Use of Simulation to Assess the Impact of a Remote Monitoring System.

نویسندگان

  • S Laplante
  • K McLeod
  • J A Danek
  • T L Kudelka
  • J A Sloand
  • M E Gellens
چکیده

OBJECTIVES: Remote monitoring (RM) is useful in chronic diseases, however evidence is scarce in home dialysis. SharesourceTM, a two way connectivity platform with RM capabilities, should enable earlier intervention and healthcare savings. This abstract describes a simulation study designed to estimate the type and importance of the savings. METHODS: This study used an approach similar (although in a virtual environment) to that for diagnostic tests , i.e., measuring the impact of additional information on treatment pathways. Automated peritoneal dialysis (APD) patient profiles (e.g., therapy non-compliance, fluid overload, etc.) were developed by a group of in-house nephrologists and nurses experienced in managing APD patients. Each patient profile was developed in 2 scenarios: “with RM” information (treatment data, blood pressure, weight) and “without RM”. Nephrologists (US=4, Germany=3, Italy=2), experts in managing APD patients, validated the “without RM” resources. The “with RM” resources were evaluated by 15 (US=7, Germany=4, Italy=4) APD teams (1 nephrologist & 1 nurse). Resources were compared with t-tests. RESULTS: Patient profile development required several rounds of individual reviews and group meetings over a 6 month-period to ensure clarity of clinical event sequence and clinician management response. During the process, 8 profiles were abandoned, leaving 12 profiles for the simulation. Recruitment of experts and APD teams was moderately easy, but the biggest hurdle was the contract signature in some countries (e.g., Italy). Participants submitted responses, usually within two weeks. Overall, results indicate that RM could avoid in the USA and Germany 49-75 healthcare resources (4.1-6.2 per patient profile), including clinic calls/visits (48-72), hospitalizations (2), emergency room visits (3.5-5) and transfer from APD to in-center hemodialysis (1-2.25). Numbers were lower in Italy. These cases were assessed by the APD experts as being representative of 15-37% of the APD patient population. CONCLUSIONS: This simulation was a rapid and affordable way of estimating the type and importance of the potential healthcare resource consumption reduction to be expected by RM in APD patients while waiting for real-world evidence. USE OF SIMULATION TO ASSESS THE IMPACT OF A REMOTE MONITORING SYSTEM Laplante S1, McLeod K2, Danek J1, Kudelka T1, Sloand J1, Gellens M1 1-Baxter Healthcare Corporation, Deerfield, IL; 2-Xcenda, Palm Harbor, FL Poster No. PRM240 Background Remote monitoring (RM) involves a device or software in the home setting. RM collects patient’s clinical data, such as blood pressure, weight, and temperature and sends it to a healthcare professional that monitors and analyzes the data received, giving opportunities for preventative therapeutic intervention. RM has been shown to decrease hospitalization and death in patients with chronic diseases such as heart failure. A Cochrane review and meta-analysis published in 2011 estimated that RM in the form of telemonitoring of patient’s weight and blood pressure could reduce disease-related hospitalization by 21% and death by 9%.[1] However, evidence is scarce in home dialysis. SharesourceTM, a two-way connectivity platform with RM capabilities, should enable earlier intervention that could lead to a reduction in usage of more expensive healthcare resources such as hospitalizations or emergency room visits. Objectives This simulation study was designed to estimate the type and importance of the resources that could be saved. Conclusions This simulation was a rapid and affordable way of estimating the type and importance of the potential healthcare resource consumption reduction to be expected by RM in APD patients while waiting for realworld evidence. References 1. Inglis SC et al. Structure telephone support or telemonitoring programmes for patients with chronic heart failure (Review). Cochrane Database of Systematic Reviews 2010, Issue 8. Art. No.: CD007228. DOI: 10.1002/14651858.CD007228.pub2. 2. Lacourcière Y et al. Impact of Levovist ultrasonographic contrast agent on the diagnosis and management of hypertensive patients with suspected renal artery stenosis: a Canadian multicenter pilot study. Can Assoc Radiol J. 2002 Oct;53(4):219-27. Results • Patient profile development required several rounds of individual reviews and group meetings over a 6 month-period to ensure clarity of clinical event sequence and clinician management response. During the process, 8 profiles were abandoned, leaving 12 profiles for the simulation. • Recruitment of experts and APD teams was moderately easy, but the biggest hurdle was the contract signature in some countries (e.g., Italy). • Participants submitted responses, usually within two weeks. • Overall, in Germany and the USA, RM could avoid consumption of 49-75 healthcare resources (4.1-6.2 per patient profile), including: • 48-72 clinic calls/visits • 2 hospitalizations • 3.5-5 emergency room visits • 1-2.25 transfer from APD to in-center hemodialysis • In Italy, the numbers were much lower but both the number of KOLs and participant teams were smaller. • These cases were perceived as representative of 17-37% of the APD patient population. • An example of resources consumption with and without RM is displayed for Germany in Figure 2. Figure 3 gives the healthcare resources avoided for all 3 countries. Methods The methodological approach was that of measuring the impact of the additional information provided by the RM system on patient treatment pathways. This approach is traditionally used for diagnostic test.[2] Step 1 APD patient profiles: Twelve (12) APD patient profiles with therapy non-compliance, fluid overload, low drain/unidentified alarms, or missing/forged data were developed by a group of nephrologists and PD nurses at Baxter Healthcare Corporation in two versions: a) Without RM: description of patient demographic, disease history and current events with dialysis clinic actions in a usual care environment (i.e., without information from the RM software) b) With RM: description of patient demographic, disease history and current initial event with information (weight, blood pressure, treatment data) from the RM software. An example of a patient profile without and with RM is shown in Figure 1. Figure 2: Healthcare resource estimation with and without RM (Germany)

