ArticleJAMA pediatrics2022
Estimated Transmission Outcomes and Costs of SARS-CoV-2 Diagnostic Testing, Screening, and Surveillance Strategies Among a Simulated Population of Primary School Students.
Article in JAMA pediatrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.
- Predictive models for health outcomes due to SARS-CoV-2, including the effect of vaccination: a systematic review.Systematic reviews · 2024Pooled it
- At-Home Versus Onsite COVID-19 School-based Testing: A Randomized Noninferiority Trial.Pediatrics · 2023Trial
- A qualitative descriptive study exploring perspectives on a school-based take-home COVID-19 saliva testing program.Paediatrics & child health · 2026Article
- Impact of in-school antigen testing on the prevalence of asymptomatic SARS-CoV-2 carriers during the COVID-19 pandemic era.Frontiers in public health · 2026Article
- Economic Analyses of COVID-19 Interventions: A Narrative Review of Global Evidence.Healthcare (Basel, Switzerland) · 2025Review
- Evaluating trade-offs between COVID-19 prevention and learning loss: an agent-based simulation analysis.Royal Society open science · 2025Article
- A modeling study on SARS-CoV-2 transmissions in primary and middle schools in Illinois.BMC public health · 2024Article
- The role of economic evaluation in modelling public health and social measures for pandemic policy: a systematic review.Cost effectiveness and resource allocation : C/E · 2024Article
- Incorporating social determinants of health into transmission modeling of COVID-19 vaccine in the US: a scoping review.Lancet regional health. Americas · 2024Article
- Rotation-based schedules in elementary schools to prevent COVID-19 spread: a simulation study.Scientific reports · 2023Article
- Building School-Academic Partnerships to Implement COVID-19 Testing in Underserved Populations.Pediatrics · 2023Article
- SARS-CoV-2 Screening Testing Programs for Safe In-person Learning in K-12 Schools.Journal of the Pediatric Infectious Diseases Society · 2023Article
- Health surveillance for SARS-CoV-2: infection spread and vaccination coverage in the schools of Modena province, Italy.Frontiers in public health · 2023Article
- SARS-CoV-2 Screening Testing in Schools: A Comparison of School- Vs. Home-Based Collection Methods.Journal of the Pediatric Infectious Diseases Society · 2022Article
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Authors and funding
7 authors at 6 institutions in 1 country.
Funding
Abstract
Importance: In addition to illness, the COVID-19 pandemic has led to historic educational disruptions. In March 2021, the federal government allocated $10 billion for COVID-19 testing in US schools. Objective: Costs and benefits of COVID-19 testing strategies were evaluated in the context of full-time, in-person kindergarten through eighth grade (K-8) education at different community incidence levels. Design, Setting, and Participants: An updated version of a previously published agent-based network model was used to simulate transmission in elementary and middle school communities in the United States. Assuming dominance of the delta SARS-CoV-2 variant, the model simulated an elementary school (638 students in grades K-5, 60 staff) and middle school (460 students grades 6-8, 51 staff). Exposures: Multiple strategies for testing students and faculty/staff, including expanded diagnostic testing (test to stay) designed to avoid symptom-based isolation and contact quarantine, screening (routinely testing asymptomatic individuals to identify infections and contain transmission), and surveillance (testing a random sample of students to identify undetected transmission and trigger additional investigation or interventions). Main Outcomes and Measures: Projections included 30-day cumulative incidence of SARS-CoV-2 infection, proportion of cases detected, proportion of planned and unplanned days out of school, cost of testing programs, and childcare costs associated with different strategies. For screening policies, the cost per SARS-CoV-2 infection averted in students and staff was estimated, and for surveillance, the probability of correctly or falsely triggering an outbreak response was estimated at different incidence and attack rates. Results: Compared with quarantine policies, test-to-stay policies are associated with similar model-projected transmission, with a mean of less than 0.25 student days per month of quarantine or isolation. Weekly universal screening is associated with approximately 50% less in-school transmission at one-seventh to one-half the societal cost of hybrid or remote schooling. The cost per infection averted in students and staff by weekly screening is lowest for schools with less vaccination, fewer other mitigation measures, and higher levels of community transmission. In settings where local student incidence is unknown or rapidly changing, surveillance testing may detect moderate to large in-school outbreaks with fewer resources compared with schoolwide screening. Conclusions and Relevance: In this modeling study of a simulated population of primary school students and simulated transmission of COVID-19, test-to-stay policies and/or screening tests facilitated consistent in-person school attendance with low transmission risk across a range of community incidence. Surveillance was a useful reduced-cost option for detecting outbreaks and identifying school environments that would benefit from increased mitigation.
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