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
  • [31] Anaesthesia and COVID-19: infection control
    Odor, Peter M.
    Neun, Maximilian
    Bampoe, Sohail
    Clark, Sam
    Heaton, Daniel
    Hoogenboom, Emilie M.
    Patel, Anil
    Brown, Michael
    Kamming, Damon
    [J]. BRITISH JOURNAL OF ANAESTHESIA, 2020, 125 (01) : 16 - 24
  • [32] Vaccination and Quarantine Effect on COVID-19 Transmission Dynamics Incorporating Chinese-Spring-Festival Travel Rush: Modeling and Simulations
    Yukun Zou
    Wei Yang
    Junjie Lai
    Jiawen Hou
    Wei Lin
    [J]. Bulletin of Mathematical Biology, 2022, 84
  • [33] Vaccination and Quarantine Effect on COVID-19 Transmission Dynamics Incorporating Chinese-Spring-Festival Travel Rush: Modeling and Simulations
    Zou, Yukun
    Yang, Wei
    Lai, Junjie
    Hou, Jiawen
    Lin, Wei
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 2022, 84 (02)
  • [34] COVID-19 in Dental Practice: Transmission Risk, Infection Control Challenge, and Clinical Implications
    Aldahlawi, Salwa A.
    Afifi, Ibtesam K.
    [J]. OPEN DENTISTRY JOURNAL, 2020, 14 : 348 - 354
  • [35] Estimating nosocomial infection and its outcomes in hospital patients in England with a diagnosis of COVID-19 using machine learning
    Hardy, Flavien
    Heyl, Johannes
    Tucker, Katie
    Hopper, Adrian
    Marcha, Maria J.
    Navaratnam, Annakan V.
    Briggs, Tim W. R.
    Yates, Jeremy
    Day, Jamie
    Wheeler, Andrew
    Eve-Jones, Sue
    Gray, William K.
    [J]. INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2023,
  • [36] Transmission Dynamics of the COVID-19 Epidemic at the District Level in India: Prospective Observational Study
    Saurabh, Suman
    Verma, Mahendra Kumar
    Gautam, Vaishali
    Kumar, Nitesh
    Goel, Akhil Dhanesh
    Gupta, Manoj Kumar
    Bhardwaj, Pankaj
    Misra, Sanjeev
    [J]. JMIR PUBLIC HEALTH AND SURVEILLANCE, 2020, 6 (04): : 179 - 188
  • [37] Mathematical analysis on the transmission dynamics of delta and omicron variants of COVID-19 in the United States
    Omede, Benjamin Idoko
    Jose, Sayooj Aby
    Anuwat, J.
    Park, Taesung
    [J]. MODELING EARTH SYSTEMS AND ENVIRONMENT, 2024, 10 (06) : 7383 - 7420
  • [38] COVID-19 and improved prevention of hospital-acquired infection
    Hu, Ling-Qun
    Wang, Jin
    Huang, Anna
    Wang, Danzhao
    Wang, Jingping
    [J]. BRITISH JOURNAL OF ANAESTHESIA, 2020, 125 (03) : E318 - E319
  • [39] Mathematical Modeling of Covid-19 and Dengue Co-Infection Dynamics in Bangladesh: Optimal Control and Data-Driven Analysis
    Hye M.A.
    Biswas M.A.H.A.
    Uddin M.F.
    Saifuddin M.
    [J]. Computational Mathematics and Modeling, 2022, 33 (2) : 173 - 192
  • [40] Mathematical analysis of COVID-19 and TB co-infection dynamics with optimal control
    Jain, Kshama
    Bhattacharjee, Anuradha
    Krishnamurhty, Srikumar
    [J]. MODELING EARTH SYSTEMS AND ENVIRONMENT, 2025, 11 (01)