2022
GERONTOLOGIC BIOSTATISTICS: MERGING WITH DATA SCIENCE AND TOWARD PERSONALIZED MEDICINE
Shardell M, Murphy T, Allore H. GERONTOLOGIC BIOSTATISTICS: MERGING WITH DATA SCIENCE AND TOWARD PERSONALIZED MEDICINE. Innovation In Aging 2022, 6: 177-177. PMCID: PMC9770254, DOI: 10.1093/geroni/igac059.708.Peer-Reviewed Original ResearchStudy of older personsEpidemiology of agingHealth-related interventionsAssessment of healthHeterogeneity of treatment effectsOlder personsOlder adultsIndividual sessionsTreatment effectsOlder patientsMultifactorial naturePublished studiesData scienceSessionsMultiple streams of dataStreams of dataMultimodal approachPersonalized medicineProgressive deteriorationIntegration of data scienceBehavioral phenotypesPatientsAgeInteractive visualizationPractice
2015
Cognitive Aging Trajectories and Burdens of Disability, Hospitalization and Nursing Home Admission Among Community-living Older Persons
Han L, Gill TM, Jones BL, Allore HG. Cognitive Aging Trajectories and Burdens of Disability, Hospitalization and Nursing Home Admission Among Community-living Older Persons. The Journals Of Gerontology Series A 2015, 71: 766-771. PMID: 26511011, PMCID: PMC4888384, DOI: 10.1093/gerona/glv159.Peer-Reviewed Original ResearchConceptsNursing home admissionBurden of disabilityCommunity-living older personsHome admissionOlder personsGreater burdenCognitive trajectoriesMini-Mental State ExaminationCommunity-living personsCognitive aging trajectoriesNursing home placementPrecipitating Events ProjectLow incidence rateEquation Poisson modelsRapid cognitive declineBaseline cognitive functionAging trajectoriesGroup-based trajectory modelsThird of participantsADL disabilityHigher baseline cognitive functionInstrumental ADLIncidence rateDaily livingHospitalization
2010
Change in Disability After Hospitalization or Restricted Activity in Older Persons
Gill TM, Allore HG, Gahbauer EA, Murphy TE. Change in Disability After Hospitalization or Restricted Activity in Older Persons. JAMA 2010, 304: 1919-1928. PMID: 21045098, PMCID: PMC3124926, DOI: 10.1001/jama.2010.1568.Peer-Reviewed Original ResearchConceptsHazard ratioPhysical frailtySevere disabilityOlder personsMild disabilityMultivariable hazard ratiosProspective cohort studyCommunity-living personsFall-related injuriesGreater New HavenState of disabilityLikelihood of recoveryCohort studyAbsolute riskFrail individualsHospitalizationDaily livingNonfrail individualsRestricted activityInjuryTelephone interviewsFrailtyIllnessMonthsDisabilityTreatment of Death in the Analysis of Longitudinal Studies of Gerontological Outcomes
Murphy TE, Han L, Allore HG, Peduzzi PN, Gill TM, Lin H. Treatment of Death in the Analysis of Longitudinal Studies of Gerontological Outcomes. The Journals Of Gerontology Series A 2010, 66A: 109-114. PMID: 21030467, PMCID: PMC3011957, DOI: 10.1093/gerona/glq188.Peer-Reviewed Original ResearchConceptsFunctional disabilityOlder study populationStudy populationLongitudinal studyOlder personsCommunity-living older personsHealthy survivor effectLongitudinal outcomesSurvivor effectFunctional abilityDeathOutcomesDisabilityLongitudinal modelingTreatmentInformative censoringNoninformative censoringRapid declineStrong relationshipCohortPopulationPersonsStudySurvivorsDecedentsGerontologic Biostatistics: The Statistical Challenges of Clinical Research with Older Study Participants
Van Ness PH, Charpentier PA, Ip EH, Leng X, Murphy TE, Tooze JA, Allore HG. Gerontologic Biostatistics: The Statistical Challenges of Clinical Research with Older Study Participants. Journal Of The American Geriatrics Society 2010, 58: 1386-1392. PMID: 20533963, PMCID: PMC2918405, DOI: 10.1111/j.1532-5415.2010.02926.x.Peer-Reviewed Original ResearchTrajectories of Disability in the Last Year of Life
Gill TM, Gahbauer EA, Han L, Allore HG. Trajectories of Disability in the Last Year of Life. New England Journal Of Medicine 2010, 362: 1173-1180. PMID: 20357280, PMCID: PMC2877372, DOI: 10.1056/nejmoa0909087.Peer-Reviewed Original ResearchConceptsCourse of disabilityDisability trajectoriesOrgan failureAdvanced dementiaSudden deathOlder personsSevere disabilityCommunity-dwelling older personsTrajectories of disabilityLevel of disabilityCatastrophic disabilityEnd of lifeProgressive disabilityFunctional statusDeath certificatesCommon conditionBaseline assessmentPredominant trajectoriesMonthly interviewsDeathDisabilityLongitudinal studyDementiaFrailtyDecedents