2019
Development and Testing of Improved Models to Predict Payment Using Centers for Medicare & Medicaid Services Claims Data
Krumholz HM, Warner F, Coppi A, Triche EW, Li SX, Mahajan S, Li Y, Bernheim SM, Grady J, Dorsey K, Desai NR, Lin Z, Normand ST. Development and Testing of Improved Models to Predict Payment Using Centers for Medicare & Medicaid Services Claims Data. JAMA Network Open 2019, 2: e198406. PMID: 31411709, PMCID: PMC6694388, DOI: 10.1001/jamanetworkopen.2019.8406.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionHeart failurePopulation-based programsPOA codesSingle diagnostic codeDiagnostic codesComparative effectiveness research studyPublic reportingIndex admission diagnosisDays of hospitalizationClinical Modification codesService claims dataAcute care hospitalsMultiple care settingsPatient-level modelsAdmission diagnosisTotal hospitalizationsCare hospitalPrevious diagnosisNinth RevisionMyocardial infarctionCandidate variablesCare settingsClaims dataMAIN OUTCOME
2014
STEMI Care in LMIC Obstacles and Opportunities
Murugiah K, Nuti SV, Krumholz HM. STEMI Care in LMIC Obstacles and Opportunities. Global Heart 2014, 9: 429-430. PMID: 25592797, PMCID: PMC5459383, DOI: 10.1016/j.gheart.2014.08.010.Commentaries, Editorials and Letters
2010
Geriatric Conditions and Subsequent Mortality in Older Patients With Heart Failure
Chaudhry SI, Wang Y, Gill TM, Krumholz HM. Geriatric Conditions and Subsequent Mortality in Older Patients With Heart Failure. Journal Of The American College Of Cardiology 2010, 55: 309-316. PMID: 20117435, PMCID: PMC2832791, DOI: 10.1016/j.jacc.2009.07.066.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overAgingAlzheimer DiseaseFemaleHeart FailureHumansMaleMobility LimitationModels, TheoreticalPrognosisRisk FactorsConceptsLong-term mortalityGeriatric conditionsNet reclassification improvementMobility disabilityOlder patientsReclassification improvementRisk factorsMultivariable logistic regression modelHeart failure hospitalizationIndependent risk factorTraditional risk factorsMedical record dataFinal multivariable modelYears of ageLogistic regression modelsFailure hospitalizationTerm mortalityHeart failureIndependent predictorsPrognostic importanceMean ageMultivariable modelMedicare beneficiariesMortality rateSubsequent mortality
2006
A Taxonomy for Disease Management
Krumholz HM, Currie PM, Riegel B, Phillips CO, Peterson ED, Smith R, Yancy CW, Faxon DP. A Taxonomy for Disease Management. Circulation 2006, 114: 1432-1445. PMID: 16952985, DOI: 10.1161/circulationaha.106.177322.Peer-Reviewed Original ResearchMeSH KeywordsCardiologyCase ManagementClinical ProtocolsComorbidityDelivery of Health CareDepressionDiabetes MellitusDisease ManagementHeart FailureInterdisciplinary CommunicationMedicareModels, TheoreticalOutcome and Process Assessment, Health CarePatient Care ManagementPatient Care TeamPatient Education as TopicPatient SelectionRisk FactorsSocieties, MedicalTerminology as TopicConceptsDisease management programsDisease management interventionsHeart failureDisease managementHealthcare providersTerms heart failureLevel of comorbidityMedical resource utilizationHome-based programPatient-centered measuresSystematic MEDLINE searchDuration of exposureHealthcare delivery systemSecondary outcomesClinical outcomesPatient populationPostacute careCaregiver burdenMedication managementStudy protocolChronic carePatient outcomesPatient educationWriting groupManagement interventions
1999
Mathematical Models and the Assessment of Performance in Cardiology
Krumholz H. Mathematical Models and the Assessment of Performance in Cardiology. Circulation 1999, 99: 2067-2069. PMID: 10217642, DOI: 10.1161/01.cir.99.16.2067.Peer-Reviewed Original Research