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Original Research

Impact of missing data mechanism on the estimate of change: a case study on cognitive function and polypharmacy among older persons

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Pages 169-180 | Published online: 04 Feb 2015

References

  • MaherRLJrHanlonJTHajjarERClinical consequences of polyp-harmacy in elderlyExpert Opin Drug Saf2014131576524073682
  • JyrkkäJEnlundHLavikainenPSulkavaRHartikainenSAssociation of polypharmacy with nutritional status, functional ability and cognitive capacity over a three-year period in an elderly populationPharmacoepidemiol Drug Saf201020551452221308855
  • ReijndersJvan HeugtenCvan BoxtelMCognitive interventions in healthy older adults and people with mild cognitive impairment: a systematic reviewAgeing Res Rev201312126327522841936
  • PattersonSMHughesCKerseNCardwellCRBradleyMCInterventions to improve the appropriate use of polypharmacy for older peopleCochrane Database of Syst Rev20125CD00816522592727
  • ClyneBBradleyMCHughesCFaheyTLapaneKLElectronic prescribing and other forms of technology to reduce inappropriate medication use and polypharmacy in older people: a review of current evidenceClin Geriatr Med201228230132222500545
  • CaraccioloBPalmerKMonasteroRWinbladBBäckmanLFratiglioniLOccurrence of cognitive impairment and dementia in community: A 9-year-long prospective studyNeurology20087019 Pt 21778178518184916
  • DiehrPLee JohnsonLLAccounting for missing data in end-of-life researchJ Palliat Med20058Suppl 1S50S5716499469
  • FolsteinMFFolsteinSEMcHughPR“Mini-Mental State”: a practical method for grading the cognitive state of patients for the clinicianJ Psychiatr Res19751231891981202204
  • Muniz-TerreraGMatthewsFDeningTHuppertFABrayneCCC75C GroupEducation and trajectories of cognitive decline over 9 years in very old people: methods and risk analysisAge Ageing200938327728219252209
  • SmallBJBäckmanLLongitudinal trajectories of cognitive change in preclinical Alzheimer’s disease: a growth mixture modeling analysisCortex200743782683417941341
  • Jacqmin-GaddaHCommengesDFabrigouleCDartiguesJFA 5-year longitudinal study of the Mini-Mental State Examination in normal agingAm J Epidemiol199714564985069063339
  • Muniz-TerreraGMatthewsFBrayneCA comparison of parametric models for the investigation of the shape of cognitive change in the older populationBMC Neurol200881618485192
  • LapiFPozziCMazzagliaGEpidemiology of suboptimal prescribing in older, community dwellers: a two-wawe, population-based survey in Dicomano, ItalyDrugs Aging200926121029103819929030
  • JyrkkäJVartuainenLHartikainenSSulkavaREnlundHIncreasing use of medicines in elderly persons: a five-year follow-up of the Kuopio 75+ StudyEur J Clin Pharmacol200662215115816408226
  • LinjakumpuTHartikainenSKlaukkaTVeijolaJKiveläSLIsoahoRUse of medications and polypharmacy are increasing among the elderlyJ Clin Epidemiol200255880981712384196
  • JylhäMTen-year change in the use of medical drugs among the elderly – a longitudinal study and cohort comparisonJ Clin Epidemiol199447169798283196
  • StewardRBMooreMTMayFEMarksRGHaleWEA longitudinal evaluation of drug use in ambulatory elderly populationJ Clin Epidemiol19914412135313591753266
  • DigglePKenwardMInformative drop-out in longitudinal data analysis (with discussion)Appl Stat19944314993
  • HoganJWLairdNMModel-based approaches to analysing incomplete longitudinal and failure time dataStat Med1997161–32592729004396
  • MolenberghsGVerbekeGA review of linear mixed models for longitudinal data, possibly subject to dropoutStatistical Modelling20011235269
  • EndersCKMissing not at random models for latent growth curve analysesPsychol Methods20111611621381816
  • MuthénBAsparouhovTHunterALeuchterAGrowth modeling with non-ignorable dropout: alternative analyses of the STAR*D Antidepressant TrialPsychol Methods2011161173321381817
