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 OUTCOMEComparative Effectiveness of New Approaches to Improve Mortality Risk Models From Medicare Claims Data
Krumholz HM, Coppi AC, Warner F, Triche EW, Li SX, Mahajan S, Li Y, Bernheim SM, Grady J, Dorsey K, Lin Z, Normand ST. Comparative Effectiveness of New Approaches to Improve Mortality Risk Models From Medicare Claims Data. JAMA Network Open 2019, 2: e197314. PMID: 31314120, PMCID: PMC6647547, DOI: 10.1001/jamanetworkopen.2019.7314.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionICD-9-CM codesMortality risk modelHeart failureHospital admissionC-statisticMAIN OUTCOMEMortality rateRisk-standardized mortality ratesHospital risk-standardized mortality ratesIndex admission diagnosisPatients 65 yearsDays of hospitalizationComparative effectiveness studiesClaims-based dataHospital-level performance measuresMedicare claims dataPatient-level modelsCMS modelRisk-adjustment modelsRisk modelHospital performance measuresAdmission diagnosisNinth RevisionMyocardial infarction
2018
Admission diagnoses among patients with heart failure: Variation by ACO performance on a measure of risk-standardized acute admission rates
Benchetrit L, Zimmerman C, Bao H, Dharmarajan K, Altaf F, Herrin J, Lin Z, Krumholz HM, Drye EE, Lipska KJ, Spatz ES. Admission diagnoses among patients with heart failure: Variation by ACO performance on a measure of risk-standardized acute admission rates. American Heart Journal 2018, 207: 19-26. PMID: 30404047, DOI: 10.1016/j.ahj.2018.09.006.Peer-Reviewed Original ResearchMeSH KeywordsAccountable Care OrganizationsAgedAlgorithmsAnalysis of VarianceCardiovascular DiseasesComorbidityFemaleHeart FailureHospitalizationHumansInternational Classification of DiseasesMaleMedicare Part AMedicare Part BPatient AdmissionPatient DischargePatient-Centered CareSex DistributionTime FactorsUnited StatesConceptsHeart failureAccountable care organizationsMean admission rateAdmission ratesAdmission typeAcute admission ratesNoncardiovascular conditionsAdmission diagnosisCause admission ratesMedicare Shared Savings Program Accountable Care OrganizationsRate of hospitalizationPrincipal discharge diagnosisProportion of admissionsType of admissionNoncardiovascular causesHF admissionsHF patientsPerson yearsDischarge diagnosisPatient populationPatientsAdmissionKey quality metricDiagnosisSubstantial proportion
2016
Comparative Effectiveness of Generic Atorvastatin and Lipitor® in Patients Hospitalized with an Acute Coronary Syndrome
Jackevicius CA, Tu JV, Krumholz HM, Austin PC, Ross JS, Stukel TA, Koh M, Chong A, Ko DT. Comparative Effectiveness of Generic Atorvastatin and Lipitor® in Patients Hospitalized with an Acute Coronary Syndrome. Journal Of The American Heart Association 2016, 5: e003350. PMID: 27098970, PMCID: PMC4859299, DOI: 10.1161/jaha.116.003350.Peer-Reviewed Original ResearchConceptsGeneric atorvastatinACS hospitalizationSecondary outcomesClinical effectivenessAcute coronary syndrome hospitalizationPopulation-based cohort studyNew-onset diabetesAcute coronary syndromeDays of dischargePrespecified subgroup analysisPropensity-matched pairsInfrequent side effectsBrand-name medicationsSignificant differencesHealth care plansRecurrent ACSAdmission diagnosisAtorvastatin doseCardiovascular outcomesCoronary syndromeCohort studyRenal failureHeart failurePrimary outcomeMean age
2014
Readmissions after Hospitalization for Heart Failure, Acute Myocardial Infarction, or Pneumonia among Young and Middle-Aged Adults: A Retrospective Observational Cohort Study
Ranasinghe I, Wang Y, Dharmarajan K, Hsieh AF, Bernheim SM, Krumholz HM. Readmissions after Hospitalization for Heart Failure, Acute Myocardial Infarction, or Pneumonia among Young and Middle-Aged Adults: A Retrospective Observational Cohort Study. PLOS Medicine 2014, 11: e1001737. PMID: 25268126, PMCID: PMC4181962, DOI: 10.1371/journal.pmed.1001737.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionMiddle-aged adultsTiming of readmissionHeart failureReadmission ratesAMI cohortReadmission diagnosesHF cohortReadmission riskMyocardial infarctionAge groupsRetrospective observational cohort studyIndex admission diagnosisObservational cohort studySimilar risk patternNon-cardiac diagnosisPneumonia cohortAdmission diagnosisElderly patientsCohort studyPatient characteristicsPrimary outcomePayer statusReadmissionHospitalization
2006
Delay in the Diagnosis of Acute Myocardial Infarction: Effect on Quality of Care and Its Assessment
Graff LG, Wang Y, Borkowski B, Tuozzo K, Foody JM, Krumholz HM, Radford MJ. Delay in the Diagnosis of Acute Myocardial Infarction: Effect on Quality of Care and Its Assessment. Academic Emergency Medicine 2006, 13: 931-938. PMID: 16894002, DOI: 10.1197/j.aem.2006.04.016.Peer-Reviewed Original ResearchMeSH KeywordsAdrenergic beta-AntagonistsAge DistributionAgedAged, 80 and overAngina, UnstableAspirinCohort StudiesConnecticutEvidence-Based MedicineFemaleFibrinolytic AgentsHumansMaleMyocardial InfarctionPatient AdmissionQuality Assurance, Health CareQuality of Health CareRetrospective StudiesTime FactorsConceptsAcute myocardial infarctionAdmission diagnosisBeta blockersQuality of careMyocardial infarctionDiagnosis of AMICharacteristics of patientsPercutaneous coronary interventionPrincipal discharge diagnosisEvidence-based therapiesRate of administrationCoronary interventionCardiac catheterizationDischarge diagnosisPrincipal diagnosisFrequency of delaysDischarge statusPatient careAdmissionAMI diagnosisPatientsDiagnosisMedicare casesCareInfarction
2004
Delay in diagnosis of acute myocardial infarction: Increasingly common, lower quality of care
Graff L, Wang Y, Foody J, Meehan T, Tuozzo K, Krumholz H, Radford M. Delay in diagnosis of acute myocardial infarction: Increasingly common, lower quality of care. Annals Of Emergency Medicine 2004, 44: s46. DOI: 10.1016/j.annemergmed.2004.07.151.Peer-Reviewed Original ResearchAcute myocardial infarctionQuality of careDiagnosis of AMIUnstable anginaMyocardial infarctionAMI casesPossible acute myocardial infarctionCoronary artery diseaseMedical record abstractionPrincipal discharge diagnosisSecondary diagnosis codesAMI dischargeDischarge therapyAdmission diagnosisComorbidity scoreArtery diseasePatient characteristicsComorbid conditionsRecord abstractionAcute careDischarge diagnosisDiagnosis codesAnginaAMI diagnosisCare measurement