2024
The association between prolonged SARS-CoV-2 symptoms and work outcomes
Venkatesh A, Yu H, Malicki C, Gottlieb M, Elmore J, Hill M, Idris A, Montoy J, O’Laughlin K, Rising K, Stephens K, Spatz E, Weinstein R, Group F. The association between prolonged SARS-CoV-2 symptoms and work outcomes. PLOS ONE 2024, 19: e0300947. PMID: 39074096, PMCID: PMC11285965, DOI: 10.1371/journal.pone.0300947.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 symptomsReturn to workAssociated with increased oddsAnalyzed self-reported dataNational cohort studySelf-reported dataLong COVIDCOVID-19 pandemicLost work timePublic health emergencyWork absenteeismMissed workdaysElectronic surveyEmployment statusSARS-CoV-2 infectionWell-being impactsOdds ratioWork lossCohort studyNumerous healthImpact of long COVIDCOVID-19Risk factorsThree-monthsHealth emergencyAssociation of marital/partner status with hospital readmission among young adults with acute myocardial infarction.
Zhu C, Dreyer R, Li F, Spatz E, Caraballo C, Mahajan S, Raparelli V, Leifheit E, Lu Y, Krumholz H, Spertus J, D'Onofrio G, Pilote L, Lichtman J. Association of marital/partner status with hospital readmission among young adults with acute myocardial infarction. PLOS ONE 2024, 19: e0287949. PMID: 38277368, PMCID: PMC10817183, DOI: 10.1371/journal.pone.0287949.Peer-Reviewed Original ResearchConceptsMarital/partner statusPsychosocial factorsAcute myocardial infarctionYoung adultsHospital dischargeYear of hospital dischargeYoung acute myocardial infarctionAssociated with 1.3-foldCohort of young adultsLong-term readmissionCox proportional hazards modelsStatus interactionSimilar-aged menMyocardial infarctionProportional hazards modelUnpartnered statusPatient interviewsPhysician panelCardiovascular healthHospital readmissionSocioeconomic factorsAMI survivorsSequential adjustmentCardiac readmissionMultiple imputation
2023
Impact of Marital Stress on 1‐Year Health Outcomes Among Young Adults With Acute Myocardial Infarction
Zhu C, Dreyer R, Li F, Spatz E, Caraballo‐Cordovez C, Mahajan S, Raparelli V, Leifheit E, Lu Y, Krumholz H, Spertus J, D'Onofrio G, Pilote L, Lichtman J. Impact of Marital Stress on 1‐Year Health Outcomes Among Young Adults With Acute Myocardial Infarction. Journal Of The American Heart Association 2023, 12: e030031. PMID: 37589125, PMCID: PMC10547344, DOI: 10.1161/jaha.123.030031.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionCardiac-specific qualityGeneric health statusMyocardial infarctionBaseline healthMarital stressHealth outcomesHealth statusWorse patient-reported outcomesMental healthYoung adultsObservational cohort studyPatient-reported outcomesSocioeconomic factorsWorse mental healthReadmission 1Cause readmissionCohort studyYounger patientsRoutine screeningDepressive symptomsGreater oddsAnginaMale participantsOutcomes
2019
Association of Diabetes Mellitus With Health Status Outcomes in Young Women and Men After Acute Myocardial Infarction: Results From the VIRGO Study
Ding Q, Funk M, Spatz ES, Whittemore R, Lin H, Lipska KJ, Dreyer RP, Spertus JA, Krumholz HM. Association of Diabetes Mellitus With Health Status Outcomes in Young Women and Men After Acute Myocardial Infarction: Results From the VIRGO Study. Journal Of The American Heart Association 2019, 8: e010988. PMID: 31441351, PMCID: PMC6755841, DOI: 10.1161/jaha.118.010988.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAge FactorsDiabetes MellitusFemaleHealth StatusHealth Status IndicatorsHumansMaleMental HealthMiddle AgedMyocardial InfarctionPatient Reported Outcome MeasuresPredictive Value of TestsPrevalencePrognosisQuality of LifeRecovery of FunctionRisk AssessmentRisk FactorsSex FactorsSpainTime FactorsUnited StatesYoung AdultConceptsAcute myocardial infarctionEuroQol visual analogue scaleSeattle Angina QuestionnaireDiabetes mellitusForm Health SurveyHealth status outcomesHealth statusVIRGO StudyAnalog scaleMyocardial infarctionHealth SurveyStatus outcomesYoung adultsSAQ angina frequencyCardiovascular risk factorsHealth status scoresRisk of mortalityWorse health statusPoor health statusQuality of lifeWorse anginaAngina QuestionnaireClinical characteristicsHealthcare useStatus scoreDo 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 ratesQuintileRiskDeliveryPopulationAssociation of Income Disparities with Patient-Reported Healthcare Experience
