Modeling nosocomial infection of COVID-19 transmission dynamics

被引:3
|
作者
Masandawa, Lemjini [2 ]
Mirau, Silas Steven [2 ]
Mbalawata, Isambi Sailon [1 ]
Paul, James Nicodemus [2 ]
Kreppel, Katharina [2 ]
Msamba, Oscar M. [3 ]
机构
[1] African Inst Math Sci, NEI Globla Secretariat, Rue KG590 ST, Kigali, Rwanda
[2] Nelson Mandela African Inst Sci & Technol, Sch Computat & Commun Sci & Engn, POB 447, Arusha, Tanzania
[3] Arusha Tech Coll, POB 296, Arusha, Tanzania
关键词
Proposed C0VID-19 model; Personal protective equipment; PRCC; Basic reproduction number; Hospital-acquired infection;
D O I
10.1016/j.rinp.2022.105503
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
COVID-19 epidemic has posed an unprecedented threat to global public health. The disease has alarmed the healthcare system with the harm of nosocomial infection. Nosocomial spread of COVID-19 has been discovered and reported globally in different healthcare facilities. Asymptomatic patients and super-spreaders are sough to be among of the source of these infections. Thus, this study contributes to the subject by formulating a SEIHR mathematical model to gain the insight into nosocomial infection for COVID-19 transmission dynamics. The role of personal protective equipment theta is studied in the proposed model. Benefiting the next generation matrix method, R-0 was computed. Routh-Hurwitz criterion and stable Metzler matrix theory revealed that COVID-19-free equilibrium point is locally and globally asymptotically stable whenever R-0 < 1. Lyapunov function depicted that the endemic equilibrium point is globally asymptotically stable when R-0 > 1. Further, the dynamics behavior of R-0 was explored when varying theta. In the absence of theta, the value of R-0 was 8.4584 which implies the expansion of the disease. When theta is introduced in the model, R0 was 0.4229, indicating the decrease of the disease in the community. Numerical solutions were simulated by using Runge-Kutta fourth-order method. Global sensitivity analysis is performed to present the most significant parameter. The numerical results illustrated mathematically that personal protective equipment can minimizes nosocomial infections of COVID-19.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] Modeling COVID-19 transmission dynamics incorporating media coverage and vaccination
    Wang, Xiaojing
    Liang, Yu
    Li, Jiahui
    Liu, Maoxing
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (06) : 10392 - 10403
  • [22] MODELING AND ANALYSIS OF THE DYNAMICS OF COVID-19 TRANSMISSION IN PRESENCE OF IMMIGRATION AND VACCINATION
    Semlali, Mohammed
    Hattaf, Khalid
    El Kettani, Mohamed Elyousfi
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2022,
  • [23] Mathematical modeling of COVID-19 transmission dynamics with a case study of Wuhan
    Ndairoua, Faical
    Area, Ivan
    Nieto, Juan J.
    Torres, Delfim F. M.
    CHAOS SOLITONS & FRACTALS, 2020, 135 (135)
  • [24] Modeling the e ffects of intervention strategies on COVID-19 transmission dynamics
    Kennedy, Deanna M.
    Zambrano, Gustavo Jose
    Wang, Yiyu
    Pinto Neto, Osmar
    JOURNAL OF CLINICAL VIROLOGY, 2020, 128
  • [25] Mathematical modeling for COVID-19 transmission dynamics: A case study in Ethiopia
    Kifle, Zenebe Shiferaw
    Obsu, Legesse Lemecha
    RESULTS IN PHYSICS, 2022, 34
  • [26] Projecting the Pandemic Trajectory through Modeling the Transmission Dynamics of COVID-19
    Vakil, Vahideh
    Trappe, Wade
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (08)
  • [27] CONTROLLING THE TRANSMISSION DYNAMICS OF COVID-19
    Moore, Stephen Edward
    Okyere, Eric
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2022,
  • [28] Modeling the underestimation of COVID-19 infection
    Nakamoto, Ichiro
    Zhang, Jilin
    RESULTS IN PHYSICS, 2021, 25
  • [29] A critical appraisal of COVID-19 as a nosocomial infection: an African perspective
    Oladipo, Elijah Kolawole
    Ariyo, Olumuyiwa Elijah
    Ibukun, Francis Ifedayo
    Osasona, Oluwadamilola Gideon
    Akinbodewa, Ayodeji Akinwumi
    Abejegah, Chukwuyem
    Oloke, Julius Kola
    PAN AFRICAN MEDICAL JOURNAL, 2020, 36 : 1 - 4
  • [30] Nosocomial COVID-19 infection in the era of vaccination and antiviral therapy
    Mcneil, Thomas
    Zhang, Frank
    Moffatt, Samuel
    Emeto, Theophilus I.
    Tucker, Emily
    INTERNAL MEDICINE JOURNAL, 2024, 54 (03) : 374 - 381