only by price, hours, or the size of the program. Ask what the learner will actually receive and how anyone will know whether it is working.

Noor interpretation

How Noor translates the evidence into practice

The finding is not that money does not matter. It is that a budget total cannot reveal whether resources reached instruction, were implemented well, or produced measurable student growth.

Noor Lyra should connect every family investment to a defined learner need, a delivery plan, progress evidence, and a clear decision about what changes when the student is not responding.

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: 10.26300/5jwd-gt21

Research notes

education spendingimplementationstudent outcomesstudents with disabilitiesVirginia schools

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.