برای دانلود 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

Land use changes analysis and prediction using remote sensing and QGIS MOLUSCE Plugin in the Siahkal County

Quantifying land use change dynamics is critical in tackling environmental and socio-economic challenges such as climate change in recent years. This study takes Siahkal County in Guilan Province as the research subject and analyzes the land use changes in two different years: 2000 and 2021, and predicts the change in 2031. We carried out land use change analysis using LANDSAT-7 ETM+ and LANDSA...

متن کامل

Land cover land use mapping and change detection analysis using geographic information system and remote sensing

Land cover/land use categories are relevant components in land management. Understanding how land cover/land use change over time is necessary to assess the consequences of humans and natural stressors on the earth’s environment and resources. The aim of the study was to map and monitor the spatial and temporal change in land cover/land use for the periods of 1977, 1991 and 2016 and to predict ...

متن کامل

Monitoring Land Cover Changes of Forests and Coastal Areas of Northern Iran (1988-2010): A Remote Sensing Approach

Caspian Sea coastline in the Mazandaran province has been altered as a result of activities of developers attracted to aesthetic and coastal recreational aspects of forest ecosystems. Advances in GIS and RS techniques, has made it possible to study the coastal areas for better management. Hence, the present study was undertaken to determine land cover changes via applying cross classificat...

متن کامل

OPTIMIZATION-BASED MONITORING-SUPPORTED CALIBRATION OF A THERMAL PERFORMANCE SIMULATION MODEL

Building performance simulation is being increasingly deployed beyond the building design phase to support efficient building operation. Specifically, the predictive feature of the simulation-assisted building systems control strategy provides distinct advantages in view of building systems with high latency and inertia. Such advantages can be exploited only if model predictions can be relied u...

متن کامل

Low Cost UAV-based Remote Sensing for Autonomous Wildlife Monitoring

In recent years, developments in unmanned aerial vehicles, lightweight on-board computers, and low-cost thermal imaging sensors offer a new opportunity for wildlife monitoring. In contrast with traditional methods now surveying endangered species to obtain population and location has become more cost-effective and least time-consuming. In this paper, a low-cost UAV-based remote sensing platform...

متن کامل

Analysis and simulation of dynamic performance for DFIG-based wind farm connected to a distrubition system

Local renewable resources such as wind and solar are often available in remote locations. Wind farms consist of many individual wind turbines which are connected to the electric power transm­iss­i­o­n ne­tw­o­r­k­. A wind farm can use the wind resources from a certain area efficiently. Double-fed induction generator (DFIG) is a gene­rating principle widely used in wind turbine (WT). DFIG are ab...

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

برای دانلود 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

عنوان ژورنال:
  • Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research

دوره 18 7  شماره 

صفحات  -

تاریخ انتشار 2015