2021
Prior Authorization, Copayments, and Utilization of Sacubitril/Valsartan in Medicare and Commercial Plans in Patients With Heart Failure With Reduced Ejection Fraction
Ozaki AF, Krumholz HM, Mody FV, Tran TT, Le QT, Yokota M, Jackevicius CA. Prior Authorization, Copayments, and Utilization of Sacubitril/Valsartan in Medicare and Commercial Plans in Patients With Heart Failure With Reduced Ejection Fraction. Circulation Cardiovascular Quality And Outcomes 2021, 14: e007665. PMID: 34465124, DOI: 10.1161/circoutcomes.120.007665.Peer-Reviewed Original ResearchConceptsSacubitril/valsartanSacubitril/valsartan useInsurance plan typeReduced ejection fractionHeart failureEjection fractionValsartan useCommercial plansNew York Heart Association classPA criteriaReduced ejection fraction patientsReduced ejection fraction populationPlan typeEjection fraction patientsMedicare plansEjection fraction populationCross-sectional studyProportion of plansPrescription copaymentsAssociation classCopayment amountPrimary outcomeClinical outcomesPlan populationMore prescriptionsOut‐of‐pocket Annual Health Expenditures and Financial Toxicity from Healthcare Costs in Patients with Heart Failure in the United States
Wang SY, Valero‐Elizondo J, Ali H, Pandey A, Cainzos‐Achirica M, Krumholz HM, Nasir K, Khera R. Out‐of‐pocket Annual Health Expenditures and Financial Toxicity from Healthcare Costs in Patients with Heart Failure in the United States. Journal Of The American Heart Association 2021, 10: e022164. PMID: 33998273, PMCID: PMC8483501, DOI: 10.1161/jaha.121.022164.Peer-Reviewed Original ResearchConceptsGreater risk-adjusted oddsRisk-adjusted oddsHeart failureMedical Expenditure Panel SurveyCatastrophic financial burdenPocket healthcare expensesHigh financial burdenFinancial toxicityHealthcare expensesFinancial burdenHealthcare costsCatastrophic burdenMajor public health burdenLow-income familiesBackground Heart failurePublic health burdenInsurance premiumsPanel SurveyPocket healthcare costsAnnual health expenditureWorld Health OrganizationConclusions PatientsHealth insurance premiumsPocket healthcare expenditureHealth burden
2020
Association Between Medicare Expenditures and Adverse Events for Patients With Acute Myocardial Infarction, Heart Failure, or Pneumonia in the United States
Wang Y, Eldridge N, Metersky ML, Sonnenfeld N, Rodrick D, Fine JM, Eckenrode S, Galusha DH, Tasimi A, Hunt DR, Bernheim SM, Normand ST, Krumholz HM. Association Between Medicare Expenditures and Adverse Events for Patients With Acute Myocardial Infarction, Heart Failure, or Pneumonia in the United States. JAMA Network Open 2020, 3: e202142. PMID: 32259263, PMCID: PMC7139276, DOI: 10.1001/jamanetworkopen.2020.2142.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionMedicare Patient Safety Monitoring SystemAdverse event ratesAdverse eventsHeart failureMedicare expendituresService patientsMyocardial infarctionMedicare feeEvent ratesHigher adverse event ratesCare expendituresRisk-standardized ratesPatients 65 yearsAdverse event dataAcute care hospitalsCross-sectional studyFinal study sampleInpatient care expendituresRate of occurrenceDates of analysisPatient characteristicsCare hospitalMean ageInpatient careBurden and Consequences of Financial Hardship From Medical Bills Among Nonelderly Adults With Diabetes Mellitus in the United States
