ISimcha Technology Platform for Recruiting a Diverse Population of Older Adults into Clinical Trials
ISimcha Technology Platform for Recruiting a Diverse Population of Older Adults into Clinical Trials
批准号:
10761602
负责人:
Jamerson Brenda
金额:
$41.69万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
已结题
起止时间:
2023-08-15 至 2024-07-31
关键词:
AddressAfrican American populationArtificial IntelligenceBusinessesClinical TrialsCollaborationsCommunicationCommunitiesCommunity Health EducationComplexComputer softwareConsent FormsCuriositiesData SourcesDevelopmentEducationElderlyEnrollmentEthnic OriginFeedbackFosteringFundingGoalsGrantHealthHispanic PopulationsIndividualInternetInterventionInterviewLanguageLawsLongevityMachine LearningMaintenanceMedicalMedical AssistanceMedical EducationMedical ResearchMinorityMinority GroupsModelingMorbidity - disease rateNorth CarolinaOutcomePainParticipantPersonsPhasePopulationPopulation HeterogeneityPreparationRaceRacial EquityReadingRecordsResearchResourcesScienceSurveysSystemTechnologyTestingTheoretical modelThinkingTrainingTranslatingTranslationsTrustUnderrepresented MinorityUniversitiesWorkbehavior changeclinical trial enrollmentclinical trial participantclinical trial protocolclinical trial readinessclinical trial recruitmentcommunity based researchdesigndrug developmenteducation researchethnic minorityexperiencehealth disparityheuristicsinnovationinterestminority communitiesmobile applicationnovel therapeuticspoor health outcomeprospectiveprototyperacial minorityrecruitresearch and developmentsocial mediasuccesstechnology platformtoolusability
中文摘要
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英文摘要
Abstract
Underrepresentation of racial/ethnic minorities in clinical trials has been a long-standing
problem as African Americans and Hispanics make up less than 10% of participants in clinical
trials despite being approximately 30% of the US populations. As a result, minority
populations bear the burden of health disparities but do not usually benefit from recent
research advancements. Barriers to racial and ethnic underrepresentation in clinical trials
is complex, individualized, and requires a solution aimed at clinical trial readiness at the
participant level. iSimcha, LLC, a minority owned small business in North Carolina, is
developing a multitier platform to that addresses barriers to enrollment by individualizing each
participant’s clinical trial journey by aligning resources, education, and support specifically
where they are needed. The platform uniquely combines community based research and
medical education, a clinical trial finder application and plain language medical research
information automated through AI/ML tools. Our short term goal for the Phase 1 research is to
determine the design features, acceptance and usability of the clinical trial finder application.
Our long term goal is to demonstrate that success of our platform which uniquely combines
community medical research education driven via social media engagement with the ability to
find, understand and enroll in clinical trials. Phase 1 specific aims:
Aim 1- Define user needs and interests through design thinking sessions
The outcome of Aim 1 will be to identify features and technology to develop 3 unique personas
for user testing as is standard practice for design thinking and mobile app user testing.
Aim 2- Determine the usability based on user feedback and heuristic testing. Using the
personas that were generated based on Aim 1, prototyping and feedback will be done by user
interviews examining pain points, needs and mindset. Usability will be evaluated by system
usability score via two iterative user testing sessions to achieve a minimum score of 68.
Aim 3. Aim 3 – Evaluate and refine AI/ML programming for medical research lay language
translation. After training the model with lay data sources, the initial model will be iterated to
meet a criteria of least 75% of records are scored at a Flesch Reading Ease score of 70 or
above
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