2023
Trends in the Use of Gabapentinoids and Opioids in the Postoperative Period Among Older Adults
Bongiovanni T, Gan S, Finlayson E, Ross J, Harrison J, Boscardin W, Steinman M. Trends in the Use of Gabapentinoids and Opioids in the Postoperative Period Among Older Adults. JAMA Network Open 2023, 6: e2318626. PMID: 37326989, PMCID: PMC10276300, DOI: 10.1001/jamanetworkopen.2023.18626.Peer-Reviewed Original ResearchConceptsPostoperative periodCross-sectional studyGabapentinoid prescribingSurgical proceduresConcomitant prescribingGabapentinoid prescriptionOlder adultsPostoperative prescribingProcedure typeSerial cross-sectional studyPatients 66 yearsUse of gabapentinoidsProportion of patientsTotal study cohortAdverse drug eventsCommon surgical procedureConcurrent prescribingMultimodal painPostoperative opioidsOpioid prescribingOpioid usePain SocietyStudy cohortMean ageDrug events
2022
Association Between Generic-to-Generic Levothyroxine Switching and Thyrotropin Levels Among US Adults
Brito JP, Deng Y, Ross JS, Choi NH, Graham DJ, Qiang Y, Rantou E, Wang Z, Zhao L, Shah ND, Lipska KJ. Association Between Generic-to-Generic Levothyroxine Switching and Thyrotropin Levels Among US Adults. JAMA Internal Medicine 2022, 182: 418-425. PMID: 35226058, PMCID: PMC8886450, DOI: 10.1001/jamainternmed.2022.0045.Peer-Reviewed Original ResearchConceptsComparative effectiveness research studyIndex dateProportion of patientsTSH levelsNormal TSH levelsMIU/LThyrotropin levelsLevothyroxine productsGeneric levothyroxineNational administrative claims databasePropensity-matched patient pairsBaseline TSH levelsMean TSH levelsThyroid replacement therapyAdministrative claims databaseCurrent guideline recommendationsSerum thyrotropin levelsOptumLabs Data WarehouseStandardized mean differenceLevothyroxine doseLevothyroxine prescriptionsPropensity matchingGuideline recommendationsClaims databaseReplacement therapy
2021
Identification of Hospitals That Care for a High Proportion of Patients With Social Risk Factors
Matty R, Heckmann R, George E, Barthel AB, Suter LG, Ross JS, Bernheim SM. Identification of Hospitals That Care for a High Proportion of Patients With Social Risk Factors. JAMA Health Forum 2021, 2: e211323. PMID: 35977204, PMCID: PMC8796989, DOI: 10.1001/jamahealthforum.2021.1323.Peer-Reviewed Original ResearchConceptsSocial risk factorsIdentification of hospitalsProportion of patientsRisk factorsCross-sectional studyHospital performance measuresPatient populationHospital Readmissions Reduction ProgramAfrican American raceProportion of hospitalsDisadvantaged patient populationsReadmissions Reduction ProgramHigher proportionSocioeconomic status scoresSame hospitalStatus scoreCrowded householdsMAIN OUTCOMEMedicaid coverageAmerican racePatientsHospitalHealthcare ResearchDisadvantaged populationsSuch hospitals
2020
Association Between Industry Payments to Physicians and Device Selection in ICD Implantation
Annapureddy AR, Henien S, Wang Y, Minges KE, Ross JS, Spatz ES, Desai NR, Peterson PN, Masoudi FA, Curtis JP. Association Between Industry Payments to Physicians and Device Selection in ICD Implantation. JAMA 2020, 324: 1755-1764. PMID: 33141208, PMCID: PMC7610190, DOI: 10.1001/jama.2020.17436.Peer-Reviewed Original ResearchConceptsCRT-D implantationCRT-D devicesCross-sectional studyNational Cardiovascular Data Registry ICD RegistryFirst-time ICDFirst-time implantationProportion of patientsEntire study cohortDevice selectionProportion of devicesICD implantationICD RegistryPrimary outcomeCardiac resynchronizationStudy cohortPatient groupMAIN OUTCOMEPatientsPhysiciansICDAbsolute differenceImplantationManufacturer CHigher total paymentsAssociationComparative Effectiveness and Safety of Oral Anticoagulants Across Kidney Function in Patients With Atrial Fibrillation
Yao X, Inselman JW, Ross JS, Izem R, Graham DJ, Martin DB, Thompson AM, Ross Southworth M, Siontis KC, Ngufor CG, Nath KA, Desai NR, Nallamothu BK, Saran R, Shah ND, Noseworthy PA. Comparative Effectiveness and Safety of Oral Anticoagulants Across Kidney Function in Patients With Atrial Fibrillation. Circulation Cardiovascular Quality And Outcomes 2020, 13: e006515. PMID: 33012172, PMCID: PMC7580213, DOI: 10.1161/circoutcomes.120.006515.Peer-Reviewed Original ResearchMeSH KeywordsAdministration, OralAgedAged, 80 and overAnticoagulantsAntithrombinsAtrial FibrillationComparative Effectiveness ResearchDabigatranDatabases, FactualFactor Xa InhibitorsFemaleGlomerular