Featured Publications
Trends in Racial and Ethnic Disparities in Barriers to Timely Medical Care Among Adults in the US, 1999 to 2018
Caraballo C, Ndumele CD, Roy B, Lu Y, Riley C, Herrin J, Krumholz HM. Trends in Racial and Ethnic Disparities in Barriers to Timely Medical Care Among Adults in the US, 1999 to 2018. JAMA Health Forum 2022, 3: e223856. PMID: 36306118, PMCID: PMC9617175, DOI: 10.1001/jamahealthforum.2022.3856.Peer-Reviewed Original ResearchConceptsTimely medical careSerial cross-sectional studyNational Health Interview SurveyCross-sectional studyHealth Interview SurveyMedical careLack of transportationEthnic disparitiesHispanics/LatinosWhite individualsEthnicity groupsInterview SurveyCost of careSelf-reported raceStudy cohortClinic hoursMAIN OUTCOMEMedical officesCarePrevalenceLatino individualsBlack individualsSignificant differencesSignificant increasePopulation groupsComparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment
Herrin J, Abraham NS, Yao X, Noseworthy PA, Inselman J, Shah ND, Ngufor C. Comparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment. JAMA Network Open 2021, 4: e2110703. PMID: 34019087, PMCID: PMC8140376, DOI: 10.1001/jamanetworkopen.2021.10703.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overAnticoagulantsAntifibrinolytic AgentsAtrial FibrillationClinical Decision-MakingCohort StudiesCross-Sectional StudiesFemaleFibrinolytic AgentsGastrointestinal HemorrhageHumansMachine LearningMaleMiddle AgedMyocardial IschemiaPredictive Value of TestsRetrospective StudiesRisk AssessmentThienopyridinesUnited StatesVenous ThromboembolismYoung AdultConceptsGastrointestinal bleedingIschemic heart diseaseCross-sectional studyThienopyridine antiplatelet agentAntithrombotic treatmentVenous thromboembolismAntiplatelet agentsRandom survival forestStudy cohortAtrial fibrillationValidation cohortHeart diseaseHAS-BLED risk scoreRetrospective cross-sectional studyCox proportional hazards regressionHAS-BLED scorePrior GI bleedPatients 18 yearsCohort of patientsEntire study cohortProportional hazards regressionOptumLabs Data WarehouseMedicare Advantage enrolleesPositive predictive valueRisk prediction modelPopulation well-being and electoral shifts
Herrin J, Witters D, Roy B, Riley C, Liu D, Krumholz HM. Population well-being and electoral shifts. PLOS ONE 2018, 13: e0193401. PMID: 29529049, PMCID: PMC5846778, DOI: 10.1371/journal.pone.0193401.Peer-Reviewed Original Research
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 harmHealthy immigrant community study protocol: A randomized controlled trial of a social network intervention for cardiovascular risk reduction among Hispanic and Somali adults
Wieland M, Molina L, Goodson M, Capetillo G, Osman A, Ahmed Y, Elmi H, Nur O, Iteghete S, Torres-Herbeck G, Dirie H, Clark M, Lohr A, Smith K, Zeratsky K, Rieck T, Herrin J, Valente T, Sia I. Healthy immigrant community study protocol: A randomized controlled trial of a social network intervention for cardiovascular risk reduction among Hispanic and Somali adults. Contemporary Clinical Trials 2024, 138: 107465. PMID: 38309526, PMCID: PMC10923143, DOI: 10.1016/j.cct.2024.107465.Peer-Reviewed Original ResearchConceptsLife's Simple 7Social network interventionsHealth promotionCardiovascular risk factorsCardiovascular risk reductionAmerican Heart Association's Life's Simple 7Health promotion interventionsPhysical activity levelsNetwork interventionsStepped wedge cluster randomized designReducing cardiovascular risk factorsCluster randomized trialStepped wedge cluster randomized trialNegative health behaviorsCluster randomized designRisk factorsHealthy weight lossRisk reductionRandomized controlled trialsImmigrant populationPromotion interventionsSomali adultsHealth behaviorsSomali immigrant communityWaist circumference
2022
Trends and Variation in the Gap Between Current and Anticipated Life Satisfaction in the United States, 2008-2020.
