2024
Applying Machine Learning Approach to Explore Childhood Circumstances and Self-Rated Health in Old Age — China and the US, 2020–2021
Huo S, Feng D, Gill T, Chen X. Applying Machine Learning Approach to Explore Childhood Circumstances and Self-Rated Health in Old Age — China and the US, 2020–2021. China CDC Weekly 2024, 6: 213-218. PMID: 38532746, PMCID: PMC10961215, DOI: 10.46234/ccdcw2024.043.Peer-Reviewed Original ResearchSelf-rated healthSenior healthChildhood circumstancesPromote health equityEarly-life interventionsHealth equityChina HealthChildhood healthRetirement StudyHealthSelf-ratingsAging populationFinancial statusChinese participantsAge ChinaConditional inference treesChildhoodOut-of-sample mean squared errorsInterventionParticipantsRegional differencesUSStatusInference treesRetirement
1996
Impairments in Physical Performance and Cognitive Status as Predisposing Factors for Functional Dependence Among Nondisabled Older Persons
Gill T, Williams C, Richardson E, Tinetti M. Impairments in Physical Performance and Cognitive Status as Predisposing Factors for Functional Dependence Among Nondisabled Older Persons. The Journals Of Gerontology Series A 1996, 51A: m283-m288. PMID: 8914500, DOI: 10.1093/gerona/51a.6.m283.Peer-Reviewed Original ResearchConceptsCognitive statusPhysical performanceOlder personsCommunity-living older adultsSlow functional declineWorse physical performanceCommunity-living adultsComplete outcome dataChronic conditionsPredisposing factorsFunctional declineDaily livingOutcome dataCognitive testingOlder adultsImpairmentRiskProbability sampleSubjectsStatusAdultsYearsComprehensive assessmentSimilar resultsFollow