Okunrintemi V, Khera R, Spatz ES, Salami JA, Valero-Elizondo J, Warraich HJ, Virani SS, Blankstein R, Blaha MJ, Pawlik TM, Dharmarajan K, Krumholz HM, Nasir K. Association of Income Disparities with Patient-Reported Healthcare Experience. Journal Of General Internal Medicine 2019, 34: 884-892. PMID: 30783877, PMCID: PMC6544715, DOI: 10.1007/s11606-019-04848-4.Peer-Reviewed Original ResearchConceptsPatient healthcare experienceHealthcare experiencesHigher oddsMedical Expenditure Panel Survey cohortHealthcare providersRepresentative US adult populationUS adult populationTimes higher oddsQuality of careTimes greater oddsLow incomePoor healthcare experiencesRetrospective studyPatient incomePatient levelPatient reportsUS adultsProvider satisfactionGreater oddsPatientsHealth outcomesSurvey cohortAdult populationStudy participantsAspects of accessSevere cardiovascular morbidity in women with hypertensive diseases during delivery hospitalization
Ackerman CM, Platner MH, Spatz ES, Illuzzi JL, Xu X, Campbell KH, Smith GN, Paidas MJ, Lipkind HS. Severe cardiovascular morbidity in women with hypertensive diseases during delivery hospitalization. American Journal Of Obstetrics And Gynecology 2019, 220: 582.e1-582.e11. PMID: 30742823, DOI: 10.1016/j.ajog.2019.02.010.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultCardiomyopathiesCardiovascular DiseasesCerebrovascular DisordersCohort StudiesEclampsiaEducational StatusElectric CountershockEthnicityFemaleHeart ArrestHeart FailureHospitalizationHumansHypertension, Pregnancy-InducedInformation Storage and RetrievalInsurance, HealthLogistic ModelsMiddle AgedMultivariate AnalysisMyocardial InfarctionNew York CityObesity, MaternalPovertyPre-EclampsiaPregnancyRetrospective StudiesSeverity of Illness IndexVentricular FibrillationYoung AdultConceptsSevere cardiovascular morbidityCardiovascular morbidityDelivery hospitalizationsHypertensive disordersSevere featuresNormotensive womenGestational hypertensionCardiovascular diseaseRetrospective cohort studyClinical risk factorsPregnancy-related deathsMultivariable logistic regressionChronic hypertensionDiligent screeningSingleton gestationsCohort studyHypertensive diseaseDiabetes mellitusMaternal deathsRisk factorsInclusion criteriaDiseases-10HospitalizationMorbidityPreeclampsia
2018
Variation in the Use of Warfarin and Direct Oral Anticoagulants in Atrial Fibrillation and Associated Cost Implications
Rodwin BA, Salami JA, Spatz ES, Valero-Elizondo J, Virani SS, Blankstein R, Blaha MJ, Nasir K, Desai NR. Variation in the Use of Warfarin and Direct Oral Anticoagulants in Atrial Fibrillation and Associated Cost Implications. The American Journal Of Medicine 2018, 132: 61-70.e1. PMID: 30290193, DOI: 10.1016/j.amjmed.2018.09.026.Peer-Reviewed Original ResearchConceptsDirect oral anticoagulantsUse of DOACsAtrial fibrillationOral anticoagulantsDiseases Ninth Edition (ICD-9) codesPocket costsProportion of patientsUse of warfarinNinth Edition codesMedical Expenditure Panel SurveyPrescription drug useTotal drug expendituresPrescription drug spendingWarfarin useAnticoagulant useNationwide cohortClinical factorsMedication useEdition codesStudy populationInternational ClassificationDrug useFibrillationClinical groupsAnticoagulantsPresentation, Clinical Profile, and Prognosis of Young Patients With Myocardial Infarction With Nonobstructive Coronary Arteries (MINOCA): Results From the VIRGO Study
