Developing a Personalized and Culturally Responsive Virtual Coach to Engage Persons with Alzheimer's Disease and Related Dementias in Cognitive and Physical Activities
Developing a Personalized and Culturally Responsive Virtual Coach to Engage Persons with Alzheimer's Disease and Related Dementias in Cognitive and Physical Activities
批准号:
10699847
负责人:
Emily S. Wang
金额:
$50.0万
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:
未结题
起止时间:
2023-05-15 至 2025-04-30
关键词:
AccentActivities of Daily LivingAdherenceAffectAgeAlzheimer&aposs DiseaseAlzheimer&aposs disease related dementiaAmericanAppointmentArtificial IntelligenceAsianAsian AmericansBehavioral SymptomsBlack raceCaregiversCaringCharacteristicsCodeCognitionCognitiveComputersDementiaDevicesElderlyEthnic OriginEthnic PopulationEvidence based interventionFacebookFamilyFemaleFoodFoundationsGenderGenetic TranscriptionGeriatric PsychiatryGoalsHealthHearingHolidaysHumanImprove AccessIndividualInstructionIntakeInterventionInterviewJordanLanguageLatinxLifeMinorityMinority GroupsModelingModificationMotivationMusicNatural Language ProcessingPacific IslanderParticipantPeer ReviewPersonal SatisfactionPersonsPhasePhysical activityPositioning AttributeProviderPsychiatryPsychologyQuality of lifeRaceRandomizedReportingRobotSocial supportSoftware EngineeringSpecialistSpeechStructureSupport GroupsSystemTestingTextTimeTravelVisual AidWorkcaregiver stresscommercializationcostcultural competencedementia caredesignefficacy studyethnic diversityevidence baseexperienceimprovedlife historymalemicrophonenew technologypreferenceprototypepsychological symptomracial diversityracial populationrecruitremote health careresponseskillssocialspeech recognitionusabilityverbalvirtual coachweb app
中文摘要
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英文摘要
Project Summary
The number of Americans living with Alzheimer’s Disease and Related Dementias (ADRD) is estimated to
double to 13.8 million people by 2050, with minoritized individuals affected disproportionately. Cognitive,
physical, and social activities can improve quality of life, cognition, and behavioral and psychological
symptoms of dementia (BPSD), but access, engagement, and adherence are challenging. ADRD specialists
are expensive and inaccessible for daily support, especially for persons living with dementia (PL WD) from
minoritized backgrounds who cannot find culturally competent providers. Support groups do not provide
scalable, individualized, evidence-based skills or daily guidance, and caregivers are already overburdened
assisting with activities of daily living. Commercial solutions to support PLWD are not culturally responsive or
scalable for daily, affordable use. There is an increasingly unmet need for culturally relevant, accessible, and
scalable ADRD care. We are developing a personalized and culturally responsive virtual coaching platform to
engage and support PLWD in evidence-based cognitive and physical activities in order to enhance health and
well-being. Our novel technology leverages advances in Artificial Intelligence (AI) and Natural Language
Processing (NLP) to facilitate activities from peer-reviewed interventions at lower costs. In each session, an
avatar is used to guide and support the PLWD through evidence-based cognitive and physical activities. To
engage PLWD, our NLP-based system adapts the coach’s dialogue based on input shared by the PLWD and
their family on key aspects of the PLWD's life history and culture (e.g., favorite holidays, music genres, foods).
The avatar coach also has characteristics tailored to the PLWD’s preferences (e.g., race/ethnicity, gender,
age) and offers social support to encourage adherence with check-ins, praise, and motivational words. Our
user interface is designed for PLWD to easily speak to and see their personal virtual coach on a large-screen
device with a microphone and camera (e.g., iPad, computer). In Phase 1, we will develop a personalized and
culturally responsive virtual coach prototype that delivers evidence-based cognitive and physical activities and
test initial usability/feasibility for racially and ethnically diverse persons with mild ADRD and their caregivers.
By digitizing activities and increasing personal and cultural relevance, the coaching platform will support PLWD
and their caregivers by improving access, engagement, and adherence to evidence-based interventions to
enhance health and well-being.
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