journal article·2025-05-13Open access

Assessing the Impact of Exposure to PM2.5 Air Pollution on the Academic Performance of Schoolchildren in Chile

Andrea González-Rojas, Hanns de la Fuente-Mella, Sonnia Parra, Fernando Cancino-Haas, Catalina Coiro-Nicolas, Javiera Godoy-Saavedra, Melanie Pastén-Torres, Elizabeth Verdejo-Zamora, Agustín Dotte-González, Paulo Salinas, Martina Valencia-Narbona, Oscar Achiardi, Felipe Granada-Granada, Pablo A. Lizana, Manuel A. Bravo

Applied Sciences· Volume 15· Issue 10

Abstract

Air pollution from particulate matter 2.5 (PM2.5) may negatively impact students’ learning due to its neurotoxic effects. Therefore, we ask: What is the effect of PM2.5 air pollution on the academic performance of Chilean eighth-grade students? Objective: To compare the academic performance of eighth-grade students living in the three most PM2.5-polluted areas of Chile with those living in the three least polluted areas. Additionally, we compared the academic performance of schools in the most and least polluted areas according to their administrative dependency. Methodology: Academic performance was assessed using the results of the 2019 SIMCE test (mathematics, and language score). The most and least polluted areas were determined based on the three-year average PM2.5 levels reported by the Chilean Ministry of the Environment. Results: The mathematics and language scores were lower in schools located in areas with higher pollution PM2.5 with a small effect size. When analyzing the scores by administrative dependency, students from subsidized schools in highly polluted areas obtained lower scores in all tests compared to those in less polluted areas, a pattern not observed in private or municipal schools. Conclusion: These findings suggest that PM2.5 pollution alone may not fully explain variations in academic performance, highlighting the need to explore additional contributing factors.
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Research context

OpenAlex topics: Air Quality and Health Impacts

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Escuela de Kinesiología, Pontificia Universidad Católica de Valparaíso, Avenida Universidad 330, Valparaíso 2373223, Chile

Instituto de Estadística, Facultad de Ciencias, Pontificia Universidad Católica de Valparaíso, Valparaíso 2340031, Chile

Grupo de Quimiometría Aplicada, Laboratorio de Química Analítica y Ambiental, Instituto de Química, Pontificia Universidad Católica de Valparaíso, Avenida Universidad 330, Valparaíso 2340025, Chile

Laboratory of Animal & Experimental Morphology, Institute of Biology, Faculty of Sciences, Pontificia Universidad Católica de Valparaíso, Avenida Universidad 330, Valparaíso 2340025, Chile

Laboratory of Epidemiology and Morphological Sciences, Instituto de Biología, Pontificia Universidad Católica de Valparaíso, Valparaíso 2373223, Chile

Funding

FONDECYT

References (31)

