Observed Mask Wearing and Presence of SARS-CoV-2 in School Wastewater, San Diego County, CA, 2022
Objectives. To test the association between directly observed school masking behaviors and the presence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in school wastewater. Methods. We randomly sampled a subset of schools participating in a translational study on the effectiveness o...
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Published in | American journal of public health (1971) Vol. 115; no. 4; pp. 519 - 527 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
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United States
American Public Health Association
01.04.2025
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Abstract | Objectives. To test the association between directly observed school masking behaviors and the presence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in school wastewater.
Methods. We randomly sampled a subset of schools participating in a translational study on the effectiveness of passive wastewater surveillance in nonresidential K‒12 settings in San Diego County. Trained observers conducted biweekly systematic observations of masking behaviors between March 2 and May 27, 2022.
Results. The proportion of individuals observed masking was a significant predictor of detecting SARS-CoV-2 in school wastewater (adjusted odds ratio = 0.91; 95% confidence interval = 0.85, 0.99; P = .034). For every 10% increase in the percentage of observed individuals who were fully masked, the odds of detecting SARS-CoV-2 in school wastewater decreased by nearly 10%.
Conclusions. Masking does not need to be perfect to be effective. Mask mandates are unlikely to be reimplemented in US schools, but interventions that encourage moderate increases in masking may have an important role to play in improving children’s health and decreasing the spread of COVID-19 and other respiratory diseases. ( Am J Public Health. 2025;115(4):519–527. https://doi.org/10.2105/AJPH.2024.307925 ) |
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AbstractList | The proportion of individuals observed masking was a significant predictor of detecting SARSCoV-2 in school wastewater (adjusted odds ratio = 0.91; 95% confidence interval = 0.85, 0.99; P = .034). Measuring COVID-19 infection as a primary outcome presents a methodological challenge: survey self-report is subject to social desirability and recall bias; clinical data are biased by structural barriers to health care access; and public health case surveillance data are a less reliable indicator since the introduction of at-home antigen tests. METHODS The County of San Diego Health and Human Services Agency (SDHHSA) partnered with the University of California, San Diego, between August 2020 and June 2022 to pilot the Safer at School Early Alert (SASEA) program, a SARSCoV-2 passive wastewater surveillance system for low-income and historically marginalized public schools. Large retrospective analyses of community wastewater surveillance have found that the approach has a relatively low rate of false positives (approximately 7%-8%), suggesting that SASEAS relatively low specificity is likely attributable to a systematic bias in the risk profiles of individuals who elected to participate in weekly diagnostic testing (ie. individuals who were more likely to test positive may have been less likely to access a test because of data privacy concerns or the potential economic impact of a positive test).?>?· In other words, while only 53% of wastewater signals were associated with an identified case, this is likely because individuals who were most likely to test positive were least likely to consent to weekly diagnostic testing, and the "true" specificity of school wastewater surveillance is likely much higher than 53%. To test the association between directly observed school masking behaviors and the presence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in school wastewater. We randomly sampled a subset of schools participating in a translational study on the effectiveness of passive wastewater surveillance in nonresidential K‒12 settings in San Diego County. Trained observers conducted biweekly systematic observations of masking behaviors between March 2 and May 27, 2022. The proportion of individuals observed masking was a significant predictor of detecting SARS-CoV-2 in school wastewater (adjusted odds ratio = 0.91; 95% confidence interval = 0.85, 0.99; = .034). For every 10% increase in the percentage of observed individuals who were fully masked, the odds of detecting SARS-CoV-2 in school wastewater decreased by nearly 10%. Masking does not need to be perfect to be effective. Mask mandates are unlikely to be reimplemented in US schools, but interventions that encourage moderate increases in masking may have an important role to play in improving children's health and decreasing the spread of COVID-19 and other respiratory diseases. ( . 2025;115(4):519-527. https://doi.org/10.2105/AJPH.2024.307925). Objectives. To test the association between directly observed school masking behaviors and the presence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in school wastewater. Methods. We randomly sampled a subset of schools participating in a translational study on the effectiveness of passive wastewater surveillance in nonresidential K‒12 settings in San Diego County. Trained observers conducted biweekly systematic observations of masking behaviors between March 2 and May 27, 2022. Results. The proportion of individuals observed masking was a significant predictor of detecting SARS-CoV-2 in school wastewater (adjusted odds ratio = 0.91; 95% confidence interval = 0.85, 0.99; P = .034). For every 10% increase in the percentage of observed individuals who were fully masked, the odds of detecting SARS-CoV-2 in school wastewater decreased by nearly 10%. Conclusions. Masking does not need to be perfect to be effective. Mask mandates are unlikely to be reimplemented in US schools, but interventions that encourage moderate increases in masking may have an important role to play in improving children's health and decreasing the spread of COVID-19 and other respiratory diseases. (Am J Public Health. 