Evaluation of Severe Acute Respiratory Syndrome Coronavirus 2 Transmission Mitigation Strategies on a University Campus Using an Agent-Based Network Model
被引:8
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作者:
Goyal, Ravi
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机构:
Mathematica, 600 Alexander Pk,Suite 100, Princeton, NJ 08540 USAMathematica, 600 Alexander Pk,Suite 100, Princeton, NJ 08540 USA
Goyal, Ravi
[1
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Hotchkiss, John
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机构:
Mathematica, 600 Alexander Pk,Suite 100, Princeton, NJ 08540 USAMathematica, 600 Alexander Pk,Suite 100, Princeton, NJ 08540 USA
Hotchkiss, John
[1
]
Schooley, Robert T.
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机构:
Univ Calif San Diego, Div Infect Dis & Global Publ Hlth, La Jolla, CA 92093 USAMathematica, 600 Alexander Pk,Suite 100, Princeton, NJ 08540 USA
Schooley, Robert T.
[2
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De Gruttola, Victor
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机构:
Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USAMathematica, 600 Alexander Pk,Suite 100, Princeton, NJ 08540 USA
De Gruttola, Victor
[3
]
Martin, Natasha K.
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机构:
Univ Calif San Diego, Div Infect Dis & Global Publ Hlth, La Jolla, CA 92093 USA
Univ Bristol, Populat Hlth Sci, Bristol, Avon, EnglandMathematica, 600 Alexander Pk,Suite 100, Princeton, NJ 08540 USA
Martin, Natasha K.
[2
,4
]
机构:
[1] Mathematica, 600 Alexander Pk,Suite 100, Princeton, NJ 08540 USA
[2] Univ Calif San Diego, Div Infect Dis & Global Publ Hlth, La Jolla, CA 92093 USA
[3] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USA
[4] Univ Bristol, Populat Hlth Sci, Bristol, Avon, England
Universities are faced with decisions on how to resume campus activities while mitigating severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) risk. To provide guidance for these decisions, we developed an agent-based network model of SARS-CoV-2 transmission to assess the potential impact of strategies to reduce outbreaks. The model incorporates important features related to risk at the University of California San Diego. We found that structural interventions for housing (singles only) and instructional changes (from in-person to hybrid with class size caps) can substantially reduce the basic reproduction number, but masking and social distancing are required to reduce this to at or below 1. Within a risk mitigation scenario, increased frequency of asymptomatic testing from monthly to twice weekly has minimal impact on average outbreak size (1.1-1.9), but substantially reduces the maximum outbreak size and cumulative number of cases. We conclude that an interdependent approach incorporating risk mitigation, viral detection, and public health intervention is required to mitigate risk.
机构:
Graz Univ Technol, Inst Interact Syst & Data Sci, Graz, Austria
Complex Sci Hub Vienna, Vienna, Austria
Med Univ Vienna, Ctr Med Stat Informat & Intelligent Syst, Vienna, AustriaGraz Univ Technol, Inst Interact Syst & Data Sci, Graz, Austria
机构:
Univ Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Univ Pittsburgh, Div Infect Dis, Sch Med, Pittsburgh, PA USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Griffith, Marissa P.
Waggle, Kady D.
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机构:
Univ Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Univ Pittsburgh, Div Infect Dis, Sch Med, Pittsburgh, PA USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Waggle, Kady D.
Johnson, Monika
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Childrens Hosp Pittsburgh, Div Pediat Infect Dis, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Johnson, Monika
Zhu, Lei
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机构:
Univ Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Univ Pittsburgh, Div Infect Dis, Sch Med, Pittsburgh, PA USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Zhu, Lei
Williams, John, V
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机构:
Univ Pittsburgh, Childrens Hosp Pittsburgh, Div Pediat Infect Dis, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Williams, John, V
Marsh, Jane W.
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机构:
Univ Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Univ Pittsburgh, Div Infect Dis, Sch Med, Pittsburgh, PA USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Marsh, Jane W.
Van Tyne, Daria
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机构:
Univ Pittsburgh, Div Infect Dis, Sch Med, Pittsburgh, PA USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Van Tyne, Daria
Harrison, Lee H.
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机构:
Univ Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Univ Pittsburgh, Div Infect Dis, Sch Med, Pittsburgh, PA USA
Univ Pittsburgh, Grad Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA
Harrison, Lee H.
Martin, Elise M.
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机构:
Univ Pittsburgh, Div Infect Dis, Sch Med, Pittsburgh, PA USA
Univ Pittsburgh, Sch Med, Div Infect Dis, Univ Dr C,7W-129, Pittsburgh, PA 15261 USAUniv Pittsburgh, Ctr Genom Epidemiol, Microbial Genom Epidemiol Lab, Pittsburgh, PA USA