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Environmental, biological and cognitive monitoring of children in European primary schools: LEARN crossover study protocol

 
cris.virtual.department#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.orcid0000-0003-2112-6385
cris.virtualsource.department5c1ffb0e-c0f2-4600-b0c5-4b89cd2d44a6
cris.virtualsource.orcid5c1ffb0e-c0f2-4600-b0c5-4b89cd2d44a6
dc.contributor.authorBerden, Daphne P.
dc.contributor.authorChu, Wai Kei
dc.contributor.authorAlfaro-Moreno, Ernesto
dc.contributor.authorGutzke, Vibeke Heitmann
dc.contributor.authorKarakosta, Charikleia
dc.contributor.authorKedwell-Simmering, Katie
dc.contributor.authorKumar, Varun
dc.contributor.authorMassling, Andreas
dc.contributor.authorLaursen, Karin Rosenkilde
dc.contributor.authorScope, Andreas
dc.contributor.authorVeeckman, Carina
dc.contributor.authorAlfano, Rossella
dc.contributor.authorVanoirbeek, Jeroen A. J.
dc.contributor.authorNawrot, Tim S.
dc.date.accessioned2026-09-24T14:49:38Z
dc.date.available2026-09-24T14:49:38Z
dc.date.createdwos2026
dc.date.issued2026
dc.description.abstractPoor indoor air quality (IAQ) in schools is of particular concern as it can negatively impact children’s cognitive development, health, and well-being. Measuring IAQ-related parameters, assessing children’s internal and external exposures, and developing solutions for reducing exposure are therefore critical to protecting children’s health. The use of air purifiers can be a good mitigation strategy to improve IAQ in classrooms, but their association with health effects and cognitive outcomes in children remains unclear. The LEARN crossover study protocol aims to address this gap by evaluating the impact of a novel air purification intervention on IAQ, biomarkers of exposure, clinical health parameters, and cognitive performance in primary school children (n = 450). In this single-blinded (teachers/students blinded) crossover study conducted in primary school classrooms in Belgium, Denmark, and Greece, the participating classrooms are cluster-randomized via a computer-generated sequence to the order of receiving the intervention and the sham intervention (air purifiers operated with or without filters), with a washout period between study phases. Active and passive measurements of volatile organic compounds (VOCs) and aldehydes, active measurements of polycyclic aromatic hydrocarbons (PAHs), as well as monitoring of particles (PM10, PM2.5, ultrafine particles, black carbon) and microclimate parameters are performed. At pre-defined timepoints, urine samples, blood samples, and skin swabs are collected and assessed for exposure biomarkers and health parameters. To ensure cross-site comparability, children’s cognitive performance is evaluated using Danish, Greek, and Dutch versions of standardized tests: the Continuous Performance Test, Symbol Digit Modalities Test, Memory Span Task, STROOP Task, and Signal Detection Test. Additional health assessments include anthropometric and blood pressure measurements, and psychological well-being questionnaires. Statistical analyses include mixed models to explore exposure-response relationships between children’s external and internal exposures, health, and cognitive outcomes. This protocol presents a comprehensive approach to assess indoor air exposures and the impact on children’s health and cognition, as well as the effectiveness of the air purification strategy. The results of this study can provide a reference for novel IAQ remediation strategies in schools and help promote the application of human biomonitoring in risk assessment of children’s indoor exposure.
dc.description.wosFundingTextThe author(s) declared that financial support was received for this work and/or its publication. This work was supported by grants from the European Union's Horizon Europe research and innovation program under Grant Agreement No. 101057510. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Health and Digital Executive Agency (HaDEA). Neither the European Union nor the granting authority can be held responsible for them. Rossella Alfano holds a postdoctoral grant from the Research Foundation Flanders [FWO grant 1296523 N].
dc.identifier.doi10.3389/fpubh.2026.1838168
dc.identifier.eissn2296-2565
dc.identifier.issn2296-2565
dc.identifier.pmidMEDLINE:42465630
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/60490
dc.language.isoeng
dc.provenance.editstepusermeghan.oneill@imec.be
dc.publisherFRONTIERS MEDIA SA
dc.source.beginpage1838168
dc.source.journalFRONTIERS IN PUBLIC HEALTH
dc.source.numberofpages17
dc.source.volume14
dc.subject.keywordsINDOOR AIR-QUALITY
dc.subject.keywordsBLOOD-PRESSURE
dc.subject.keywordsULTRAFINE PARTICLES
dc.subject.keywordsEXPOSURE
dc.subject.keywordsPOLLUTION
dc.subject.keywordsASSOCIATIONS
dc.subject.keywordsPERFORMANCE
dc.subject.keywordsBUILDINGS
dc.title

Environmental, biological and cognitive monitoring of children in European primary schools: LEARN crossover study protocol

dc.typeJournal article
dspace.entity.typePublication
imec.internal.crawledAt2026-07-03
imec.internal.sourcecrawler
imec.internal.wosCreatedAt2026-09-07
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