Social distancing and testing as optimal strategies against the spread of COVID-19 in the Rio Grande Valley of Texas

被引:4
|
作者
Vatcheva, Kristina P. [1 ]
Sifuentes, Josef [2 ]
Oraby, Tamer [2 ]
Maldonado, Jose Campo [3 ]
Huber, Timothy [2 ]
Villalobos, Maria Cristina [2 ]
机构
[1] Univ Texas Rio Grande Valley, Sch Math & Stat Sci, One West Univ Blvd, Brownsville, TX 78520 USA
[2] Univ Texas Rio Grande Valley, Sch Math & Stat Sci, Edinburg, TX 78539 USA
[3] Univ Texas Rio Grande Valley, Sch Med, Edinburg, TX 78539 USA
关键词
COVID-19; Mathematical modeling; Optimal control; Rio Grande Valley (RGV); Testing and social distancing; School reopening;
D O I
10.1016/j.idm.2021.04.004
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
At the beginning of August 2020, the Rio Grande Valley (RGV) of Texas experienced a rapid increase of coronavirus disease 2019 (abbreviated as COVID-19) cases and deaths. This study aims to determine the optimal levels of effective social distancing and testing to slow the virus spread at the outset of the pandemic. We use an age-stratified eight compartment epidemiological model to depict COVID-19 transmission in the community and within households. With a simulated 120-day outbreak period data we obtain a post 180-days period optimal control strategy solution. Our results show that easing social distancing between adults by the end of the 180-day period requires very strict testing a month later and then daily testing rates of 5% followed by isolation of positive cases. Relaxing social distancing rates in adults from 50% to 25% requires both children and seniors to maintain social distancing rates of 50% for nearly the entire period while maintaining maximum testing rates of children and seniors for 150 of the 180 days considered in this model. Children have higher contact rates which leads to transmission based on our model, emphasizing the need for caution when considering school reopenings. (C) 2021 The Authors. Publishing services by Elsevier B.V. on behalf of KeAi Communications Co. Ltd.
引用
收藏
页码:729 / 742
页数:14
相关论文
共 50 条
  • [1] Optimal strategies for social distancing and testing to control COVID-19
    Choi, Wongyeong
    Shim, Eunha
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2021, 512
  • [2] Anti-Immigrant Rhetoric, Deteriorating Health Access, and COVID-19 in the Rio Grande Valley, Texas
    Blackburn, Christine Crudo
    Sierra, Lidia Azurdia
    [J]. HEALTH SECURITY, 2021, 19 : S50 - S56
  • [3] Human Papillomavirus Vaccinations During the COVID-19 Pandemic in Middle Schools in the Rio Grande Valley of Texas
    Rodriguez, Ana M.
    Do, Thuy Quynh N.
    Jibaja-Weiss, Maria L.
    Chen, Lu
    Schmeler, Kathleen M.
    Montealegre, Jane R.
    Kuo, Yong-Fang
    [J]. AMERICAN JOURNAL OF PUBLIC HEALTH, 2022, 112 (09) : 1269 - 1272
  • [4] Quantifying the Effects of Social Distancing on the Spread of COVID-19
    Daghriri, Talal
    Ozmen, Ozlem
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (11)
  • [5] Social distancing as protection factor against COVID-19 in a non-metropolitan area in the State of Rio Grande do Sul, Brazil
    Helfer Schneider, Ana Paula
    Gaedke, Mari Angela
    Koepp, Janine
    Reuter, Eboni Marilia
    Darsie, Camilo
    Possuelo, Lia Goncalves
    de Moura Valim, Andreia Rosane
    Carneiro, Marcelo
    [J]. REVISTA PANAMERICANA DE SALUD PUBLICA-PAN AMERICAN JOURNAL OF PUBLIC HEALTH, 2021, 45
  • [6] Network model and analysis of the spread of Covid-19 with social distancing
    Parul Maheshwari
    Réka Albert
    [J]. Applied Network Science, 5
  • [7] The Effect of Shelter-in-Place Orders on Social Distancing and the Spread of the COVID-19 Pandemic: A Study of Texas
    Castaneda, Marco A.
    Saygili, Meryem
    [J]. FRONTIERS IN PUBLIC HEALTH, 2020, 8
  • [8] Network model and analysis of the spread of Covid-19 with social distancing
    Maheshwari, Parul
    Albert, Reka
    [J]. APPLIED NETWORK SCIENCE, 2020, 5 (01)
  • [9] An Effective Model for Establishing a Collaborative for the Treatment of COVID-19 in the Rio Grande Valley
    Betancourt-Garcia, Monica M.
    Arauco-Brown, Alfredo R.
    Garcia, Ricardo
    Rosenbaum-Marinaro, Lizabeth
    Stutz, Taylor
    Rao, Sohail
    [J]. JOURNAL OF HEALTH CARE FOR THE POOR AND UNDERSERVED, 2021, 32 (03) : 1276 - 1287
  • [10] COVID-19 and Social Distancing
    el-Guebaly, Nady
    [J]. CANADIAN JOURNAL OF ADDICTION, 2020, 11 (02) : 4 - 6