Publication: Air cleaners and respiratory infections in schools: A modeling study using epidemiological, environmental, and molecular data.
| cris.virtual.author-orcid | 0000-0002-3437-4639 | |
| cris.virtual.author-orcid | 0000-0001-7462-5132 | |
| cris.virtual.author-orcid | 0000-0003-3309-4835 | |
| cris.virtualsource.author-orcid | a0229b53-8524-44be-8b2a-d779f8398773 | |
| cris.virtualsource.author-orcid | f359cb3b-ff10-4028-8897-5475375a73e2 | |
| cris.virtualsource.author-orcid | a4dd921e-2c18-466f-88fe-eef211117bf5 | |
| cris.virtualsource.author-orcid | 46e90882-3a33-4708-9c63-a66a84d7094f | |
| cris.virtualsource.author-orcid | e05e65af-ae46-4eb3-b888-17b582c7ae90 | |
| cris.virtualsource.author-orcid | b2bf3317-639a-485f-9718-f9c62a509b6e | |
| cris.virtualsource.author-orcid | ce055f7f-bddd-4bb1-8f0b-e1049f4c0ea8 | |
| cris.virtualsource.author-orcid | a47a659b-5a23-43fa-86e3-f9401108114c | |
| cris.virtualsource.author-orcid | 769afad3-e78b-487c-be64-0c7ea7ee2a94 | |
| cris.virtualsource.author-orcid | 35b45e5f-8e69-4e44-a5d6-7159366ca436 | |
| datacite.rights | open.access | |
| dc.contributor.author | Banholzer, Nicolas | |
| dc.contributor.author | Jent, Philipp | |
| dc.contributor.author | Bittel, Pascal | |
| dc.contributor.author | Zürcher, Kathrin | |
| dc.contributor.author | Furrer, Lavinia | |
| dc.contributor.author | Bertschinger, Simon Michael | |
| dc.contributor.author | Weingartner, Ernest | |
| dc.contributor.author | Ramette, Alban Nicolas | |
| dc.contributor.author | Egger, Matthias | |
| dc.contributor.author | Hascher, Tina | |
| dc.contributor.author | Fenner, Lukas Antoine | |
| dc.date.accessioned | 2024-10-26T17:05:22Z | |
| dc.date.available | 2024-10-26T17:05:22Z | |
| dc.date.issued | 2023-12-30 | |
| dc.description.abstract | BACKGROUND 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.sponsorship | Institut für Sozial- und Präventivmedizin (ISPM) - Tuberculosis | |
| dc.description.sponsorship | Universitätsklinik für Infektiologie | |
| dc.description.sponsorship | Institut für Infektionskrankheiten (IFIK) - Molekulare Analytik | |
| dc.description.sponsorship | Institut für Sozial- und Präventivmedizin (ISPM) | |
| dc.description.sponsorship | Institut für Infektionskrankheiten (IFIK) - Bioinformatics/Biostatistics | |
| dc.description.sponsorship | Institut für Sozial- und Präventivmedizin (ISPM) - HIV, Hepatitis & Tubercolosis | |
| dc.description.sponsorship | Institut für Erziehungswissenschaft - Schul- und Unterrichtsforschung | |
| dc.identifier.doi | 10.48350/191986 | |
| dc.identifier.pmid | 38234723 | |
| dc.identifier.publisherDOI | 10.1101/2023.12.29.23300635 | |
| dc.identifier.uri | https://boris-portal.unibe.ch/handle/20.500.12422/173683 | |
| dc.language.iso | en | |
| dc.publisher | medRxiv | |
| dc.relation.ispartof | medRxiv : the preprint server for health sciences | |
| dc.relation.organization | Institute for Infectious Diseases, Research | |
| dc.relation.organization | Clinic of Infectiology | |
| dc.relation.organization | Institute for Infectious Diseases | |
| dc.relation.organization | Institute for Infectious Diseases, Clinical Microbiology | |
| dc.relation.organization | Institute of Social and Preventive Medicine | |
| dc.subject | air cleaner airborne transmission molecular detection respiratory viruses schools | |
| dc.subject.ddc | 600 - Technology::610 - Medicine & health | |
| dc.subject.ddc | 300 - Social sciences, sociology & anthropology::360 - Social problems & social services | |
| dc.subject.ddc | 300 - Social sciences, sociology & anthropology::370 - Education | |
| dc.subject.ddc | 500 - Science::570 - Life sciences; biology | |
| dc.title | Air cleaners and respiratory infections in schools: A modeling study using epidemiological, environmental, and molecular data. | |
| dc.type | working_paper | |
| dspace.entity.type | Publication | |
| dspace.file.type | text | |
| oairecerif.author.affiliation | Institut für Sozial- und Präventivmedizin (ISPM) - Tuberculosis | |
| oairecerif.author.affiliation | Universitätsklinik für Infektiologie | |
| oairecerif.author.affiliation | Institut für Infektionskrankheiten (IFIK) - Molekulare Analytik | |
| oairecerif.author.affiliation | Institut für Sozial- und Präventivmedizin (ISPM) | |
| oairecerif.author.affiliation | Institut für Infektionskrankheiten (IFIK) - Molekulare Analytik | |
| oairecerif.author.affiliation | Institut für Sozial- und Präventivmedizin (ISPM) | |
| oairecerif.author.affiliation | Institut für Infektionskrankheiten (IFIK) - Bioinformatics/Biostatistics | |
| oairecerif.author.affiliation | Institut für Sozial- und Präventivmedizin (ISPM) - HIV, Hepatitis & Tubercolosis | |
| oairecerif.author.affiliation | Institut für Erziehungswissenschaft - Schul- und Unterrichtsforschung | |
| oairecerif.author.affiliation | Institut für Sozial- und Präventivmedizin (ISPM) - HIV, Hepatitis & Tubercolosis | |
| oairecerif.author.affiliation2 | Institut für Sozial- und Präventivmedizin (ISPM) | |
| oairecerif.author.affiliation2 | Institut für Infektionskrankheiten (IFIK) - Klinische Mikrobiologie | |
| oairecerif.author.affiliation2 | Institut für Infektionskrankheiten (IFIK) - Klinische Mikrobiologie | |
| oairecerif.author.affiliation2 | Institut für Infektionskrankheiten (IFIK) - Forschung | |
| oairecerif.author.affiliation2 | Institut für Sozial- und Präventivmedizin (ISPM) | |
| oairecerif.author.affiliation2 | Institut für Sozial- und Präventivmedizin (ISPM) | |
| oairecerif.author.affiliation3 | Institut für Sozial- und Präventivmedizin (ISPM) - Tuberculosis | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.contributor.role | creator | |
| unibe.date.licenseChanged | 2024-01-24 09:34:16 | |
| unibe.description.ispublished | pub | |
| unibe.eprints.legacyId | 191986 | |
| unibe.refereed | false |
Files
Original bundle
1 - 1 of 1
- Name:
- 2023.12.29.23300635v1.full.pdf
- Size:
- 168.99 KB
- Format:
- Adobe Portable Document Format
- File Type:
- text
- License:
- https://creativecommons.org/licenses/by/4.0
- Content:
- submitted