Please use this identifier to cite or link to this item: http://dx.doi.org/10.25673/116168
Title: Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk
Author(s): Brachaczek, Paweł
Lonc, Agata
Kretzschmar, MirjamLook up in the Integrated Authority File of the German National Library
Mikolajczyk, RafaelLook up in the Integrated Authority File of the German National Library
Horn, JohannesLook up in the Integrated Authority File of the German National Library
Karch, AndréLook up in the Integrated Authority File of the German National Library
Sakowski, Konrad
Piotrowska, Monika J.
Issue Date: 2023
Type: Article
Language: English
Abstract: A susceptible-infectious-susceptible (SIS) model for simulating healthcare-acquired infection spread within a hospital and associated community is proposed. The model accounts for the stratification of in-patients into two susceptibility-based risk groups. The model is formulated as a system of first-order ordinary differential equations (ODEs) with appropriate initial conditions. The mathematical analysis of this system is demonstrated. It is shown that the system has unique global solutions, which are bounded and non-negative. The basic reproduction number (\mathscr {R}_0) for the considered model is derived. The existence and the stability of the stationary solutions are analysed. The disease-free stationary solution is always present and is globally asymptotically stable for \mathscr {R}_0<1, while for \mathscr {R}_0>1 it is unstable. The presence of an endemic stationary solution depends on the model parameters and when it exists, it is globally asymptotically stable. The endemic state encompasses both risk groups. The endemic state within only one group only is not possible. In addition, for \mathscr {R}_0=1 a forward bifurcation takes place. Numerical simulations, based on the anonymised insurance data, are also presented to illustrate theoretical results.
URI: https://opendata.uni-halle.de//handle/1981185920/118124
http://dx.doi.org/10.25673/116168
Open Access: Open access publication
License: (CC BY 4.0) Creative Commons Attribution 4.0(CC BY 4.0) Creative Commons Attribution 4.0
Journal Title: Scientific reports
Publisher: Macmillan Publishers Limited, part of Springer Nature
Publisher Place: [London]
Volume: 13
Original Publication: 10.1038/s41598-023-45248-3
Page Start: 1
Page End: 26
Appears in Collections:Open Access Publikationen der MLU

Files in This Item:
File Description SizeFormat 
s41598-023-45248-3.pdf4.87 MBAdobe PDFThumbnail
View/Open