ArticleBMC infectious diseases2022
Testing and vaccination to reduce the impact of COVID-19 in nursing homes: an agent-based approach.
Article in BMC infectious diseases, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
8 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Predictive models for health outcomes due to SARS-CoV-2, including the effect of vaccination: a systematic review.Systematic reviews · 2024Pooled it
- Non-pharmacological measures implemented in the setting of long-term care facilities to prevent SARS-CoV-2 infections and their consequences: a rapid review.The Cochrane database of systematic reviews · 2021Pooled it
- Implementation of COVID-19 infection control best practices in nursing homes amid the pandemic.BMC health services research · 2024Trial
- An agent-based model to assess the impact of shared staff and occupancy rate on infectious disease burden in nursing homes.BMC infectious diseases · 2025Article
- A model-based assessment of social isolation practices for COVID-19 outbreak response in residential care facilities.BMC infectious diseases · 2024Article
- Incorporating social determinants of health into transmission modeling of COVID-19 vaccine in the US: a scoping review.Lancet regional health. Americas · 2024Article
- Impact of non-pharmaceutical interventions on SARS-CoV-2 outbreaks in English care homes: a modelling study.BMC infectious diseases · 2022Article
- Agent-based simulations for protecting nursing homes with prevention and vaccination strategies.Journal of the Royal Society, Interface · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
backgroundEfforts to protect residents in nursing homes involve non-pharmaceutical interventions, testing, and vaccine. We sought to quantify the effect of testing and vaccine strategies on the attack rate, length of the epidemic, and hospitalization.
methodsWe developed an agent-based model to simulate the dynamics of SARS-CoV-2 transmission among resident and staff agents in a nursing home. Interactions between 172 residents and 170 staff based on data from a nursing home in Los Angeles, CA. Scenarios were simulated assuming different levels of non-pharmaceutical interventions, testing frequencies, and vaccine efficacy to reduce transmission.
resultsUnder the hypothetical scenario of widespread SARS-CoV-2 in the community, 3-day testing frequency minimized the attack rate and the time to eradicate an outbreak. Prioritization of vaccine among staff or staff and residents minimized the cumulative number of infections and hospitalization, particularly in the scenario of high probability of an introduction. Reducing the probability of a viral introduction eased the demand on testing and vaccination rate to decrease infections and hospitalizations.
conclusionsImproving frequency of testing from 7-days to 3-days minimized the number of infections and hospitalizations, despite widespread community transmission. Vaccine prioritization of staff provides the best protection strategy when the risk of viral introduction is high.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.