Caraballo C, Valero-Elizondo J, Khera R, Mahajan S, Grandhi GR, Virani SS, Mszar R, Krumholz HM, Nasir K. Burden and Consequences of Financial Hardship From Medical Bills Among Nonelderly Adults With Diabetes Mellitus in the United States. Circulation Cardiovascular Quality And Outcomes 2020, 13: e006139. PMID: 32069093, DOI: 10.1161/circoutcomes.119.006139.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAge FactorsBlack or African AmericanComorbidityCost of IllnessCross-Sectional StudiesDiabetes MellitusFemaleFinancing, PersonalFood SupplyHealth Care CostsHealth Care SurveysHealth ExpendituresHealth Services AccessibilityHumansIncomeMaleMedically UninsuredMiddle AgedPatient ComplianceRisk AssessmentRisk FactorsUnited StatesYoung AdultConceptsDiabetes mellitusMedical billsHigher oddsMedical careNational Health Interview Survey dataHealth Interview Survey dataCost-related medication nonadherenceHigher comorbidity burdenCost-related nonadherenceSelf-reported diagnosisNon-Hispanic blacksInterview Survey dataFinancial hardshipMedication nonadherenceMean ageNonmedical needsHigh prevalenceMellitusMultivariate analysisPocket expenditureFood insecurityNonadherenceHigh financial distressPatientsAdults
2019
Association of in-hospital resource utilization with post-acute spending in Medicare beneficiaries hospitalized for acute myocardial infarction: a cross-sectional study
Nuti SV, Li SX, Xu X, Ott LS, Lagu T, Desai NR, Murugiah K, Duan M, Martin J, Kim N, Krumholz HM. Association of in-hospital resource utilization with post-acute spending in Medicare beneficiaries hospitalized for acute myocardial infarction: a cross-sectional study. BMC Health Services Research 2019, 19: 190. PMID: 30909904, PMCID: PMC6432744, DOI: 10.1186/s12913-019-4018-0.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionMyocardial infarctionPost-acute care costsPost-acute care utilizationOverall episode costsPremier Healthcare DatabaseHospital resource utilizationStudy of patientsCross-sectional studyGreater resource utilizationPost-acute periodHigh cost tertilesHigh-cost hospitalsHospital meanResultsAmong patientsReadmission ratesCare utilizationHospitalization costsEpisode costsMedicare feeTertileMedicare beneficiariesMortality rateHealthcare databasesService beneficiariesFinancial Hardship From Medical Bills Among Nonelderly U.S. Adults With Atherosclerotic Cardiovascular Disease
Valero-Elizondo J, Khera R, Saxena A, Grandhi GR, Virani SS, Butler J, Samad Z, Desai NR, Krumholz HM, Nasir K. Financial Hardship From Medical Bills Among Nonelderly U.S. Adults With Atherosclerotic Cardiovascular Disease. Journal Of The American College Of Cardiology 2019, 73: 727-732. PMID: 30765039, DOI: 10.1016/j.jacc.2018.12.004.Peer-Reviewed Original Research
2018
Association of the Overall Well-being of a Population With Health Care Spending for People 65 Years of Age or Older
Riley C, Roy B, Herrin J, Spatz ES, Arora A, Kell KP, Rula EY, Krumholz HM. Association of the Overall Well-being of a Population With Health Care Spending for People 65 Years of Age or Older. JAMA Network Open 2018, 1: e182136. PMID: 30646154, PMCID: PMC6324481, DOI: 10.1001/jamanetworkopen.2018.2136.Peer-Reviewed Original ResearchConceptsMedicare FFS beneficiariesPeople 65 yearsHealth care spendingFFS beneficiariesCare spendingPopulation-based cross-sectional studyLower health care spendingHealth care system capacityCross-sectional studyHealth care systemPopulation levelPayment modelsCare payment modelsHighest quintileInverse associationStudy interventionMAIN OUTCOMEMedicare feeMedicare beneficiariesUS national studyOverall healthMedian household incomeBeing IndexCare systemDemographic characteristicsAssociation of Out-of-Pocket Annual Health Expenditures With Financial Hardship in Low-Income Adults With Atherosclerotic Cardiovascular Disease in the United States
