A1 Refereed original research article in a scientific journal

Pollen exposure and matriculation exam performance among students in Finland




AuthorsHugg, Timo T.; Lehto, Janne; Jaakkola, Jouni J. K.; Kiihamäki, Simo-Pekka; Koivuranta, Matti; Pätsi, Sanna; Saarto, Annika; Korhonen, Marko

PublisherBMJ

Publication year2026

Journal: Journal of Epidemiology and Community Health

ISSN0143-005X

eISSN1470-2738

DOIhttps://doi.org/10.1136/jech-2025-224112

Publication's open availability at the time of reportingNo Open Access

Publication channel's open availability Partially Open Access publication channel

Web address https://doi.org/10.1136/jech-2025-224112


Abstract

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.


Last updated on 02/04/2026 09:04:09 AM