Optimizing Usability of the Orally Rehydrate Children at Home Mobile Application - Optimize ORCAH
Optimizing Usability of the Orally Rehydrate Children at Home Mobile Application - Optimize ORCAH
批准号:
9906781
负责人:
Shawn Emery
金额:
$14.57万
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:
2019-09-18 至 2022-08-31
关键词:
Accident and Emergency departmentAcuteAddressAdoptedArchitectureAreaBusinessesCaregiversChildChildhoodClinicalClinical ResearchCollaborationsColoradoCritical IllnessDataDatabasesDeveloped CountriesDeveloping CountriesDiarrheaDoseEffectivenessEmergency Department PhysicianEmergency SituationEmergency department visitEnrollmentFosteringGastroenteritisGoalsHealthHealth Care CostsHealth Care VisitHome environmentHospital CostsHospitalsHourHouseholdIV FluidInterventionInterviewKnowledgeLiquid substanceMachine LearningMarketingMedicalMethodsMobile Health ApplicationNational Institute of Child Health and Human DevelopmentNotificationOralOral Rehydration TherapyOutcomePatientsPhaseProcessRehydrationsResearchResearch PersonnelScienceScientistSmall Business Technology Transfer ResearchSoftware EngineeringTarget PopulationsTechniquesTechnologyTestingUnited StatesUniversitiesUpdateUser-Computer Interfacebasecloud basedcommercial applicationcommercializationcomparative efficacycostevidence baseexperiencehandheld mobile deviceimprovedinformantinnovationiterative designmHealthmachine learning algorithmmobile applicationmodel developmentmortalitynovelpediatric emergencypediatric traumaprogramsprototypepublic health interventionrecruitsimulationsoftware developmenttreatment as usualurgent careusabilityuser centered design
中文摘要
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英文摘要
Project Summary/Abstract
Acute gastroenteritis (AGE)--infectious diarrhea—is a common condition that is costly in the US and high-
mortality in developing nations. The cornerstone of AGE management is oral rehydration therapy (ORT), an
evidence-based technique that has saved over 54 million lives in the 50 years since its introduction. The
problem we aim to address is ORT’s underuse in developed countries—specifically in the home setting. If
widely adopted, ORT could reduce 80% of AGE-related healthcare visits and costs among children, eliminating
1.3 million emergency department visits and $1.5 billion in hospital costs annually. The product of this Phase I
proposal is a minimum viable product of a mobile health application (app)--ORCAH (Orally Rehydrate
Children at Home)—that guides caregivers of dehydrated children through administering ORT in the home.
ORCAH's innovation is in the use of the mobile device's native functions for analytics, database parameters,
timers, notifications, and process state—for a novel aim: making ORT accessible in the home setting in
developed countries. We hypothesize we will achieve an effectiveness (percentage of ORT tasks completed)
of 80%. We will achieve our objective through 3 Aims: Aim 1. Use key informant interviews with card sort
testing to explicitly understand subjects’ prioritization of ORT workflow tasks and how to deliver these in a user-
centered design interface, and thereby develop the optimal information architecture of ORCAH. Aim 2. Perform
cycles of iterative, user-centered design using a synchronous remote platform to optimize the app’s usability.
Aim 3. Pilot test ORCAH in a simulation context to demonstrate the feasibility of conducting a trial of the app
using synchronous online methods. Based on the impact of ORT in developing settings, the gap presented by
the absence of an intervention for improving home ORT use in developing countries, and the match between
the key advantages of mobile health apps and the ORT underuse problem, we expect that the ORCAH app will
provide a usability-optimized, effective and efficient technology for supporting home ORT delivery that will
ultimately allow users to avoid costly and inconvenient ED visits. Objectives for Phase II include trialing
ORCAH’s efficacy compared to usual care and further developing ORCAH to include a cloud-based machine
learning algorithm that will continuously optimize the parameters of ORT dosing for each user based on patient-
generated data and will provide generalizable evidence about ORT dosing. The long-term goals are to further
develop the machine-learning functionalities to update best practices for ORT, and to develop ORCAH for
developing settings. The market for ORCAH—caregivers of children with AGE—represents a promising
commercial potential, as about 57.9 million children in the US experience an AGE episode annually of at least
24 hours duration. Data2Care’s commercialization strategy includes direct business-to-consumer marketing, as
well as co-marketing with business partners including after-hours advice centers, rehydration fluid companies
and urgent care centers.
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