Literature DB >> 32077650

Systems Modeling Approach for Reducing the Risk of Healthcare-Associated Infections.

Shreyas S Limaye, Christina M Mastrangelo.   

Abstract

Healthcare-associated infections (HAIs) are a major cause of concern because of the high levels of associated morbidity, mortality, and cost. In addition, children and intensive care unit (ICU) patients are more vulnerable to these infections due to low levels of immunity. Various medical interventions and statistical process control techniques have been suggested to counter the spread of these infections and aid early detection of an infection outbreak. Methods such as hand hygiene help in the prevention of HAIs and are well-documented in the literature. This chapter demonstrates the utilization of a systems methodology to model and validate factors that contribute to the risk of HAIs in a pediatric ICU. It proposes an approach that has three unique aspects: it studies the problem of HAIs as a whole by focusing on several HAIs instead of a single type, it projects the effects of interventions onto the general patient population using the system-level model, and it studies both medical and behavioral interventions and compares their effectiveness. This methodology uses a systems modeling framework that includes simulation, risk analysis, and statistical techniques for studying interventions to reduce the transmission likelihood of HAIs.
Copyright © 2019 Emerald Publishing Limited.

Entities:  

Keywords:  Healthcare-associated infections; experimental design; mixture design experiments; risk modeling; simulation optimization; systems engineering approach

Year:  2019        PMID: 32077650     DOI: 10.1108/S1474-823120190000018013

Source DB:  PubMed          Journal:  Adv Health Care Manag        ISSN: 1474-8231


  2 in total

1.  Risk assessment of infection control in operating room based on hazard vulnerability and refined process management.

Authors:  Ling Wang; Yan Chen; Chunxiang Xia; Ling Wu; Yan Song
Journal:  Am J Transl Res       Date:  2021-06-15       Impact factor: 4.060

2.  Noninvasive diagnosis of AIH/PBC overlap syndrome based on prediction models.

Authors:  Kailing Wang; Yong Li; Jianfeng Pan; Huifang He; Ziyi Zhao; Yiming Guo; Xiaomei Zhang
Journal:  Open Med (Wars)       Date:  2022-09-28
  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.