Riley C, Herrin J, Lam V, Parsons AA, Kaplan GA, Liu D, Witters D, Krumholz HM, Roy B. Trends and Variation in the Gap Between Current and Anticipated Life Satisfaction in the United States, 2008-2020. American Journal Of Public Health 2022, 112: 509-517. PMID: 35196041, PMCID: PMC8887183, DOI: 10.2105/ajph.2021.306589.Peer-Reviewed Original Research
2021
A Clinical Decision Aid to Support Personalized Treatment Selection for Patients with Clinical T1 Renal Masses: Results from a Multi-institutional Competing-risks Analysis
Psutka SP, Gulati R, Jewett MAS, Fadaak K, Finelli A, Legere L, Morgan TM, Pierorazio PM, Allaf ME, Herrin J, Lohse CM, Thompson R, Boorjian SA, Atwell TD, Schmit GD, Costello BA, Shah ND, Leibovich BC. A Clinical Decision Aid to Support Personalized Treatment Selection for Patients with Clinical T1 Renal Masses: Results from a Multi-institutional Competing-risks Analysis. European Urology 2021, 81: 576-585. PMID: 34862099, PMCID: PMC10351331, DOI: 10.1016/j.eururo.2021.11.002.Peer-Reviewed Original ResearchConceptsCancer-specific mortalityRenal cortical massesRadical nephrectomyPartial nephrectomyActive surveillancePersonalized treatment selectionClavien gradeRisk calculatorThermal ablationTreatment selectionEastern Cooperative Oncology Group performance statusClinical T1 renal massesSurgeon/hospital volumeHigh-volume referral centerInitial radical nephrectomyCharlson Comorbidity IndexCompeting-risks regressionConsecutive adult patientsGlomerular filtration rateClavien grade 3Risk of deathBody mass indexT1 renal massesRisk of mortalityClinical decision aidNational Trends in Racial and Ethnic Disparities in Antihypertensive Medication Use and Blood Pressure Control Among Adults With Hypertension, 2011–2018
Lu Y, Liu Y, Dhingra LS, Massey D, Caraballo C, Mahajan S, Spatz ES, Onuma O, Herrin J, Krumholz HM. National Trends in Racial and Ethnic Disparities in Antihypertensive Medication Use and Blood Pressure Control Among Adults With Hypertension, 2011–2018. Hypertension 2021, 79: 207-217. PMID: 34775785, DOI: 10.1161/hypertensionaha.121.18381.Peer-Reviewed Original ResearchConceptsAntihypertensive medication usePoor hypertension controlOverall treatment rateLow control rateHypertension controlHypertension awarenessMedication useControl rateHispanic individualsEthnic differencesTreatment ratesBlack individualsGuideline-recommended medicationsBlood pressure controlWhite individualsNutrition Examination SurveyLow awareness rateAntihypertensive medicationsHypertensive peopleExamination SurveyIntensive medicationNational HealthAwareness rateEthnic disparitiesPressure controlTrends in Differences in Health Status and Health Care Access and Affordability by Race and Ethnicity in the United States, 1999-2018
Mahajan S, Caraballo C, Lu Y, Valero-Elizondo J, Massey D, Annapureddy AR, Roy B, Riley C, Murugiah K, Onuma O, Nunez-Smith M, Forman HP, Nasir K, Herrin J, Krumholz HM. Trends in Differences in Health Status and Health Care Access and Affordability by Race and Ethnicity in the United States, 1999-2018. JAMA 2021, 326: 637-648. PMID: 34402830, PMCID: PMC8371573, DOI: 10.1001/jama.2021.9907.Peer-Reviewed Original ResearchConceptsHealth care accessFair health statusSelf-reported health statusCare accessHealth statusWhite individualsEthnic differencesLatino/HispanicNational Health Interview Survey dataSerial cross-sectional studySelf-reported functional limitationsBlack individualsHealth Interview Survey dataLow incomeCross-sectional studyCross-sectional survey studyInterview Survey dataSelf-reported raceSelf-report measuresMAIN OUTCOMEUS adultsFunctional limitationsPercentage of peopleSignificant decreaseAdultsA Longitudinal Study Exploring Learning Environment Culture and Subsequent Risk of Burnout Among Resident Physicians Overall and by Gender