Safdar B, Spatz ES, Dreyer RP, Beltrame JF, Lichtman JH, Spertus JA, Reynolds HR, Geda M, Bueno H, Dziura JD, Krumholz HM, D'Onofrio G. Presentation, Clinical Profile, and Prognosis of Young Patients With Myocardial Infarction With Nonobstructive Coronary Arteries (MINOCA): Results From the VIRGO Study. Journal Of The American Heart Association 2018, 7: e009174. PMID: 29954744, PMCID: PMC6064896, DOI: 10.1161/jaha.118.009174.Peer-Reviewed Original ResearchConceptsMI-CAD patientsNonobstructive coronary arteriesMI-CADYounger patientsClinical profileCoronary arteryMyocardial infarctionTraditional cardiac risk factorsAcute myocardial infarction patientsCardiac risk factorsGestational diabetes mellitusMyocardial infarction patientsTimes higher oddsMINOCA patientsSAQ qualityVIRGO StudyClinical characteristicsHypercoaguable stateDiabetes mellitusObstructive diseaseClinical outcomesInfarction patientsRisk factorsMINOCAPsychosocial statusSex Differences in Omega‐3 and ‐6 Fatty Acids and Health Status Among Young Adults With Acute Myocardial Infarction: Results From the VIRGO Study
Lu Y, Ding Q, Xu X, Spatz ES, Dreyer RP, D'Onofrio G, Caulfield M, Nasir K, Spertus JA, Krumholz HM. Sex Differences in Omega‐3 and ‐6 Fatty Acids and Health Status Among Young Adults With Acute Myocardial Infarction: Results From the VIRGO Study. Journal Of The American Heart Association 2018, 7: e008189. PMID: 29848494, PMCID: PMC6015388, DOI: 10.1161/jaha.117.008189.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionHealth status scoresArachidonic acidVIRGO StudyStatus scoreMyocardial infarctionHealth statusPoorer health status outcomesYoung menPatient-reported health statusYoung womenOmega-3 fatty acidsSex differencesPatient-reported outcomesFatty acidsHealth status outcomesCardiovascular outcomesClinical characteristicsAdjusted analysisAMI patientsRisk factorsUS adultsStatus outcomesOmega-3Women 1Identifying county characteristics associated with resident well-being: A population based study
Roy B, Riley C, Herrin J, Spatz ES, Arora A, Kell KP, Welsh J, Rula EY, Krumholz HM. Identifying county characteristics associated with resident well-being: A population based study. PLOS ONE 2018, 13: e0196720. PMID: 29791476, PMCID: PMC5965855, DOI: 10.1371/journal.pone.0196720.Peer-Reviewed Original ResearchConceptsCounty-level factorsClinical careCross-sectional studyQuality of lifeBetter health outcomesMulti-dimensional assessmentHealth outcomesBeing IndexGallup-Sharecare WellUS residentsCareCounty characteristicsSurvey participantsResident wellUS countiesScoresCounty equivalentsAssessmentFactorsCohortSex Differences in Timeliness of Reperfusion in Young Patients With ST‐Segment–Elevation Myocardial Infarction by Initial Electrocardiographic Characteristics
Gupta A, Barrabes JA, Strait K, Bueno H, Porta‐Sánchez A, Acosta‐Vélez J, Lidón R, Spatz E, Geda M, Dreyer RP, Lorenze N, Lichtman J, D'Onofrio G, Krumholz HM. Sex Differences in Timeliness of Reperfusion in Young Patients With ST‐Segment–Elevation Myocardial Infarction by Initial Electrocardiographic Characteristics. Journal Of The American Heart Association 2018, 7: e007021. PMID: 29514807, PMCID: PMC5907538, DOI: 10.1161/jaha.117.007021.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAge of OnsetElectrocardiographyFemaleHealthcare DisparitiesHumansMaleMiddle AgedMyocardial ReperfusionPredictive Value of TestsProspective StudiesRisk AssessmentRisk FactorsSex FactorsSpainST Elevation Myocardial InfarctionTime FactorsTime-to-TreatmentTreatment OutcomeUnited StatesYoung AdultConceptsST-segment elevation myocardial infarctionElectrocardiographic characteristicsMyocardial infarctionReperfusion delayYounger patientsVentricular hypertrophyST elevationPrehospital ECGLateral leadsMultivariable logistic regression modelTimeliness of reperfusionVoltage criteriaElevation myocardial infarctionLeft ventricular hypertrophyAcute myocardial infarctionYears of ageLogistic regression modelsSex differencesClinical characteristicsCohort studyElectrocardiographic correlatesMultivariable analysisFemale sexSpanish hospitalsReperfusion guidelines
2017
Design and rationale of the Cardiovascular Health and Text Messaging (CHAT) Study and the CHAT-Diabetes Mellitus (CHAT-DM) Study: two randomised controlled trials of text messaging to improve secondary prevention for coronary heart disease and diabetes
