Evaluating Infection Prevention Strategies in Out-Patient Dialysis Units Using Agent-Based Modeling

نویسندگان

  • Joanna R. Wares
  • Barry Lawson
  • Douglas Shemin
  • Erika M. C. D’Agata
چکیده

Patients receiving chronic hemodialysis (CHD) are among the most vulnerable to infections caused by multidrug-resistant organisms (MDRO), which are associated with high rates of morbidity and mortality. Current guidelines to reduce transmission of MDRO in the out-patient dialysis unit are targeted at patients considered to be high-risk for transmitting these organisms: those with infected skin wounds not contained by a dressing, or those with fecal incontinence or uncontrolled diarrhea. Here, we hypothesize that targeting patients receiving antimicrobial treatment would more effectively reduce transmission and acquisition of MDRO. We also hypothesize that environmental contamination plays a role in the dissemination of MDRO in the dialysis unit. To address our hypotheses, we built an agent-based model to simulate different treatment strategies in a dialysis unit. Our results suggest that reducing antimicrobial treatment, either by reducing the number of patients receiving treatment or by reducing the duration of the treatment, markedly reduces overall colonization rates and also the levels of environmental contamination in the dialysis unit. Our results also suggest that improving the environmental decontamination efficacy between patient dialysis treatments is an effective method for reducing colonization and contamination rates. These findings have important implications for the development and implementation of future infection prevention strategies.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Evaluating the Performance of an Ambidextrous Bank Using an Agent-based Modeling Approach: A Case Study of Sepah Bank

Banks are the financial institutions that collect assets from various sources and allocate them to the sectors that require liquidity. Therefore, banks are an inherent element in the system of every country. As private banks enter financial markets, the demand for diverse banking services increases dramatically. Banks seek to use various techniques to improve their performance in attracting cus...

متن کامل

Intelligent multi-agent modeling of the interbank network and evaluation of the impact of regulatory policies

agent-based modeling is an emerging computational technique that makes it possible to simulate complex economic systems, including the banking network, with a bottom-up approach. In this paper, the country's banking network is simulated with an intelligent multi-agent modeling model and indicates that these agents behave based on the adaptive learning. This modeling has been done with the aim o...

متن کامل

Impact of dialysis room and reuse strategies on the incidence of hepatitis C virus infection in haemodialysis units.

BACKGROUND Despite the advent of screening of blood products for anti-hepatitis C virus (HCV), the incidence of HCV infection among haemodialysis (HD) patients is alarmingly high and suggest transmission within the HD unit. To analyse trends in the prevalence and incidence of HCV infection, and evaluate the impact of dialysis room and reuse policies on the incidence of HCV infection, a hospital...

متن کامل

Designing and Evaluating an Education-based Follow-up System for Cardiac Patients

Introduction: Chronic diseases are among the most challenging health issues in the world. Although no definitive treatment has been found for such diseases, electronic health strategies can dramatically reduce their complications by enhancing patientschr('39') awareness and monitoring their treatment. The main objective of this study was to design an education-based follow-up system for cardiac...

متن کامل

Designing and Evaluating an Education-based Follow-up System for Cardiac Patients

Introduction: Chronic diseases are among the most challenging health issues in the world. Although no definitive treatment has been found for such diseases, electronic health strategies can dramatically reduce their complications by enhancing patientschr('39') awareness and monitoring their treatment. The main objective of this study was to design an education-based follow-up system for cardiac...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره 11  شماره 

صفحات  -

تاریخ انتشار 2016