Dyrbye LN, West CP, Herrin J, Dovidio J, Cunningham B, Yeazel M, Lam V, Onyeador IN, Wittlin NM, Burke SE, Hayes SN, Phelan SM, van Ryn M. A Longitudinal Study Exploring Learning Environment Culture and Subsequent Risk of Burnout Among Resident Physicians Overall and by Gender. Mayo Clinic Proceedings 2021, 96: 2168-2183. PMID: 34218879, DOI: 10.1016/j.mayocp.2020.12.036.Peer-Reviewed Original ResearchComparative Risk of Serious Infections With Tumor Necrosis Factor α Antagonists vs Vedolizumab in Patients With Inflammatory Bowel Diseases
Singh S, Heien HC, Herrin J, Dulai PS, Sangaralingham L, Shah ND, Sandborn WJ. Comparative Risk of Serious Infections With Tumor Necrosis Factor α Antagonists vs Vedolizumab in Patients With Inflammatory Bowel Diseases. Clinical Gastroenterology And Hepatology 2021, 20: e74-e88. PMID: 33640480, PMCID: PMC8384969, DOI: 10.1016/j.cgh.2021.02.032.Peer-Reviewed Original ResearchConceptsInflammatory bowel diseaseSerious infectionsMarginal structural Cox proportional hazards modelsCox proportional hazards modelBaseline disease characteristicsRetrospective cohort studyAdministrative claims databaseProportional hazards modelTime-varying useCohort studyBowel diseaseTreatment initiationUlcerative colitisHealthcare utilizationClaims databaseDisease characteristicsTumor necrosisVedolizumabLower riskHazards modelPatientsInfectionAntagonistInsurance coverageRisk
2020
Evaluation of Cancer Care After Medicaid Expansion Under the Affordable Care Act
Salazar MC, Canavan ME, Walters SL, Herrin J, Schwartz JL, Leapman M, Boffa DJ. Evaluation of Cancer Care After Medicaid Expansion Under the Affordable Care Act. JAMA Network Open 2020, 3: e2017544. PMID: 32990734, PMCID: PMC7525361, DOI: 10.1001/jamanetworkopen.2020.17544.Peer-Reviewed Original Research
2019
Prevalence, Awareness, and Treatment of Isolated Diastolic Hypertension: Insights From the China PEACE Million Persons Project
Mahajan S, Zhang D, He S, Lu Y, Gupta A, Spatz ES, Lu J, Huang C, Herrin J, Liu S, Yang J, Wu C, Cui J, Zhang Q, Li X, Nasir K, Zheng X, Krumholz HM, Li J, Dong Z, Jiang B, Zhang Y, Liu Y, Meng Y, Xi Y, Tian Y, Fu Y, Liu T, Yan S, Jin L, Wang J, Xu X, Xing X, Zhang L, Fang X, Xu Y, Xu C, Fan L, Qi M, Qi J, Li J, Liu Q, Feng Y, Wang J, Wen H, Xu J, He J, Jiang C, Yang C, Yu Y, Tashi Z, Hu Z, Zhang J, Li X, Ma S, Ma Y, Huang Y, Zhang Y, Shen J. Prevalence, Awareness, and Treatment of Isolated Diastolic Hypertension: Insights From the China PEACE Million Persons Project. Journal Of The American Heart Association 2019, 8: e012954. PMID: 31566101, PMCID: PMC6806046, DOI: 10.1161/jaha.119.012954.Peer-Reviewed Original ResearchConceptsMillion Persons ProjectPrior cardiovascular eventsBody mass indexAntihypertensive medicationsDiastolic hypertensionCardiovascular eventsDiabetes mellitusMass indexIsolated diastolic hypertensionDiastolic blood pressureSelf-reported diagnosisTreatment of peoplePersons ProjectBlood pressureTreatment patternsHypertensionLeast collegeHigher likelihoodMellitusMedicationsPrevalenceTreatmentDiagnosisSubstantial numberCurrent useContact and role modeling predict bias against lesbian and gay individuals among early-career physicians: A longitudinal study
Wittlin NM, Dovidio JF, Burke SE, Przedworski JM, Herrin J, Dyrbye L, Onyeador IN, Phelan SM, van Ryn M. Contact and role modeling predict bias against lesbian and gay individuals among early-career physicians: A longitudinal study. Social Science & Medicine 2019, 238: 112422. PMID: 31391147, PMCID: PMC6744977, DOI: 10.1016/j.socscimed.2019.112422.Peer-Reviewed Original ResearchThe Effects of Racism in Medical Education on Students' Decisions to Practice in Underserved or Minority Communities.