Huo X, Spatz ES, Ding Q, Horak P, Zheng X, Masters C, Zhang H, Irwin ML, Yan X, Guan W, Li J, Li X, Spertus JA, Masoudi FA, Krumholz HM, Jiang L. Design and rationale of the Cardiovascular Health and Text Messaging (CHAT) Study and the CHAT-Diabetes Mellitus (CHAT-DM) Study: two randomised controlled trials of text messaging to improve secondary prevention for coronary heart disease and diabetes. BMJ Open 2017, 7: e018302. PMID: 29273661, PMCID: PMC5778311, DOI: 10.1136/bmjopen-2017-018302.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overBlood PressureChinaCoronary DiseaseDiabetes Mellitus, Type 1Diabetes Mellitus, Type 2ExerciseFemaleGlycated HemoglobinHumansLife StyleMaleMedication AdherenceMiddle AgedMotivationResearch DesignRisk FactorsSecondary PreventionSelf CareSingle-Blind MethodTelemedicineText MessagingYoung AdultConceptsSystolic blood pressureBody mass indexTrials of textProportion of patientsMedication adherencePhysical activitySecondary outcomesPrimary outcomeSmoking cessationCardiovascular healthMellitus StudySecondary coronary heart disease preventionCoronary heart disease preventionLow-density lipoprotein cholesterolUsual scientific forumsBlood pressure controlRisk factor managementHeart disease preventionCoronary heart diseaseMobile health interventionsInstitutional review boardUniversity Institutional Review BoardBehavioral skills modelText messagingBehavioral change techniquesAge Differences in Hospital Mortality for Acute Myocardial Infarction: Implications for Hospital Profiling.
Dharmarajan K, McNamara RL, Wang Y, Masoudi FA, Ross JS, Spatz EE, Desai NR, de Lemos JA, Fonarow GC, Heidenreich PA, Bhatt DL, Bernheim SM, Slattery LE, Khan YM, Curtis JP. Age Differences in Hospital Mortality for Acute Myocardial Infarction: Implications for Hospital Profiling. Annals Of Internal Medicine 2017, 167: 555-564. PMID: 28973634, PMCID: PMC9359429, DOI: 10.7326/m16-2871.Peer-Reviewed Original ResearchConceptsRisk-standardized mortality ratesAcute myocardial infarctionOlder patientsYounger patientsMyocardial infarctionAge groupsHospital risk-standardized mortality ratesRetrospective cohort studyHospital mortality rankingsNational Quality ForumHospital mortalityMedian hospitalHospital outcomesCohort studyACTION RegistryAMI mortalityAmerican CollegeMedicare beneficiariesAMI hospitalizationPatientsMortality rateHospitalQuality ForumHospital ValueHospital profilingPatient–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 outcomeSex Differences in Inflammatory Markers and Health Status Among Young Adults With Acute Myocardial Infarction
Lu Y, Zhou S, Dreyer RP, Spatz ES, Geda M, Lorenze NP, D'Onofrio G, Lichtman JH, Spertus JA, Ridker PM, Krumholz HM. Sex Differences in Inflammatory Markers and Health Status Among Young Adults With Acute Myocardial Infarction. Circulation Cardiovascular Quality And Outcomes 2017, 10: e003470. PMID: 28228461, PMCID: PMC5459381, DOI: 10.1161/circoutcomes.116.003470.Peer-Reviewed Original ResearchMeSH Keywords1-Alkyl-2-acetylglycerophosphocholine EsteraseAdolescentAdultAge of OnsetBiomarkersChi-Square DistributionComorbidityC-Reactive ProteinFemaleHealth Status DisparitiesHumansInflammation MediatorsLinear ModelsMaleMiddle AgedMultivariate AnalysisMyocardial InfarctionProspective StudiesRisk AssessmentRisk FactorsSex FactorsSocioeconomic FactorsUnited StatesUp-RegulationYoung AdultConceptsHigh-sensitivity C-reactive proteinAcute myocardial infarctionHigher inflammatory levelsInflammatory markersPoor health statusHealth statusYoung womenMyocardial infarctionInflammatory levelsTargeted anti-inflammatory treatmentsElevated inflammatory markersResidual cholesterol riskResidual inflammatory riskSex differencesAnti-inflammatory treatmentAnti-inflammatory therapyC-reactive proteinHigher mortality riskYoung menPhospholipase A2Years of ageCardiovascular outcomesMultivariable adjustmentPatient characteristicsSecondary preventionFavorable cardiovascular risk factor profile is associated with lower healthcare expenditure and resource utilization among adults with diabetes mellitus free of established cardiovascular disease: 2012 Medical Expenditure Panel Survey (MEPS)