Khera R, Valero-Elizondo J, Okunrintemi V, Saxena A, Das SR, de Lemos JA, Krumholz HM, Nasir K. Association of Out-of-Pocket Annual Health Expenditures With Financial Hardship in Low-Income Adults With Atherosclerotic Cardiovascular Disease in the United States. JAMA Cardiology 2018, 3: 729-738. PMID: 29971325, PMCID: PMC6143078, DOI: 10.1001/jamacardio.2018.1813.Peer-Reviewed Original ResearchConceptsCatastrophic financial burdenLow-income familiesPocket health care expensesHigh financial burdenMedical Expenditure Panel SurveyHealth care expensesFamily incomeFinancial burdenPanel SurveyHealth expensesMean annual family incomePocket expensesCare expensesFinancial hardshipAtherosclerotic cardiovascular diseaseLow incomePocket health expensesAssociation of OutAnnual family incomeFederal poverty limitHigh-income familiesAnnual health expenditureLow-income adultsInsurance premiumsHealth expenditureNational Trends in Nonstatin Use and Expenditures Among the US Adult Population From 2002 to 2013: Insights From Medical Expenditure Panel Survey
Salami JA, Warraich HJ, Valero‐Elizondo J, Spatz ES, Desai NR, Rana JS, Virani SS, Blankstein R, Khera A, Blaha MJ, Blumenthal RS, Katzen BT, Lloyd‐Jones D, Krumholz HM, Nasir K. National Trends in Nonstatin Use and Expenditures Among the US Adult Population From 2002 to 2013: Insights From Medical Expenditure Panel Survey. Journal Of The American Heart Association 2018, 7: e007132. PMID: 29358195, PMCID: PMC5850149, DOI: 10.1161/jaha.117.007132.Peer-Reviewed Original ResearchAdultAgedAtherosclerosisDatabases, FactualDrug CostsDrug PrescriptionsDyslipidemiasFemaleHealth Care SurveysHealth ExpendituresHealthcare DisparitiesHumansHydroxymethylglutaryl-CoA Reductase InhibitorsHypolipidemic AgentsLongitudinal StudiesMaleMedically UninsuredMiddle AgedPractice Patterns, Physicians'Racial GroupsRetrospective StudiesRisk FactorsSex FactorsSocioeconomic FactorsTime FactorsTreatment OutcomeUnited States
2017
Burden of Catastrophic Health Expenditures for Acute Myocardial Infarction and Stroke Among Uninsured in the United States
Khera R, Hong JC, Saxena A, Arrieta A, Virani SS, Blankstein R, de Lemos JA, Krumholz HM, Nasir K. Burden of Catastrophic Health Expenditures for Acute Myocardial Infarction and Stroke Among Uninsured in the United States. Circulation 2017, 137: 408-410. PMID: 29133601, PMCID: PMC5780190, DOI: 10.1161/circulationaha.117.030128.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultFemaleHealth Care CostsHealth ExpendituresHealth Services AccessibilityHospital ChargesHospital CostsHumansIncomeMaleMedically UninsuredMiddle AgedMyocardial InfarctionPatient Protection and Affordable Care ActProcess Assessment, Health CareStrokeTime FactorsUnited StatesYoung AdultQuality of Care in the United States Territories, 1999–2012
Nuti SV, Wang Y, Masoudi FA, Nunez-Smith M, Normand ST, Murugiah K, Rodríguez-Vilá O, Ross JS, Krumholz HM. Quality of Care in the United States Territories, 1999–2012. Medical Care 2017, 55: 886-892. PMID: 28906314, PMCID: PMC6482857, DOI: 10.1097/mlr.0000000000000797.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionHeart failureHospitalization ratesMedicare beneficiariesMortality rateService Medicare beneficiariesQuality of careRecent study periodPneumonia hospitalizationsMyocardial infarctionPatient outcomesMillions of AmericansMedicare feeHealth outcomesPneumoniaService beneficiariesHospital reimbursementUnique beneficiariesHealth equityStudy periodPatient paymentsInpatient paymentsHealth careMortalityCarePatient–Provider Communication and Health Outcomes Among Individuals With Atherosclerotic Cardiovascular Disease in the United States
