Publication:
Air cleaners and respiratory infections in schools: A modeling study using epidemiological, environmental, and molecular data.

cris.virtual.author-orcid0000-0002-3437-4639
cris.virtual.author-orcid0000-0001-7462-5132
cris.virtual.author-orcid0000-0003-3309-4835
cris.virtualsource.author-orcida0229b53-8524-44be-8b2a-d779f8398773
cris.virtualsource.author-orcidf359cb3b-ff10-4028-8897-5475375a73e2
cris.virtualsource.author-orcida4dd921e-2c18-466f-88fe-eef211117bf5
cris.virtualsource.author-orcid46e90882-3a33-4708-9c63-a66a84d7094f
cris.virtualsource.author-orcide05e65af-ae46-4eb3-b888-17b582c7ae90
cris.virtualsource.author-orcidb2bf3317-639a-485f-9718-f9c62a509b6e
cris.virtualsource.author-orcidce055f7f-bddd-4bb1-8f0b-e1049f4c0ea8
cris.virtualsource.author-orcida47a659b-5a23-43fa-86e3-f9401108114c
cris.virtualsource.author-orcid769afad3-e78b-487c-be64-0c7ea7ee2a94
cris.virtualsource.author-orcid35b45e5f-8e69-4e44-a5d6-7159366ca436
datacite.rightsopen.access
dc.contributor.authorBanholzer, Nicolas
dc.contributor.authorJent, Philipp
dc.contributor.authorBittel, Pascal
dc.contributor.authorZürcher, Kathrin
dc.contributor.authorFurrer, Lavinia
dc.contributor.authorBertschinger, Simon Michael
dc.contributor.authorWeingartner, Ernest
dc.contributor.authorRamette, Alban Nicolas
dc.contributor.authorEgger, Matthias
dc.contributor.authorHascher, Tina
dc.contributor.authorFenner, Lukas Antoine
dc.date.accessioned2024-10-26T17:05:22Z
dc.date.available2024-10-26T17:05:22Z
dc.date.issued2023-12-30
dc.description.abstractBACKGROUND Using a multiple-measurement approach, we examined the real-world effectiveness of portable HEPA-air filtration devices (air cleaners) in a school setting. METHODS We collected environmental (CO2, particle concentrations), epidemiological (absences related to respiratory infections), audio (coughing), and molecular data (bioaerosol and saliva samples) over seven weeks during winter 2022/2023 in two Swiss secondary school classes. Using a cross-over study design, we compared particle concentrations, coughing, and the risk of infection with vs without air cleaners. RESULTS All 38 students (age 13-15 years) participated. With air cleaners, mean particle concentration decreased by 77% (95% credible interval 63%-86%). There were no differences in CO2 levels. Absences related to respiratory infections were 22 without vs 13 with air cleaners. Bayesian modeling suggested a reduced risk of infection, with a posterior probability of 91% and a relative risk of 0.73 (95% credible interval 0.44-1.18). Coughing also tended to be less frequent (posterior probability 93%). Molecular analysis detected mainly non-SARS-CoV-2 viruses in saliva (50/448 positive), but not in bioaerosols (2/105 positive) or HEPA-filters (4/160). The detection rate was similar with vs without air cleaners. Spatiotemporal analysis of positive saliva samples identified several likely transmissions. CONCLUSIONS Air cleaners improved air quality, showed a potential benefit in reducing respiratory infections, and were associated with less coughing. Airborne detection of non-SARS-CoV-2 viruses was rare, suggesting that these viruses may be more difficult to detect in the air. Future studies should examine the importance of close contact and long-range transmission, and the cost-effectiveness of using air cleaners.
dc.description.sponsorshipInstitut für Sozial- und Präventivmedizin (ISPM) - Tuberculosis
dc.description.sponsorshipUniversitätsklinik für Infektiologie
dc.description.sponsorshipInstitut für Infektionskrankheiten (IFIK) - Molekulare Analytik
dc.description.sponsorshipInstitut für Sozial- und Präventivmedizin (ISPM)
dc.description.sponsorshipInstitut für Infektionskrankheiten (IFIK) - Bioinformatics/Biostatistics
dc.description.sponsorshipInstitut für Sozial- und Präventivmedizin (ISPM) - HIV, Hepatitis & Tubercolosis
dc.description.sponsorshipInstitut für Erziehungswissenschaft - Schul- und Unterrichtsforschung
dc.identifier.doi10.48350/191986
dc.identifier.pmid38234723
dc.identifier.publisherDOI10.1101/2023.12.29.23300635
dc.identifier.urihttps://boris-portal.unibe.ch/handle/20.500.12422/173683
dc.language.isoen
dc.publishermedRxiv
dc.relation.ispartofmedRxiv : the preprint server for health sciences
dc.relation.organizationInstitute for Infectious Diseases, Research
dc.relation.organizationClinic of Infectiology
dc.relation.organizationInstitute for Infectious Diseases
dc.relation.organizationInstitute for Infectious Diseases, Clinical Microbiology
dc.relation.organizationInstitute of Social and Preventive Medicine
dc.subjectair cleaner airborne transmission molecular detection respiratory viruses schools
dc.subject.ddc600 - Technology::610 - Medicine & health
dc.subject.ddc300 - Social sciences, sociology & anthropology::360 - Social problems & social services
dc.subject.ddc300 - Social sciences, sociology & anthropology::370 - Education
dc.subject.ddc500 - Science::570 - Life sciences; biology
dc.titleAir cleaners and respiratory infections in schools: A modeling study using epidemiological, environmental, and molecular data.
dc.typeworking_paper
dspace.entity.typePublication
dspace.file.typetext
oairecerif.author.affiliationInstitut für Sozial- und Präventivmedizin (ISPM) - Tuberculosis
oairecerif.author.affiliationUniversitätsklinik für Infektiologie
oairecerif.author.affiliationInstitut für Infektionskrankheiten (IFIK) - Molekulare Analytik
oairecerif.author.affiliationInstitut für Sozial- und Präventivmedizin (ISPM)
oairecerif.author.affiliationInstitut für Infektionskrankheiten (IFIK) - Molekulare Analytik
oairecerif.author.affiliationInstitut für Sozial- und Präventivmedizin (ISPM)
oairecerif.author.affiliationInstitut für Infektionskrankheiten (IFIK) - Bioinformatics/Biostatistics
oairecerif.author.affiliationInstitut für Sozial- und Präventivmedizin (ISPM) - HIV, Hepatitis & Tubercolosis
oairecerif.author.affiliationInstitut für Erziehungswissenschaft - Schul- und Unterrichtsforschung
oairecerif.author.affiliationInstitut für Sozial- und Präventivmedizin (ISPM) - HIV, Hepatitis & Tubercolosis
oairecerif.author.affiliation2Institut für Sozial- und Präventivmedizin (ISPM)
oairecerif.author.affiliation2Institut für Infektionskrankheiten (IFIK) - Klinische Mikrobiologie
oairecerif.author.affiliation2Institut für Infektionskrankheiten (IFIK) - Klinische Mikrobiologie
oairecerif.author.affiliation2Institut für Infektionskrankheiten (IFIK) - Forschung
oairecerif.author.affiliation2Institut für Sozial- und Präventivmedizin (ISPM)
oairecerif.author.affiliation2Institut für Sozial- und Präventivmedizin (ISPM)
oairecerif.author.affiliation3Institut für Sozial- und Präventivmedizin (ISPM) - Tuberculosis
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unibe.date.licenseChanged2024-01-24 09:34:16
unibe.description.ispublishedpub
unibe.eprints.legacyId191986
unibe.refereedfalse

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