Filtration RateHemorrhageHumansKidneyMaleMiddle AgedPyrazolesPyridonesRenal Insufficiency, ChronicRetrospective StudiesRisk AssessmentRisk FactorsRivaroxabanTime FactorsTreatment OutcomeUnited StatesWarfarinConceptsGlomerular filtration rateKidney functionMajor bleedingAtrial fibrillationOral anticoagulantsLower riskFiltration rateComparative effectivenessGlomerular filtration rate categoriesUS administrative claims databaseFalsification end pointsKidney function declineReduced kidney functionProportion of patientsAdministrative claims databaseSubstantial residual confoundingBaseline characteristicsFunction declineClaims databaseComparative safetyResidual confoundingTreatment weightingSimilar riskTreatment groupsPatientsComparative Effectiveness of Generic vs Brand-Name Levothyroxine in Achieving Normal Thyrotropin Levels
Brito JP, Ross JS, Sangaralingham L, Dutcher SK, Graham DJ, Wang Z, Wu Y, Yao X, Smallridge RC, Bernet V, Shah ND, Lipska KJ. Comparative Effectiveness of Generic vs Brand-Name Levothyroxine in Achieving Normal Thyrotropin Levels. JAMA Network Open 2020, 3: e2017645. PMID: 32997127, PMCID: PMC7527873, DOI: 10.1001/jamanetworkopen.2020.17645.Peer-Reviewed Original ResearchConceptsNormal thyrotropin levelsPropensity score-matched patientsThyrotropin levelsLevothyroxine prescriptionsThyrotropin valuesProportion of patientsAdministrative claims databaseMonths of initiationMIU/LMild thyroid dysfunctionLongitudinal cohort studyMedicare Advantage enrolleesNormal thyrotropin valuesEligible patientsInitial therapyLevothyroxine formulationsCohort studyThyroid dysfunctionClaims databaseGeneric levothyroxineLevothyroxineMAIN OUTCOMENormal rangePatientsNormal vs
2016
Trends in Drug Utilization, Glycemic Control, and Rates of Severe Hypoglycemia, 2006–2013
Lipska KJ, Yao X, Herrin J, McCoy RG, Ross JS, Steinman MA, Inzucchi SE, Gill TM, Krumholz HM, Shah ND. Trends in Drug Utilization, Glycemic Control, and Rates of Severe Hypoglycemia, 2006–2013. Diabetes Care 2016, 40: 468-475. PMID: 27659408, PMCID: PMC5360291, DOI: 10.2337/dc16-0985.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedBlood GlucoseComorbidityDiabetes Mellitus, Type 2Dipeptidyl-Peptidase IV InhibitorsDrug UtilizationFemaleGlycated HemoglobinHumansHypoglycemiaHypoglycemic AgentsInsulinLogistic ModelsMaleMetforminMiddle AgedRetrospective StudiesSulfonylurea CompoundsThiazolidinedionesYoung AdultConceptsGlycemic controlSevere hypoglycemiaOlder patientsDipeptidyl peptidase-4 inhibitorsGlucose-lowering drugsGlucose-lowering medicationsProportion of patientsOverall glycemic controlPeptidase-4 inhibitorsMedicare Advantage patientsSex-standardized ratesType 2 diabetesOverall rateClass of agentsMore comorbiditiesChronic comorbiditiesYounger patientsAdvantage patientsDrug utilizationClaims dataPatientsHypoglycemiaHemoglobin AT2DMComorbiditiesImpact of Hospitalization for Acute Myocardial Infarction on Adherence to Statins Among Older Adults
Kronish IM, Ross JS, Zhao H, Muntner P. Impact of Hospitalization for Acute Myocardial Infarction on Adherence to Statins Among Older Adults. Circulation Cardiovascular Quality And Outcomes 2016, 9: 364-371. PMID: 27220368, PMCID: PMC4956547, DOI: 10.1161/circoutcomes.115.002418.Peer-Reviewed Original ResearchMeSH KeywordsAdministrative Claims, HealthcareAgedAged, 80 and overDatabases, FactualDyslipidemiasFemaleHealth Knowledge, Attitudes, PracticeHospitalizationHumansHydroxymethylglutaryl-CoA Reductase InhibitorsMaleMedicareMedication AdherenceMyocardial InfarctionRisk AssessmentRisk FactorsTherapeuticsTime FactorsUnited StatesConceptsAcute myocardial infarctionImpact of hospitalizationAMI hospitalizationMyocardial infarctionProportion of patientsPatients adherentStatin adherentNonadherent patientsAdherent patientsMedicare patientsHospitalizationAdministrative claimsStatinsMedicare beneficiariesPatientsPneumoniaSubsequent adherenceOlder adultsInfarctionRandom sampleAdherenceAdherentYearsProportionCohort
2015
National Quality Assessment Evaluating Spironolactone Use During Hospitalization for Acute Myocardial Infarction (AMI) in China: China Patient‐centered Evaluation Assessment of Cardiac Events (PEACE)‐Retrospective AMI Study, 2001, 2006, and 2011