Okunrintemi V, Spatz ES, Di Capua P, Salami JA, Valero-Elizondo J, Warraich H, Virani SS, Blaha MJ, Blankstein R, Butt AA, Borden WB, Dharmarajan K, Ting H, Krumholz HM, Nasir K. Patient–Provider Communication and Health Outcomes Among Individuals With Atherosclerotic Cardiovascular Disease in the United States. Circulation Cardiovascular Quality And Outcomes 2017, 10: e003635. PMID: 28373270, DOI: 10.1161/circoutcomes.117.003635.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAspirinAtherosclerosisCommunicationEmergency Service, HospitalFemaleHealth Care CostsHealth Care SurveysHealth ExpendituresHealth StatusHumansHydroxymethylglutaryl-CoA Reductase InhibitorsLength of StayMaleMental HealthMiddle AgedOdds RatioPatient Reported Outcome MeasuresPatient-Centered CarePhysician-Patient RelationsPlatelet Aggregation InhibitorsQuality Indicators, Health CareRisk FactorsUnited StatesYoung AdultConceptsAtherosclerotic cardiovascular diseasePatient-provider communicationHealthcare resource utilizationPatient-reported outcomesCardiovascular diseaseHealth Plans SurveyMedical Expenditure Panel Survey cohortHigher annual healthcare expendituresRepresentative US adult populationHealthcare expendituresAtherosclerotic cardiovascular disease (ASCVD) patientsConsumer AssessmentEmergency room visitsEvidence-based therapiesAnnual healthcare expendituresCardiovascular disease patientsUS adult populationPlans SurveyMental health statusPatient-centered careOutcomes of interestASA useHospital stayRoom visitsPoor outcome
2016
Accounting For Patients’ Socioeconomic Status Does Not Change Hospital Readmission Rates
Bernheim SM, Parzynski CS, Horwitz L, Lin Z, Araas MJ, Ross JS, Drye EE, Suter LG, Normand SL, Krumholz HM. Accounting For Patients’ Socioeconomic Status Does Not Change Hospital Readmission Rates. Health Affairs 2016, 35: 1461-1470. PMID: 27503972, PMCID: PMC7664840, DOI: 10.1377/hlthaff.2015.0394.Peer-Reviewed Original ResearchConceptsHospital Readmissions Reduction ProgramPatients' socioeconomic statusMedicare's Hospital Readmissions Reduction ProgramLow socioeconomic statusReadmission ratesSocioeconomic statusRisk-standardized readmission ratesHospital readmission ratesReadmissions Reduction ProgramMedicaid Services methodologyReadmission measuresHospital resultsPatientsHospitalSuch hospitalsPayment penaltiesReduction programsStatusCurrent CentersLower proportionLarge proportionPercentAdjustmentProportion
2015
Use of Observation Stays in Calculating Hospitalizations Among Medicare Beneficiaries—Reply
Krumholz HM, Nuti SV, Wang Y. Use of Observation Stays in Calculating Hospitalizations Among Medicare Beneficiaries—Reply. JAMA 2015, 314: 2691-2691. PMID: 26720032, DOI: 10.1001/jama.2015.15064.Peer-Reviewed Original ResearchMortality, Hospitalizations, and Expenditures for the Medicare Population Aged 65 Years or Older, 1999-2013
