Healthcare Impact of Consumer-Driven Atrial Fibrillation Detection
Healthcare Impact of Consumer-Driven Atrial Fibrillation Detection
批准号:
9809717
负责人:
Rashmee U. Shah
金额:
$7.63万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-08-01 至 2021-07-31
关键词:
AdultAdvisory CommitteesAffectAppleApple watchArrhythmiaAtrial FibrillationBenefits and RisksCardiovascular systemCaringCase-Control StudiesClinic VisitsClinicalDataDetectionDevicesDiagnosisDiagnosticElectric CountershockEnsureFeedbackGeneral PopulationGoalsHealthHealthcareHealthcare SystemsHemorrhageHolter ElectrocardiographyInfrastructureInterruptionInterventionK-Series Research Career ProgramsLeadMarketingMeasuresMedical DeviceMonitorMulticenter StudiesNational Heart, Lung, and Blood InstituteNatural Language ProcessingNatural Language Processing pipelineOutcomePatientsPatternPopulationPrevalencePreventiveQuality of lifeReportingResearchResearch PersonnelRiskSalesSeriesSinusStrokeTechnologyTestingTextTimeUnited States Food and Drug AdministrationUniversitiesUtahVisitbasecare seekingcohortcostcost outcomescryptogenic strokedesignfollow-uphandheld mobile devicehealth care service utilizationheart rhythmimprovedmobile computingpopulation basedroutine screeningself diagnosissmart watchuptake
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT
Companies are increasingly marketing mobile technologies as FDA-cleared medical devices, yet we do not
know the consequences of these devices on healthcare utilization, cost, and outcomes. Recently, Apple
released the Apple Watch Series 4 as an FDA-cleared medical device. The device includes an alert for the
presence of atrial fibrillation (AF) and allows anyone to monitor their heart rhythm for the presence of AF. Apple
has an enormous global audience, and the number of people who will use this (and other similar devices) to
self-diagnose or monitor AF will be substantial. On one hand, the device may allow new diagnoses that result
in treatment, improved quality of life, fewer AF related complications. On the other hand, the device may result
in false positives in otherwise healthy people, resulting in more testing and treatments with associated harms.
In fact, the U.S. Preventative Task Force recommends against routine surveillance for AF in the general
population, citing lack of evidence and possible harm. We have an urgent need for a population-based
infrastructure to ensure that technologies entering the market as medical devices are beneficial and safe.
The overall goal of this project is to measure the uptake and effect of the Apple Watch 4 release on
healthcare utilization among first-time and known AF patients. Dr. Shah is an early stage investigator with a
K08 Career Development Award from the NHLBI. As part of the K08, she has developed a detailed cohort of
contemporary AF patients, including clinical notes. Along with a team, she will use real world data, as proposed
by the FDA, to generate evidence about risks and benefits of consumer-driven AF detection. She will use
natural language processing to leverage the notes and identify AF patients who seek care due to the medical
device, and evaluate downstream healthcare utilization, such as additional clinic visits, cardioversions,
additional remote monitoring, and cost. The goals of this project will be accomplished through the following
Specific Aims: 1) Estimate the proportion of first-time AF patient visits attributable to a mobile device before
and after FDA clearance of the Apple Watch 4, and characterize device accuracy and downstream healthcare
utilization in this population; and 2) Evaluate healthcare utilization patterns among prevalent AF patients who
use mobile devices with AF alerts.
In 2017, Apple sold 17.7 million smart watches, in a device market that continues to grow. Extrapolating
from prior annual sales and conservatively assuming a 5% increase in users each year, almost 60 million
people will have an Apple Watch by the end of 2020 (not accounting for non-Apple devices with similar
functionality). Thus, even in this short period of time, uptake will be substantial and warrant immediate
feedback. The results of this project will provide preliminary data for a long-term, multicenter study that
evaluates the benefits (improved quality of life, fewer strokes) and harms (increased treatment complications,
increased cost) of consumer-driven AF detection.
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Healthcare Impact of Consumer-Driven Atrial Fibrillation Detection
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批准号:9980996
-
项目类别:
-
资助金额:$7.63万
-
财政年份:2019
-
负责人:Rashmee U. Shah
-
依托单位:
Improving Cardiovascular Drug Safety With Automated Bleeding Classification
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批准号:9899862
-
项目类别:
-
资助金额:$16.31万
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财政年份:2017
-
负责人:Rashmee U. Shah
-
依托单位:
海外基金