2024
Enrollment in High-Deductible Health Plans and Incident Diabetes Complications
McCoy R, Swarna K, Jiang D, Van Houten H, Chen J, Davis E, Herrin J. Enrollment in High-Deductible Health Plans and Incident Diabetes Complications. JAMA Network Open 2024, 7: e243394. PMID: 38517436, PMCID: PMC10960199, DOI: 10.1001/jamanetworkopen.2024.3394.Peer-Reviewed Original ResearchConceptsHigh-deductible health plansHealth plansChronic disease managementOdds of myocardial infarctionLower-extremity complicationsMixed-effects logistic regression modelsOut-of-pocket costsAssociated with increased oddsDiabetic complicationsInverse propensity score weightingLogistic regression modelsCardiovascular risk factorsEmployer-sponsored health plansDiabetes careRetrospective cohort studyUS adultsPropensity score weightingPotential selection biasMain OutcomesCohort studyBaseline yearIncident complicationsDisease managementMixed-effectsPotential harm
2023
Disparities in electronic health record portal access and use among patients with cancer
Griffin J, Kroner B, Wong S, Preiss L, Smith A, Cheville A, Mitchell S, Lancki N, Hassett M, Schrag D, Osarogiagbon R, Ridgeway J, Cella D, Jensen R, Flores A, Austin J, Yanez B, Cella D, Cheville A, Hassett M, Osarogiagbon R, Schrag D, Wong S, Kroner B, Smith A, DiMartino L, Garcia S, Griffin J, Jensen R, Mitchell S, Ruddy K, Smith J, Yanez B, Bian J, Dizon D, Hazard-Jenkins H, Ardini M, Ahrens P, Austin J, Barrett F, Bass M, Begnoche M, Cahue S, Caron K, Chlan L, Coughlin A, Cronin C, Dias S, Faris N, Flores A, Garcia M, Hemming K, Herrin J, Hodgdon C, Kircher S, Kroenke K, Lam V, Lancki N, Mai Q, Mallow J, McCleary N, Norton W, Connor M, Pachman D, Pearson L, Penedo F, Podratz J, Popovic J, Preiss L, Rahman P, Redmond S, Reich J, Richardson J, Richardson K, Ridgeway J, Rutten L, Schaepe K, Scholtens D, Poirier-Shelton T, Silberman P, Simpson J, Tasker L, Tesch N, Tofthagen C, Tramontano A, Tyndall B, Uno H, Wehbe F, Weiner B. Disparities in electronic health record portal access and use among patients with cancer. Journal Of The National Cancer Institute 2023, djad225. PMID: 37930884, DOI: 10.1093/jnci/djad225.Peer-Reviewed Original ResearchPortal accessPortal useClinical encountersRural-Urban Commuting Area codesIntervention implementationMultiple logistic regression modelManagement of symptomsCancer care disparitiesLogistic regression modelsElectronic health recordsEligible patientsCancer patientsSymptom surveillanceHigher oddsLower oddsCare disparitiesPatientsPersistent usersSociodemographic factorsYounger ageTreatment ConsortiumHealth recordsHealthcare qualityCommunity surveyArea codes
2019
Persistent Use of Extended Fractionation Palliative Radiotherapy for Medicare Beneficiaries With Metastatic Breast Cancer, 2011 to 2014
Yu JB, Pollack CE, Herrin J, Zhu W, Soulos PR, Xu X, Gross CP. Persistent Use of Extended Fractionation Palliative Radiotherapy for Medicare Beneficiaries With Metastatic Breast Cancer, 2011 to 2014. American Journal Of Clinical Oncology 2019, 42: 493-499. PMID: 31033511, PMCID: PMC6538429, DOI: 10.1097/coc.0000000000000548.Peer-Reviewed Original ResearchConceptsPalliative radiotherapyBone metastasesMedicare beneficiariesBreast cancerAssociation of clinicalProportion of patientsChoice of treatmentHospital-based practiceService Medicare beneficiariesSingle-fraction treatmentProvider financial incentivesLogistic regression modelsDifferent fractionation schemesProlonged courseRadiation courseRadiotherapy usePayer perspectiveProvider characteristicsMean costMultiple guidelinesPatientsRadiotherapyMetastasisCancerNumber of days