Phelan SM, Burke SE, Cunningham BA, Perry SP, Hardeman RR, Dovidio JF, Herrin J, Dyrbye LN, White RO, Yeazel MW, Onyeador IN, Wittlin NM, Harden K, van Ryn M. The Effects of Racism in Medical Education on Students' Decisions to Practice in Underserved or Minority Communities. Academic Medicine 2019, 94: 1178-1189. PMID: 30920443, DOI: 10.1097/acm.0000000000002719.Peer-Reviewed Original ResearchConceptsMedical schoolsManifestations of racismStudents' decisionsStudents' intentionPractice intentionsService-learning experienceU.S. medical schoolsUnderserved communitiesHigh-need communitiesMedical students' intentionsCulture/climateLearning experienceMinority studentsMedical educationSchoolsAttitudes/behaviorsStudentsExplicit racial attitudesMinority communitiesEffects of racismCurriculumMatriculationStructural racismRacismAttitudesAssociation of Racial Bias With Burnout Among Resident Physicians
Dyrbye L, Herrin J, West CP, Wittlin NM, Dovidio JF, Hardeman R, Burke SE, Phelan S, Onyeador IN, Cunningham B, van Ryn M. Association of Racial Bias With Burnout Among Resident Physicians. JAMA Network Open 2019, 2: e197457. PMID: 31348503, PMCID: PMC6661712, DOI: 10.1001/jamanetworkopen.2019.7457.Peer-Reviewed Original ResearchConceptsSymptoms of burnoutResident physiciansFT scoreRacial disparitiesDose-response associationHealth careDirect patient interactionResident physician trainingCohort studyBlack patientsMultivariable analysisPhysician respondentsHigh prevalenceMAIN OUTCOMEWhite raceMedical careBurnout itemsSymptomsPhysiciansPatient interactionsMaslach Burnout InventoryPhysician trainingTime pointsCareScarce evidenceDo pregnant women living in higher well-being populations in the USA experience lower risk of preterm delivery? A cross-sectional study
Riley C, Roy B, Herrin J, Spatz E, Silvestri MT, Arora A, Kell KP, Rula EY, Krumholz HM. Do pregnant women living in higher well-being populations in the USA experience lower risk of preterm delivery? A cross-sectional study. BMJ Open 2019, 9: e024143. PMID: 31048427, PMCID: PMC6501974, DOI: 10.1136/bmjopen-2018-024143.Peer-Reviewed Original ResearchConceptsPreterm birthCross-sectional studyIndividual risk factorsPreterm deliveryRisk factorsPregnant womenLower riskMaternal risk factorsPrimary outcome measurePrimary independent variableGestational ageMaternal riskOutcome measuresUS birthsHealth StatisticsBirth dataBeing IndexWomenBirthGallup-Sharecare WellLower ratesQuintileRiskDeliveryPopulation
2018
Risk of Systemic Adverse Events Associated with Intravitreal Anti–VEGF Therapy for Diabetic Macular Edema in Routine Clinical Practice
Maloney MH, Schilz SR, Herrin J, Sangaralingham LR, Shah ND, Barkmeier AJ. Risk of Systemic Adverse Events Associated with Intravitreal Anti–VEGF Therapy for Diabetic Macular Edema in Routine Clinical Practice. Ophthalmology 2018, 126: 1007-1015. PMID: 30292542, DOI: 10.1016/j.ophtha.2018.09.040.Peer-Reviewed Original ResearchConceptsDiabetic macular edemaRoutine clinical practiceSystemic serious adverse eventsMacular laserMajor bleedingCerebrovascular diseaseMyocardial infarctionClinical practiceCause hospitalizationAdverse eventsHazard ratioIntravitreal corticosteroidsAnti-VEGFMacular edemaDME treatmentTreatment of DMEIntravitreal anti-VEGF therapyCox proportional hazards regressionAnti-VEGF pharmacotherapySystemic safety profileCorticosteroid-treated patientsRetrospective cohort studySerious adverse eventsSystemic adverse eventsMacular laser photocoagulationAssociation of Clinical Specialty With Symptoms of Burnout and Career Choice Regret Among US Resident Physicians.
Dyrbye LN, Burke SE, Hardeman RR, Herrin J, Wittlin NM, Yeazel M, Dovidio JF, Cunningham B, White RO, Phelan SM, Satele DV, Shanafelt TD, van Ryn M. Association of Clinical Specialty With Symptoms of Burnout and Career Choice Regret Among US Resident Physicians. JAMA 2018, 320: 1114-1130. PMID: 30422299, PMCID: PMC6233627, DOI: 10.1001/jama.2018.12615.Peer-Reviewed Original ResearchConceptsCareer choice regretSymptoms of burnoutResident physiciansClinical specialtiesUS resident physiciansLevel of anxietyRelative riskProspective cohort studyHigher relative riskCohort studyMultivariable analysisFemale sexBaseline questionnaireMAIN OUTCOMEGeneral surgeryHigh riskLower riskUS Medical Licensing Examination Step 1 scoresMedical schoolsSymptomsInternal medicinePhysiciansDemographic characteristicsRisk of burnoutEmergency medicineAssociation 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 characteristics