A1 Refereed original research article in a scientific journal
Pollen exposure and matriculation exam performance among students in Finland
Authors: Hugg, Timo T.; Lehto, Janne; Jaakkola, Jouni J. K.; Kiihamäki, Simo-Pekka; Koivuranta, Matti; Pätsi, Sanna; Saarto, Annika; Korhonen, Marko
Publisher: BMJ
Publication year: 2026
Journal: Journal of Epidemiology and Community Health
ISSN: 0143-005X
eISSN: 1470-2738
DOI: https://doi.org/10.1136/jech-2025-224112
Publication's open availability at the time of reporting: No Open Access
Publication channel's open availability : Partially Open Access publication channel
Web address : https://doi.org/10.1136/jech-2025-224112
Background
Little is known about the association between direct pollen exposure and cognitive performance. The aim of our study is to investigate the effect of pollen exposure on performance in the Finnish matriculation examination.
Methods
The study was conducted among students who participated in the national high school matriculation examinations in the metropolitan area of Helsinki and Turku in southern Finland between 2006 and 2020. Daily regional pollen counts of alder and hazel were monitored throughout the study period as part of the Finnish pollen monitoring network. Extensive data on matriculation examination results were retrieved from Statistics Finland, and air pollution and weather data from the Finnish Meteorological Institute. A fixed effect regression analysis was used to identify the effect of pollen exposure (as independent variables) on matriculation examination results (as dependent variable) controlling for student-semester fixed effects, pollutants and precipitation.
Results
The regression coefficients indicated that on average an increase of 10 pollen grains in alder and hazel reduced the matriculation examination score by 0.0034 (p<0.01) and 0.0144 (p<0.05) standard deviations (SDs), respectively. Increasing pollen exposure per additional unit (an increase of 10 pollen grains) especially dropped examination scores in mathematical subjects among males (alder –0.0118 (p<0.001) and hazel –0.0328 (p<0.05) SDs). The association between alder pollen exposure (low, moderate and abundant) and examination scores was inversely U-shaped.
Conclusion
Exposure to pollen can hinder a student’s performance in the matriculation exam, which strongly determines the future opportunities and emphasises early initiation of medication.
Funding information in the publication:
The authors have not declared a specific grant for this research from any funding agency in the public, commercial or not-for-profit sectors.