Research article

Modeling the COVID-19 epidemic in Bolivia

  • Received: 21 August 2020 Accepted: 15 October 2020 Published: 27 October 2020
  • The first cases of COVID-19 appeared in Bolivia on March 10. Since then and until September 24,132,618 people have been infected, 7765 have died, and 92,101 have recovered; the virus has spread throughout the country, but the departments of Santa Cruz, La Paz, and Cochabamba account for the overwhelming percentage of infected, recovered and dead. We analyze the spread of the virus utilizing a SIR model. We find that a maximum fraction of infected individuals occurs on June 17, when around 28% of the population is infected; when the epidemic begins to subside, 54% of the population is in the recovered category, indicating that more than half of the population will have been infected by COVID-19 during some period of the epidemic. There is an uptick in the number of susceptible individuals after July 1, highlighting that the relaxing of mitigation measures might have happened too soon.

    Citation: Antonio N. Bojanic, Alejandro Jordán. Modeling the COVID-19 epidemic in Bolivia[J]. Big Data and Information Analytics, 2020, 5(1): 47-57. doi: 10.3934/bdia.2020004

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  • The first cases of COVID-19 appeared in Bolivia on March 10. Since then and until September 24,132,618 people have been infected, 7765 have died, and 92,101 have recovered; the virus has spread throughout the country, but the departments of Santa Cruz, La Paz, and Cochabamba account for the overwhelming percentage of infected, recovered and dead. We analyze the spread of the virus utilizing a SIR model. We find that a maximum fraction of infected individuals occurs on June 17, when around 28% of the population is infected; when the epidemic begins to subside, 54% of the population is in the recovered category, indicating that more than half of the population will have been infected by COVID-19 during some period of the epidemic. There is an uptick in the number of susceptible individuals after July 1, highlighting that the relaxing of mitigation measures might have happened too soon.


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    [1] Kermack WO and McKendrick AG, (1927) A contribution to the mathematical theory of epidemics. Proc R Soc Lond 115: 700-721.
    [2] Lin Q, Zhao S, Gao D, et al. (2020) A conceptual model for the coronavirus disease 2019 (COVID-19) outbreak in Wuhan, China with individual reaction and governmental action. Int J Inf Dis 93: 211-216.
    [3] Anastassopoulou C, Russo L, Tsakris A, et al. (2020) Data-based analysis, modelling and forecasting of the COVID-19 outbreak. PloS One 15: e0230405.
    [4] Casella F, (2020) Can the COVID-19 epidemic be controlled on the basis of daily test reports?, Preprint, arXiv: 2003.06967.
    [5] Giordano G, Blanchini F, Bruno R, et al. (2020) Modelling the COVID-19 epidemic and implementation of population-wide interventions in Italy. Nat Med 26: 855-860.
    [6] Wu JT, Leung K, Bushman M, et al. (2020) Estimating clinical severity of COVID-19 from the transmission dynamics in Wuhan, China. Nat Med 26: 506-510.
    [7] Tam KM, Walker N and Moreno J, (2020) Projected development of COVID-19 in Louisiana. arXiv 2004.02859.
    [8] Hellewell J, Abbott S, Gimma A, et al. (2020) Feasibility of controlling COVID-19 outbreaks by isolation of cases and contacts. Lancet Global Health, 8: e488-e496.
    [9] Kucharski AJ, Russell TW, Diamond C, et al. (2020) Early dynamics of transmission and control of COVID-19: a mathematical modelling study, Lancet Infect Dis 20: 553-558.
    [10] Birbuet JC and López V R, (2020) Dinámica de expansión del COVID-19 en Bolivia durante las 6 primeras semanas. Working Paper. Available from: https://github.com/rafalopezv/modelo_seir_bolivia.
    [11] Tassier T, (2013) The Economics of Epidemiology, Springer-Verlag Berlin Heidelberg.
    [12] Munayco CV, Tariq A, Rothenberg R, et al. (2020) Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th-March 30th, 2020. Infect Dis Model, 5: 338-345.
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