Krumholz HM, Nuti SV, Downing NS, Normand SL, Wang Y. Mortality, Hospitalizations, and Expenditures for the Medicare Population Aged 65 Years or Older, 1999-2013. JAMA 2015, 314: 355-365. PMID: 26219053, PMCID: PMC5459402, DOI: 10.1001/jama.2015.8035.Peer-Reviewed Original ResearchConceptsMonths of lifeMedicare beneficiariesService beneficiariesMedicare feeInpatient expendituresCause mortalitySerial cross-sectional analysisCause mortality ratesNumber of hospitalizationsIntensity of careUnique Medicare beneficiariesCross-sectional analysisPercentage of beneficiariesCause hospitalizationTotal hospitalizationsMore hospitalizationsHospitalization ratesMedicare denominatorInpatient filesHospitalizationMAIN OUTCOMEMortality rateMortalityHealth careKey demographic groupsWide Variation Found In Hospital Facility Costs For Maternity Stays Involving Low-Risk Childbirth
Xu X, Gariepy A, Lundsberg LS, Sheth SS, Pettker CM, Krumholz HM, Illuzzi JL. Wide Variation Found In Hospital Facility Costs For Maternity Stays Involving Low-Risk Childbirth. Health Affairs 2015, 34: 1212-1219. PMID: 26153317, DOI: 10.1377/hlthaff.2014.1088.Peer-Reviewed Original ResearchConceptsCesarean deliveryHospital costsMaternity staysSerious maternal morbidityNationwide Inpatient SampleCoordination of careValue of careMaternal morbidityHospital admissionInpatient SampleDelivery system reformRural hospitalsUS hospitalsHospital practiceSafe reductionHospitalChildbirthStayLong stayHigh rateCareLower proportionUnited StatesFacility costs
2014
Payments for Acute Myocardial Infarction Episodes-of-Care Initiated at Hospitals With and Without Interventional Capabilities
Ben-Josef G, Ott LS, Spivack SB, Wang C, Ross JS, Shah SJ, Curtis JP, Kim N, Krumholz HM, Bernheim SM. Payments for Acute Myocardial Infarction Episodes-of-Care Initiated at Hospitals With and Without Interventional Capabilities. Circulation Cardiovascular Quality And Outcomes 2014, 7: 882-888. PMID: 25387777, DOI: 10.1161/circoutcomes.114.000927.Peer-Reviewed Original ResearchConceptsNon-PCI hospitalsCoronary artery bypass graft ratesPCI hospitalsAcute myocardial infarctionMyocardial infarctionPercutaneous coronary intervention capabilityAcute myocardial infarction admissionsLower revascularization ratesPrincipal discharge diagnosisTreatment of patientsMyocardial infarction admissionsHigh rateMyocardial infarction episodeGraft ratePCI capabilityPCI useIndex admissionRevascularization ratesClinical characteristicsPatient demographicsDays postadmissionDischarge diagnosisMedicare patientsCare proceduresMedicare fee
2013
Use of Niacin in the United States and Canada
Jackevicius CA, Tu JV, Ko DT, de Leon N, Krumholz HM. Use of Niacin in the United States and Canada. JAMA Internal Medicine 2013, 173: 1379-1381. PMID: 23753308, DOI: 10.1001/jamainternmed.2013.6489.Peer-Reviewed Original Research
2011
Use of Fibrates in the United States and Canada
Jackevicius CA, Tu JV, Ross JS, Ko DT, Carreon D, Krumholz HM. Use of Fibrates in the United States and Canada. JAMA 2011, 305: 1217-1224. PMID: 21427374, PMCID: PMC3332101, DOI: 10.1001/jama.2011.353.Peer-Reviewed Original ResearchMeSH KeywordsCanadaCardiovascular DiseasesCohort StudiesCosts and Cost AnalysisDiabetes Mellitus, Type 2Drug CostsDrugs, GenericFenofibrateFibric AcidsHealth ExpendituresHumansHydroxymethylglutaryl-CoA Reductase InhibitorsHypolipidemic AgentsMedical AuditPractice Patterns, Physicians'PrescriptionsUnited StatesConceptsUse of fibratesRole of fibratesObservational cohort studyIMS Health dataFenofibrate useCardiovascular riskCohort studyDiabetes (ACCORD) trialClinical benefitFibratesMonthsPrescriptionUnited StatesPatientsNegative resultsFenofibrateHealth dataCurrent useGeneric formulationPopulationStatinsTherapyTrials