Guan W, Murugiah K, Downing N, Li J, Wang Q, Ross JS, Desai NR, Masoudi FA, Spertus JA, Li X, Krumholz HM, Jiang L, Group T. National Quality Assessment Evaluating Spironolactone Use During Hospitalization for Acute Myocardial Infarction (AMI) in China: China Patient‐centered Evaluation Assessment of Cardiac Events (PEACE)‐Retrospective AMI Study, 2001, 2006, and 2011. Journal Of The American Heart Association 2015, 4: e001718. PMID: 26071031, PMCID: PMC4599529, DOI: 10.1161/jaha.114.001718.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionHeart failureMyocardial infarctionUse of spironolactoneNational practice patternsProportion of patientsAssessment of eligibilitySpironolactone useAldosterone antagonistsSystolic dysfunctionCardiac eventsAMI patientsChina PatientPatient eligibilityPatient groupUnknown indicationPractice patternsIdeal patientPatientsSpironolactoneEligibilityAppropriate useInfarctionDiabetesNational quality assessment
2013
Diagnoses and Timing of 30-Day Readmissions After Hospitalization for Heart Failure, Acute Myocardial Infarction, or Pneumonia
Dharmarajan K, Hsieh AF, Lin Z, Bueno H, Ross JS, Horwitz LI, Barreto-Filho JA, Kim N, Bernheim SM, Suter LG, Drye EE, Krumholz HM. Diagnoses and Timing of 30-Day Readmissions After Hospitalization for Heart Failure, Acute Myocardial Infarction, or Pneumonia. JAMA 2013, 309: 355-363. PMID: 23340637, PMCID: PMC3688083, DOI: 10.1001/jama.2012.216476.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionCommon readmission diagnosesAcute MI hospitalizationReadmission diagnosesDays of hospitalizationPatient demographic characteristicsHeart failureMyocardial infarctionHF hospitalizationReadmission timingPneumonia hospitalizationsMedian timeMI hospitalizationMedicare feeIndex HF hospitalizationIndex pneumonia hospitalizationProportion of patientsDemographic characteristicsService claims dataMI cohortPneumonia cohortHF cohortCondition categoriesHospitalizationReadmission
2011
Do Imaging Studies Performed in Physician Offices Increase Downstream Utilization? An Empiric Analysis of Cardiac Stress Testing With Imaging
Chen J, Fazel R, Ross JS, McNamara RL, Einstein AJ, Al-Mallah M, Krumholz HM, Nallamothu BK. Do Imaging Studies Performed in Physician Offices Increase Downstream Utilization? An Empiric Analysis of Cardiac Stress Testing With Imaging. JACC Cardiovascular Imaging 2011, 4: 630-637. PMID: 21679898, PMCID: PMC3319749, DOI: 10.1016/j.jcmg.2011.04.003.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overCardiac CatheterizationChi-Square DistributionEchocardiography, StressEmpirical ResearchFemaleHealthcare DisparitiesHumansInsurance, HealthLogistic ModelsMaleMiddle AgedMyocardial Perfusion ImagingMyocardial RevascularizationOffice VisitsOutpatient Clinics, HospitalPractice Patterns, Physicians'Predictive Value of TestsResidence CharacteristicsTime FactorsUnited StatesYoung AdultConceptsMyocardial perfusion imagingSubsequent myocardial perfusion imagingProportion of patientsStress echocardiographyCardiac catheterizationHospital outpatient settingPhysician's officeOutpatient settingStress testingSubsequent cardiac testingCardiac stress testingDownstream resource utilizationHospital outpatient facilitiesCardiac testingPrivate health insuranceDownstream testingOffice imagingPerfusion imagingCatheterizationImaging studiesOutpatient imagingPatientsHealth insuranceLower ratesHigh rate
2010
Who is missing from the measures? Trends in the proportion and treatment of patients potentially excluded from publicly reported quality measures
Bernheim SM, Wang Y, Bradley EH, Masoudi FA, Rathore SS, Ross JS, Drye E, Krumholz HM. Who is missing from the measures? Trends in the proportion and treatment of patients potentially excluded from publicly reported quality measures. American Heart Journal 2010, 160: 943-950.e5. PMID: 21095284, PMCID: PMC3319386, DOI: 10.1016/j.ahj.2010.06.046.Peer-Reviewed Original ResearchMeSH KeywordsAdrenergic beta-AntagonistsAgedAngiotensin-Converting Enzyme InhibitorsCross-Sectional StudiesFemaleHospitalizationHumansMaleMedicaidMedicareMyocardial InfarctionOutcome and Process Assessment, Health CarePlatelet Aggregation InhibitorsPrognosisQuality ImprovementQuality Indicators, Health CareRetrospective StudiesUnited StatesConceptsAcute myocardial infarctionProportion of patientsRelative contraindicationAngiotensin-converting enzyme inhibitorTreatment of patientsMedicaid Services core measuresQuality improvement projectPublic reportingCross-sectional analysisMyocardial infarctionMedicare patientsHospital careΒ-blockersAMI admissionsPatientsInsufficient evidenceEnzyme inhibitorsTreatment ratesBetter careContraindicationsMedicaid ServicesData cohortCore measuresTreatmentImprovement project