2017
The Impact of Social Contagion on Physician Adoption of Advanced Imaging Tests in Breast Cancer
Pollack CE, Soulos PR, Herrin J, Xu X, Christakis NA, Forman HP, Yu JB, Killelea BK, Wang SY, Gross CP. The Impact of Social Contagion on Physician Adoption of Advanced Imaging Tests in Breast Cancer. Journal Of The National Cancer Institute 2017, 109: djw330. PMID: 28376191, PMCID: PMC6059114, DOI: 10.1093/jnci/djw330.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingBaseline usePositron emission tomography scanEnd Results-MedicareEmission tomography scanBreast cancer practiceImaging modalitiesAdvanced imaging testsHierarchical logistic regression modelsLogistic regression modelsPatient characteristicsUnproven benefitCancer practiceMRI/PETTomography scanBreast cancerMRI useImaging testsClinical practicePET useResonance imagingPET imagingPhysician peersPhysician adoptionBaseline period
2016
Development and validation of a simple risk score to predict 30‐day readmission after percutaneous coronary intervention in a cohort of medicare patients
Minges KE, Herrin J, Fiorilli PN, Curtis JP. Development and validation of a simple risk score to predict 30‐day readmission after percutaneous coronary intervention in a cohort of medicare patients. Catheterization And Cardiovascular Interventions 2016, 89: 955-963. PMID: 27515069, PMCID: PMC5397364, DOI: 10.1002/ccd.26701.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overAlgorithmsDecision Support TechniquesFemaleHumansLogistic ModelsMaleMedicareMultivariate AnalysisOdds RatioPatient ReadmissionPercutaneous Coronary InterventionPredictive Value of TestsRegistriesReproducibility of ResultsRisk AssessmentRisk FactorsTime FactorsTreatment OutcomeUnited StatesConceptsRisk of readmissionPCI patientsRisk scoreMultivariable logistic regression modelRisk score developmentDays of dischargeSimple risk scoreTime of dischargeModel c-statisticLogistic regression modelsStepwise selection modelCathPCI RegistryHospital dischargeReadmission ratesClinical factorsRevascularization proceduresValidation cohortC-statisticReadmissionHigh riskMedicare feeLower riskService claimsPatientsCohortQuasi-Experimental Evaluation of the Effectiveness of a Large-Scale Readmission Reduction Program
Jenq GY, Doyle MM, Belton BM, Herrin J, Horwitz LI. Quasi-Experimental Evaluation of the Effectiveness of a Large-Scale Readmission Reduction Program. JAMA Internal Medicine 2016, 176: 681. PMID: 27065180, DOI: 10.1001/jamainternmed.2016.0833.Peer-Reviewed Original ResearchConceptsDischarge patientsReadmissions Reduction ProgramControl populationReadmission ratesIntervention periodSame-hospital readmission ratesUrban academic medical centerTarget populationAdjusted readmission ratesOdds of readmissionHigh-risk patientsZip codesAdjusted admission ratesInterrupted time series analysisAcademic medical centerQuasi-experimental evaluationLogistic regression modelsReduction programsDischarge dispositionReadmission reduction effortsComparative interrupted time series analysisMedication reconciliationService patientsMean ageTransitional care
2013
Variation in Receipt of Radiation Therapy After Breast-conserving Surgery
Feinstein AJ, Soulos PR, Long JB, Herrin J, Roberts KB, Yu JB, Gross CP. Variation in Receipt of Radiation Therapy After Breast-conserving Surgery. Medical Care 2013, 51: 330-338. PMID: 23151590, PMCID: PMC3596448, DOI: 10.1097/mlr.0b013e31827631b0.Peer-Reviewed Original ResearchConceptsUse of RTShort life expectancyRadiation therapyBreast cancerLife expectancyPrimary surgeonStage I breast cancerEarly-stage breast cancerRadiation oncologist densityAdjuvant radiation therapyI breast cancerReceipt of radiationBreast-conserving surgeryImpact of physiciansHierarchical logistic regression modelsLogistic regression modelsLonger life expectancyLE patientsRetrospective cohortLE groupOlder womenPatientsTreatment ratesWomenCancer
