grant
Developing a Novel Analytical Toolbox to Tackle Multifaceted Statistical Challenges in Analyzing Post-Fracture Recovery Trajectories in Older Adults with ADRD
Organization UNIVERSITY OF MARYLAND BALTIMORELocation BALTIMORE, UNITED STATESPosted 15 Aug 2024Deadline 30 Apr 2029
NIHUS FederalResearch GrantFY202565 and older65 or older65 years of age and older65 years of age or more65 years of age or older65+ years65+ years oldAD related dementiaADRDAddressAged 65 and OverAgingAlgorithmsAlzheimer's and related dementiasAlzheimer's dementia and related dementiaAlzheimer's dementia or related dementiaAlzheimer's disease and related dementiaAlzheimer's disease and related disordersAlzheimer's disease or a related dementiaAlzheimer's disease or a related disorderAlzheimer's disease or related dementiaAlzheimer's disease related dementiaAmerican Hospital AssociationAutomobile DrivingCaringCessation of lifeCharacteristicsClinicalCognitiveCommunitiesComplexDataData ScienceData SourcesDeathDeath RateDependenceDevelopmentDiagnosisElderlyExclusionFractureFutureGoalsHealthHealth Care FacilityHealth FacilitiesHealth Insurance for Aged and Disabled, Title 18Health Insurance for Disabled Title 18Health systemHeterogeneityHip FracturesHomeHospitalsIndividualInterdisciplinary ResearchInterdisciplinary StudyInterventionInvestigatorsJointsLeadLinkMachine LearningMedicareMedicare claimMethodologyMethodsModelingModernizationMultidisciplinary CollaborationMultidisciplinary ResearchOutcomeOutcome MeasureOutcomes ResearchPatient outcomePatient-Centered OutcomesPatient-Focused OutcomesPatientsPb elementPopulationPositionPositioning AttributePrecision carePublishingQOLQuality of lifeRecoveryResearchResearch PersonnelResearch ResourcesResearchersResource AllocationResourcesRiskStatistical BiasStatistical MethodsSubgroupSurvey InstrumentSurveysTitle 18VariantVariationWorkabove age 65advanced ageafter age 65age 65 and greaterage 65 and olderage 65 or olderageage in placeage of 65 years onwardaged 65 and greateraged 65+aged ≥65aging in placebone fracturecare facilitiescare givingcare partnercaregivingcaregiving partnercohortcomparative effectivenessconferenceconventioncopingcostdata collected in real worlddeath riskdesigndesigningdevelopmentaldisabilitydrivingexperiencefunctional independencegeriatrichealth insurance for disabledheavy metal Pbheavy metal leadhigh dimensional datahigh dimensionalityhigh riskhigh risk grouphigh risk individualhigh risk peoplehigh risk populationhomeshospital carehuman old age (65+)improvedindividualized careindividualized patient careindividualized predictionsinnovateinnovationinnovativeinsightmachine based learningmachine learned algorithmmachine learning algorithmmachine learning based algorithmmachine learning based methodmachine learning methodmachine learning methodologiesmeasurable outcomeminimal riskmortalitymortality ratemortality ratiomortality riskmulti-modalitymultidimensional datamultidimensional datasetsmultimodalityneglectnovelolder adultolder adulthoodoutcome measurementoutcome predictionover 65 yearspatient centeredpatient orientedpatient oriented outcomespatient subclasspatient subclusterpatient subgroupspatient subpopulationspatient subsetspatient subtypespersonalized carepersonalized health carepersonalized patient carepersonalized predictionspragmatic interventionprecision health carepro-agingprogeronicpromote agingrandomized, clinical trialsreal world datasenior citizenshared decision makingstatistic methodsstructured datasummitsymposiasymposiumtooltrenduptake≥65 years
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Project Summary/Abstract
Older adults diagnosed with ADRD are up to three Ɵmes more likely than cogniƟvely intact older adults to sustain a hip
fracture, and paƟents with ADRD have poorer funcƟonal outcomes, greater disability and dependency, and spend more
than 50 fewer days at home in the year aŌer fracture. However, this growing populaƟon is…
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