Pollen exposure and matriculation exam performance among students in Finland
- 3 March 2026
- journal article
- Published by BMJ in Journal of Epidemiology and Community Health
- Vol. 80 (5) , 287-293
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 (pConclusion 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.Keywords
This publication has 33 references indexed in Scilit:
- Academic Productivity of Young People With Allergic Rhinitis: A MASK-air StudyThe Journal of Allergy and Clinical Immunology: In Practice, 2022
- Effects of air pollution on health: A mapping review of systematic reviews and meta-analysesEnvironmental Research, 2021
- Characterising non-linear associations between airborne pollen counts and respiratory symptoms from the AirRater smartphone app in Tasmania, Australia: A case time series approachEnvironmental Research, 2021
- A systematic review of the effects of temperature and precipitation on pollen concentrations and season timing, and implications for human healthInternational Journal of Biometeorology, 2021
- The burden of allergic rhinitis and allergic rhinoconjunctivitis on adolescentsAnnals of Allergy, Asthma & Immunology, 2018
- Impact of Rhinitis on Work Productivity: A Systematic ReviewThe Journal of Allergy and Clinical Immunology: In Practice, 2018
- Evidence of fatigue, disordered sleep and peripheral inflammation, but not increased brain TSPO expression, in seasonal allergy: A [11C]PBR28 PET studyBrain, Behavior, and Immunity, 2018
- Something in the air? Air quality and children's educational outcomesEconomics of Education Review, 2017
- Allergy symptoms in relation to alder and birch pollen concentrations in FinlandAerobiologia, 2011
- Seasonal allergic rhinitis is associated with a detrimental effect on examination performance in United Kingdom teenagers: Case-control studyJournal of Allergy and Clinical Immunology, 2007