2008
An Administrative Claims Measure Suitable for Profiling Hospital Performance on the Basis of 30-Day All-Cause Readmission Rates Among Patients With Heart Failure
Keenan PS, Normand SL, Lin Z, Drye EE, Bhat KR, Ross JS, Schuur JD, Stauffer BD, Bernheim SM, Epstein AJ, Wang Y, Herrin J, Chen J, Federer JJ, Mattera JA, Wang Y, Krumholz HM. An Administrative Claims Measure Suitable for Profiling Hospital Performance on the Basis of 30-Day All-Cause Readmission Rates Among Patients With Heart Failure. Circulation Cardiovascular Quality And Outcomes 2008, 1: 29-37. PMID: 20031785, DOI: 10.1161/circoutcomes.108.802686.Peer-Reviewed Original ResearchConceptsRisk-standardized readmission ratesCause readmission rateReadmission ratesHeart failureHospital-level readmission ratesAdjusted readmission ratesAdministrative Claims MeasureUnadjusted readmission ratesHeart failure patientsHospital risk-standardized readmission ratesMedical record dataProfiling Hospital PerformanceHierarchical logistic regression modelsUse of MedicareMedical record modelNational Quality ForumLogistic regression modelsCause readmissionClaims-based modelsHospital dischargeFailure patientsC-statisticPreventable eventsPatientsQuality Forum
2005
Sex, quality of care, and outcomes of elderly patients hospitalized with heart failure: Findings from the National Heart Failure Project
Rathore SS, Foody JM, Wang Y, Herrin J, Masoudi FA, Havranek EP, Ordin DL, Krumholz HM. Sex, quality of care, and outcomes of elderly patients hospitalized with heart failure: Findings from the National Heart Failure Project. American Heart Journal 2005, 149: 121-128. PMID: 15660043, PMCID: PMC2790278, DOI: 10.1016/j.ahj.2004.06.008.Peer-Reviewed Original ResearchConceptsAngiotensin receptor blockersNational Heart Failure ProjectLeft ventricular systolic functionQuality of careACE inhibitor prescriptionHeart Failure ProjectService Medicare patientsHeart failureInhibitor prescriptionMedicare patientsMultivariable hierarchical logistic regression modelsLower crude ratesPrescription of angiotensinLeft ventricular dysfunctionVentricular systolic functionYear of admissionHierarchical logistic regression modelsLower mortality rateLogistic regression modelsSex differencesLow overall rateMultivariable adjustmentVentricular dysfunctionElderly patientsReceptor blockers
2004
Predictors of cardiologist care for older patients hospitalized for heart failure
Foody JM, Rathore SS, Wang Y, Herrin J, Masoudi FA, Havranek EP, Radford MJ, Krumholz HM. Predictors of cardiologist care for older patients hospitalized for heart failure. American Heart Journal 2004, 147: 66-73. PMID: 14691421, DOI: 10.1016/j.ahj.2003.07.005.Peer-Reviewed Original ResearchConceptsHeart failureSpecialty careOlder patientsMultivariable hierarchical logistic regression modelsCoronary Artery Bypass GraftingChronic obstructive pulmonary diseasePercutaneous transluminal coronary angioplastyArtery Bypass GraftingHeart failure careObstructive pulmonary diseaseTransluminal coronary angioplastyHierarchical logistic regression modelsLogistic regression modelsCardiologist careBypass GraftingHospital factorsPatient characteristicsCardiology consultCoronary angioplastyCoronary diseasePulmonary diseaseClinical presentationCardiology carePatient raceMedicare patients