Literature DB >> 33308354

Evaluating intervention strategies in controlling coronavirus disease 2019 (COVID-19) spread in care homes: An agent-based model.

Le Khanh Ngan Nguyen1, Susan Howick1, Dennis McLafferty2, Gillian H Anderson1, Sahaya J Pravinkumar3, Robert Van Der Meer1, Itamar Megiddo1.   

Abstract

BACKGROUND: Care homes are vulnerable to widespread transmission of severe acute respiratory coronavirus virus 2 (SARS-CoV-2) with poor outcomes for staff and residents. Infection control interventions in care homes need to not only be effective in containing the spread of coronavirus disease 2019 (COVID-19) but also feasible to implement in this special setting which is both a healthcare institution and a home.
METHODS: We developed an agent-based model that simulates the transmission dynamics of COVID-19 via contacts between individuals, including residents, staff members, and visitors in a care home setting. We explored a representative care home in Scotland in our base case and explore other care home setups in an uncertainty analysis. We evaluated the effectiveness of a range of intervention strategies in controlling the spread of COVID-19.
RESULTS: In the presence of the reference interventions that have been implemented in many care homes, including testing of new admissions, isolation of symptomatic residents, and restricted public visiting, routine testing of staff appears to be the most effective and practical approach. Routine testing of residents is no more effective as a reference strategy while routine testing of both staff and residents only shows a negligible additive effect. Modeling results are very sensitive to transmission probability per contact, but the qualitative finding is robust to varying parameter values in our uncertainty analysis.
CONCLUSIONS: Our model predictions suggest that routine testing should target staff in care homes in conjunction with adherence to strict hand hygiene and using personal protective equipment to reduce risk of transmission per contact.

Entities:  

Mesh:

Year:  2020        PMID: 33308354      PMCID: PMC7783094          DOI: 10.1017/ice.2020.1369

Source DB:  PubMed          Journal:  Infect Control Hosp Epidemiol        ISSN: 0899-823X            Impact factor:   6.520


  8 in total

1.  Testing and vaccination to reduce the impact of COVID-19 in nursing homes: an agent-based approach.

Authors:  José P Gómez Vázquez; Yury E García; Alec J Schmidt; Beatriz Martínez-López; Miriam Nuño
Journal:  BMC Infect Dis       Date:  2022-05-19       Impact factor: 3.667

Review 2.  Non-pharmacological measures implemented in the setting of long-term care facilities to prevent SARS-CoV-2 infections and their consequences: a rapid review.

Authors:  Jan M Stratil; Renke L Biallas; Jacob Burns; Laura Arnold; Karin Geffert; Angela M Kunzler; Ina Monsef; Julia Stadelmaier; Katharina Wabnitz; Tim Litwin; Clemens Kreutz; Anna Helen Boger; Saskia Lindner; Ben Verboom; Stephan Voss; Ani Movsisyan
Journal:  Cochrane Database Syst Rev       Date:  2021-09-15

3.  Hybrid simulation modelling of networks of heterogeneous care homes and the inter-facility spread of Covid-19 by sharing staff.

Authors:  Le Khanh Ngan Nguyen; Itamar Megiddo; Susan Howick
Journal:  PLoS Comput Biol       Date:  2022-01-12       Impact factor: 4.475

4.  Agent-based simulations for protecting nursing homes with prevention and vaccination strategies.

Authors:  Jana Lasser; Johannes Zuber; Johannes Sorger; Elma Dervic; Katharina Ledebur; Simon David Lindner; Elisabeth Klager; Maria Kletečka-Pulker; Harald Willschke; Katrin Stangl; Sarah Stadtmann; Christian Haslinger; Peter Klimek; Thomas Wochele-Thoma
Journal:  J R Soc Interface       Date:  2021-12-22       Impact factor: 4.118

5.  Agent-Based Simulation of the COVID-19 Epidemic in Russia.

Authors:  G N Rykovanov; S N Lebedev; O V Zatsepin; G D Kaminskii; E V Karamov; A A Romanyukha; A M Feigin; B N Chetverushkin
Journal:  Her Russ Acad Sci       Date:  2022-09-06       Impact factor: 0.552

6.  Using simulation modelling and systems science to help contain COVID-19: A systematic review.

Authors:  Weiwei Zhang; Shiyong Liu; Nathaniel Osgood; Hongli Zhu; Ying Qian; Peng Jia
Journal:  Syst Res Behav Sci       Date:  2022-08-19

7.  Role of efficient testing and contact tracing in mitigating the COVID-19 pandemic: a network modelling study.

Authors:  Guotong Xie; Linqi Zhang; Yiying Hu; Jianying Guo; Guanqiao Li; Xi Lu; Xiang Li; Yuan Zhang; Lin Cong; Yanni Kang; Xiaoyu Jia; Xuanling Shi
Journal:  BMJ Open       Date:  2021-07-07       Impact factor: 2.692

8.  Modeling COVID-19 Outbreaks in Long-Term Care Facilities Using an Agent-Based Modeling and Simulation Approach.

Authors:  Ali Asgary; Hudson Blue; Adriano O Solis; Zachary McCarthy; Mahdi Najafabadi; Mohammad Ali Tofighi; Jianhong Wu
Journal:  Int J Environ Res Public Health       Date:  2022-02-24       Impact factor: 3.390

  8 in total

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