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Research ArticleArticles

Air Filters, Pollution, and Student Achievement

View ORCID ProfileMichael Gilraine
Journal of Human Resources, September 2025, 60 (5) 1469-1506; DOI: https://doi.org/10.3368/jhr.0421-11642R2
Michael Gilraine
Michael Gilraine is at the Department of Economics, Simon Fraser University .
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Abstract

This work identifies the impact of installing air filters in classrooms for the first time. To do so, I leverage a unique setting arising from the largest gas leak in U.S. history, whereby the offending gas company installed air filters in every classroom within five miles of the leak (but not beyond). Using a spatial regression discontinuity design, I find substantial improvements in student performance: air filters raised test scores by 0.1–0.2σ. Natural gas was not detected inside schools, implying that the filters improved air quality by removing common pollutants. Thus, these results should extend to other settings.

JEL Classification:
  • I10
  • I21
  • I24
  • I28
  • Received April 2021.
  • Accepted November 2022.
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Journal of Human Resources: 60 (5)
Journal of Human Resources
Vol. 60, Issue 5
1 Sep 2025
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Air Filters, Pollution, and Student Achievement
Michael Gilraine
Journal of Human Resources Sep 2025, 60 (5) 1469-1506; DOI: 10.3368/jhr.0421-11642R2

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Air Filters, Pollution, and Student Achievement
Michael Gilraine
Journal of Human Resources Sep 2025, 60 (5) 1469-1506; DOI: 10.3368/jhr.0421-11642R2
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    • Abstract
    • I. Introduction
    • II. Background
    • III. Data and Descriptive Evidence
    • IV. Empirical Design and Results
    • V. Discussion
    • VI. Conclusion
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Keywords

  • I10
  • I21
  • I24
  • I28
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