Show source-provided references
1. Air Pollution and Neurodevelopmental Skills in Preschool- and School-Aged Children: A Systematic Review10.1016/j.neubiorev.2022.104623 ↗
2. World Health Organization (2021). WHO Global Air Quality Guidelines: Particulate Matter (PM2. 5 and PM10), Ozone, Nitrogen Dioxide, Sulfur Dioxide and Carbon Monoxide, World Health Organization.
3. High-Resolution Inventory of Atmospheric Emissions from Transport, Industrial, Energy, Mining and Residential Activities in Chile10.5194/essd-14-361-2022 ↗
4. Cory-Slechta, D., Sobolewski, M., and Oberdörster, G. (2020). Air Pollution-Related Brain Metal Dyshomeostasis as a Potential Risk Factor for Neurodevelopmental Disorders and Neurodegenerative Diseases. Atmosphere, 11.10.3390/atmos11101098 ↗
5. Working Memory, Psychiatric Symptoms, and Academic Performance at School10.1016/j.nlm.2004.06.010 ↗
6. Proximity of Schools in Detroit, Michigan to Automobile and Truck Traffic10.1038/sj.jes.7500484 ↗
7. Sunyer, J., Esnaola, M., Alvarez-Pedrerol, M., Forns, J., Rivas, I., López-Vicente, M., Suades-González, E., Foraster, M., Garcia-Esteban, R., and Basagaña, X. (2015). Association between Traffic-Related Air Pollution in Schools and Cognitive Development in Primary School Children: A Prospective Cohort Study. PLoS Med., 12.10.1371/journal.pmed.1001792 ↗
8. Breathless: Schools, Air Toxics, and Environmental Justice in California10.1111/j.1541-0072.2006.00176.x ↗
9. Air Pollution Around Schools Is Linked to Poorer Student Health and Academic Performance10.1377/hlthaff.2011.0077 ↗
10. Agencia de Calidad de la Educación (2023). Características de las Pruebas y de los Cuestionarios de Calidad y Contexto de la Educación.
11. Parra, S., De La Fuente-Mella, H., González-Rojas, A., and Bravo, M.A. (2024). Exposure to Environmental Pollution in Schools of Puchuncaví, Chile: Characterization of Heavy Metals, Health Risk Assessment, and Effects on Children’s Academic Performance. Sustainability, 16.10.3390/su16062518 ↗
12. Effects of Environmental Noise on School Performance among Hearing-Impaired Students10.4236/ijohns.2022.115026 ↗
13. Ministerios del Medio Ambiente de Chile (2021). Sexto Reporte Del Estado Del Medio Ambiente 2021.
14. Condición Física de Escolares Chilenos de 8° Año Básico y Su Relación Con El Rendimiento Académico10.32641/rchped.v91i1.1143 ↗
15. MINEDUC (2024). SIMCE.
16. Agendia de Calidad d ela Educación del MINEDUC (2017). Informe Técnico: Evaluaciones Nacionales Estandarizadas 2017.
17. El Aprendizaje En La Escuela: El Lugar de La Lectura y La Escritura
18. Huneeus, N., Urquiza, A., Gayó, E., Osses, M., Arriagada, R., Valdés, M., Álamos, N., Amigo, C., Arrieta, D., and Basoa, K. (2020). El Aire Que Respiramos: Pasado, Presente y Futuro–Contaminación Atmosférica Por MP2,5 En El Centro y Sur de Chile, Centro de Ciencia Del Clima y La Resiliencia (CR)2. ANID/FONDAP/15110009.
19. Air Pollution and Academic Performance: Evidence from India10.1016/j.worlddev.2021.105553 ↗
20. Exposure to PM2.5 Induces Neurotoxicity, Mitochondrial Dysfunction, Oxidative Stress and Inflammation in Human SH-SY5Y Neuronal Cells10.1016/j.neuro.2021.10.009 ↗
21. The Dysfunctionality of Hippocampal Synapses May Be Directly Related to PM-Induced Impairments in Spatial Learning and Memory in Juvenile Rats10.1016/j.ecoenv.2023.114729 ↗
22. Lifetime Exposure to Air Pollution and Academic Achievement: A Nationwide Cohort Study in Denmark10.1016/j.envint.2024.108500 ↗
23. The Impact of Exposure to Air Pollution on Cognitive Performance10.1073/pnas.1809474115 ↗
24. Ambient Air Pollution Associated with Lower Academic Achievement among US Children: A Nationwide Panel Study of School Districts10.1097/EE9.0000000000000174 ↗
25. Disparities in Air Pollutants Across Racial, Ethnic, and Poverty Groups at US Public Schools10.1029/2022GH000672 ↗
26. Poor Air Quality at School and Educational Inequality by Family Socioeconomic Status in Italy
27. Centro de Estudios del MINEDUC (2023). Situación de La Desvinculación y La Asistencia, Año 2022.
28. División de Educación General MINEDUC (2020). Abordaje Del Ausentismo Crónico.
29. Biblioteca del Congreso Nacional de Chile (2019). SIIT Estadísticas Territoriales, Biblioteca del Congreso Nacional de Chile.
30. The Impact of Noise Level on Students’ Learning Performance at State Elementary School in Medan10.1063/1.4985498 ↗
31. Fretes, G., and Palau, R. (2025). The Impact of Noise on Learning in Children and Adolescents: A Meta-Analysis. Appl. Sci., 15.10.3390/app15084128 ↗