  • statmodel.com [homepage on the Internet]MuthénLKMuthénBOMplus Version 6 (1998–2010) [updated April 25, 2010; cited September 16, 2010]. Available from: http://www.statmodel.comAccessed November 14, 2014
  • MuthénLKMuthénBOMplus User’s GuideSixth EditionLos Angeles, CAMuthén and Muthén19982010
  • LampelaPHartikainenSSulkavaRHuupponenRAdverse drugs effects in elderly people – a disparity between clinical examination and adverse effects self-reported by the patientEur J Clin Pharmacol200763550951517351768
  • HiitolaPEnlundHKettunenRSulkavaRHartikainenSPostural changes in blood pressures and prevalence of orthostatic hypotension among the home-dwelling elderly aged 75 years or olderJ Hum Hypertens2009231333918650837
  • RikalaMHartikainenSSulkavaRKorhonenMValidity of the Finnish Prescription Register for measuring psychotropic drug exposures among elderly Finns – a population-based intervention studyDrugs Aging201027433734920359263
  • DufouilCBrayneCClaytonDAnalysis of longitudinal studies with death and dropout: a case studyStat Med200423142215222615236426
  • JyrkkäJEnlundHKorhonenMJSulkavaRHartikainenSPolypharmacy status as an indicator for mortality in an elderly populationDrugs Aging200926121039104819929031
  • EspinoDVBazalduaOVPalmerRFSuboptimal medication use and mortality in an older adult community-based cohort: Results from the Hispanic EPESE studyJ Gerontol A Biol Sci Med Sci200661217017516510861
  • RubinDBInference and missing dataBiometrika1976633581592
  • LittleRJModeling the drop-out mechanism in repeated-measures studiesJ Am Stat Assoc19959011121121
  • MuthénBOKhooSTLongitudinal studies of achievement growth using latent variable modelingLearn Individ Differ19981073101
  • AunolaKLeskinenEOnatsu-ArvilommiTNurmiJEThree methods for studying developmental change: A case of reading skills and self-conceptBr J Educ Psychol200272Pt 334336412396310
  • BastJReitsmaPMatthew effects in reading: A comparison of latent growth curve models and simplex models with structured meansMultivariate Behav Res1997322135167
  • JöreskogKGEstimation and testing of simplex modelsBr J Math Stat Psychol197023121145
  • BrowneKACudeckRAlternative ways of assessing model fitBollenKALongJSTesting Structural Equation ModelsNewbury Park, CASage1993136162
  • MarshHWBallaJRHauKTAn evaluation of incremental fit indices: A clarification of mathematical and empirical processesMarcoulidesGASchumackerREAdvanced Structural Equation Modelling TechniquesHillsdale, NJErlbaum1996315353
  • SatorraAScaled and adjusted restricted tests in multi-sample analysis of moment structuresHeijmansRDHPollockDSGSatorraAInnovations in Multivariate Statistical AnalysisA Festschrift for Heinz NeudeckerLondonKluwer Academic Publishers2000233247
  • statmodel.com [homepage on the Internet]Chi-Square Difference Testing Using the Satorra-Bentler Scaled Chi-Square Available from: http://www.statmodel.com/chidiff.shtmlAccessed November 14, 2014
  • SchaferJLGrahamJWMissing data: our view of the state of the artPsychol Methods20027214717712090408
  • CollinsLMSchaferJLKamCMA comparison of inclusive and restrictive strategies in modern missing-data proceduresPsychol Methods20016433035111778676
  • KenwardMGMolenberghsGParametric models for incomplete continuous and categorical longitudinal dataStat Methods Med Res199981518310347860
  • DanielsMJHoganJWMissing Data in Longitudinal Studies: Strategies for Bayesian Modeling and Sensitivity AnalysisCRC Press2008
  • GaoSA shared random effect parameter approach for longitudinal dementia data with non-ignorable missing dataStat Med200423221121914716723
  • BeunckensCMolenberghsGVerbekeGMallinckrodtCA latent-class mixture model for incomplete longitudinal Gaussian dataBiometrics20086419610517608789