2025;115(4):519-527. https://doi.org/10.2105/AJPH.2024.307925).Objectives. To test the association between directly observed school masking behaviors and the presence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in school wastewater. Methods. We randomly sampled a subset of schools participating in a translational study on the effectiveness of passive wastewater surveillance in nonresidential K‒12 settings in San Diego County. Trained observers conducted biweekly systematic observations of masking behaviors between March 2 and May 27, 2022. Results. The proportion of individuals observed masking was a significant predictor of detecting SARS-CoV-2 in school wastewater (adjusted odds ratio = 0.91; 95% confidence interval = 0.85, 0.99; P = .034). For every 10% increase in the percentage of observed individuals who were fully masked, the odds of detecting SARS-CoV-2 in school wastewater decreased by nearly 10%. Conclusions. Masking does not need to be perfect to be effective. Mask mandates are unlikely to be reimplemented in US schools, but interventions that encourage moderate increases in masking may have an important role to play in improving children's health and decreasing the spread of COVID-19 and other respiratory diseases. (Am J Public Health. 2025;115(4):519-527. https://doi.org/10.2105/AJPH.2024.307925). Objectives. To test the association between directly observed school masking behaviors and the presence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in school wastewater. Methods. We randomly sampled a subset of schools participating in a translational study on the effectiveness of passive wastewater surveillance in nonresidential K‒12 settings in San Diego County. Trained observers conducted biweekly systematic observations of masking behaviors between March 2 and May 27, 2022. Results. The proportion of individuals observed masking was a significant predictor of detecting SARS-CoV-2 in school wastewater (adjusted odds ratio = 0.91; 95% confidence interval = 0.85, 0.99; P = .034). For every 10% increase in the percentage of observed individuals who were fully masked, the odds of detecting SARS-CoV-2 in school wastewater decreased by nearly 10%. Conclusions. Masking does not need to be perfect to be effective. Mask mandates are unlikely to be reimplemented in US schools, but interventions that encourage moderate increases in masking may have an important role to play in improving children’s health and decreasing the spread of COVID-19 and other respiratory diseases. ( Am J Public Health. 2025;115(4):519–527. https://doi.org/10.2105/AJPH.2024.307925 ) Objectives. To test the association between directly observed school masking behaviors and the presence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in school wastewater. Methods. We randomly sampled a subset of schools participating in a translational study on the effectiveness of passive wastewater surveillance in nonresidential K‒12 settings in San Diego County. Trained observers conducted biweekly systematic observations of masking behaviors between March 2 and May 27, 2022. Results. The proportion of individuals observed masking was a significant predictor of detecting SARS-CoV-2 in school wastewater (adjusted odds ratio = 0.91; 95% confidence interval = 0.85, 0.99; P = .034). For every 10% increase in the percentage of observed individuals who were fully masked, the odds of detecting SARS-CoV-2 in school wastewater decreased by nearly 10%. Conclusions. Masking does not need to be perfect to be effective. Mask mandates are unlikely to be reimplemented in US schools, but interventions that encourage moderate increases in masking may have an important role to play in improving children’s health and decreasing the spread of COVID-19 and other respiratory diseases. ( Am J Public Health . 2025;115(4):519–527. https://doi.org/10.2105/AJPH.2024.307925 ) |
Author | Fielding-Miller, Rebecca Hassani, Ashkan Majnoonian, Araz Gaines, Tommi Omaleki, Vinton Karthikeyan, Smruthi Flores, Marlene Garfein, Richard S. Le, Tina Knight, Rob Wijaya, F. Carrissa |
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Cites_doi | 10.1016/j.ajic.2020.12.007 10.1080/15487733.2020.1776561 10.1056/NEJMoa2211029 10.1002/9781118548387 10.1111/josh.13308 10.2105/AJPH.2022.306769 10.1177/0033354919849882 10.1177/23780231211038783 10.1007/s10900-023-01245-1 10.1016/j.immuni.2022.10.017 10.2105/AJPH.2023.307377 10.1038/s42949-022-00074-w 10.1016/j.dhjo.2023.101443 10.3389/fped.2021.752993 10.1016/j.cmi.2023.10.016 10.1097/MOP.0000000000001221 10.1038/s41586-022-05049-6 10.2307/270816 10.15585/mmwr.mm7117e3 10.2307/2531248 10.15585/mmwr.mm7110e1 10.1128/msystems.00793-21 10.1001/jamanetworkopen.2022.28008 10.1016/S2352-4642(23)00312-7 10.1371/journal.pone.0286993 10.1093/aje/kwf215 |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 R. Fielding-Miller contributed to conceptualization, methodology, formal analysis, investigation, writing the original draft, visualization, supervision, and funding acquisition. T. Gaines contributed to methodology, formal analysis, and writing the original draft. A. Hassani contributed to methodology, investigation, and data curation. T. Le contributed to the investigation. V. Omaleki, M. Flores, and A. Majnoonian contributed to the investigation and data curation. F. Carrissa Wijaya contributed to supervision and project administration. R. Knight and S. Karthikeyan contributed to methodology, resources, and supervision. R. S. Garfein contributed to methodology and writing the original draft. CONTRIBUTORS |
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References | bib15 bib34 bib13 bib10 bib11 bib33 bib30 bib31 bib29 Fielding-Miller R (bib20) 2023; 19 bib28 Inagaki K (bib5) 2023; 44 Puhach O (bib27) 2023; 21 bib25 bib26 bib23 bib24 bib21 bib22 bib9 bib7 bib18 bib6 bib19 Goldin C. (bib12) 2022; 29974 bib16 bib4 bib17 bib1 bib2 |
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SubjectTerms | Bias California - epidemiology Caregivers Child Children & youth COVID-19 COVID-19 - epidemiology COVID-19 - prevention & control COVID-19 diagnostic tests COVID-19 vaccines COVID-19: Minority Children Data Diagnostic tests Disease transmission Economic impact Elementary schools Health care access Health services Health surveillance Human services Humans Infections Low income groups Marginality Masks Masks - statistics & numerical data Methodological problems Pediatrics Polls & surveys Prevention Privacy Public health Public schools Research & Analysis SARS-CoV-2 - isolation & purification School districts School Health Schools Schools - statistics & numerical data Severe acute respiratory syndrome coronavirus 2 Social desirability Surveillance Surveillance systems Test bias Validation studies Wastewater Wastewater - virology Womens health |
Title | Observed Mask Wearing and Presence of SARS-CoV-2 in School Wastewater, San Diego County, CA, 2022 |
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