Feldman DI, Valero-Elizondo J, Salami JA, Rana JS, Ogunmoroti O, Osondu CU, Spatz ES, Virani SS, Blankstein R, Blaha MJ, Veledar E, Nasir K. Favorable cardiovascular risk factor profile is associated with lower healthcare expenditure and resource utilization among adults with diabetes mellitus free of established cardiovascular disease: 2012 Medical Expenditure Panel Survey (MEPS). Atherosclerosis 2017, 258: 79-83. PMID: 28214425, DOI: 10.1016/j.atherosclerosis.2017.02.004.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedCardiovascular DiseasesCost SavingsDiabetes ComplicationsDiabetes MellitusFemaleHealth Care CostsHealth Care SurveysHealth ExpendituresHealth ResourcesHumansLogistic ModelsMaleMiddle AgedModels, EconomicOdds RatioProcess Assessment, Health CareRisk AssessmentRisk FactorsTime FactorsTreatment OutcomeUnited StatesYoung AdultConceptsFavorable cardiovascular risk factor profileCardiovascular risk factor profileRisk factor profileDiabetes mellitusMedical Expenditure Panel SurveyLower healthcare expendituresCardiovascular diseaseCRF profileDM statusHealthcare expendituresFactor profileCVD-free individualsMean annual expenditureLifestyle modificationMean ageIndividualized prescriptionTwo-part econometric modelEconomic burdenTherapeutic treatmentMellitusDiseaseCost dataAnnual expenditureIndividualsResource utilization
2016
Sex differences in lipid profiles and treatment utilization among young adults with acute myocardial infarction: Results from the VIRGO study
Lu Y, Zhou S, Dreyer RP, Caulfield M, Spatz ES, Geda M, Lorenze NP, Herbert P, D'Onofrio G, Jackson EA, Lichtman JH, Bueno H, Spertus JA, Krumholz HM. Sex differences in lipid profiles and treatment utilization among young adults with acute myocardial infarction: Results from the VIRGO study. American Heart Journal 2016, 183: 74-84. PMID: 27979045, PMCID: PMC5459396, DOI: 10.1016/j.ahj.2016.09.012.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionLipid profileYoung womenLipoprotein cholesterolLipoprotein profileMyocardial infarctionTreatment utilizationLow-density lipoprotein cholesterolHigh-density lipoprotein cholesterolLow HDL cholesterol levelsYoung adultsHigh-intensity doseMajor lipid abnormalitiesSex differencesAdverse lipid profileFavorable lipoprotein profileHDL cholesterol ratioLower total cholesterolHDL cholesterol levelsHigher HDL cholesterolImportant risk factorHigher mortality riskMultivariate regression analysisVIRGO StudyCardiovascular outcomesSexual Activity and Function in the Year After an Acute Myocardial Infarction Among Younger Women and Men in the United States and Spain
Lindau ST, Abramsohn E, Bueno H, D’Onofrio G, Lichtman JH, Lorenze NP, Sanghani RM, Spatz ES, Spertus JA, Strait KM, Wroblewski K, Zhou S, Krumholz HM. Sexual Activity and Function in the Year After an Acute Myocardial Infarction Among Younger Women and Men in the United States and Spain. JAMA Cardiology 2016, 1: 754-764. PMID: 27579897, PMCID: PMC5459405, DOI: 10.1001/jamacardio.2016.2362.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionSexual function problemsSexual activityMyocardial infarctionYoung AMI Patients (VIRGO) studyYoung womenSexual problemsModifiable risk factorsLogistic regression analysisMultinomial logistic regression analysisPrevalent sexual problemPhysician counselingMedian ageMost young adultsSexual functionRisk factorsSpanish hospitalsMAIN OUTCOMEErectile difficultiesFirst monthYoung adultsTime pointsWomenMore womenPatient studiesEconomic Impact of Moderate‐Vigorous Physical Activity Among Those With and Without Established Cardiovascular Disease: 2012 Medical Expenditure Panel Survey
Valero‐Elizondo J, Salami JA, Osondu CU, Ogunmoroti O, Arrieta A, Spatz ES, Younus A, Rana JS, Virani SS, Blankstein R, Blaha MJ, Veledar E, Nasir K. Economic Impact of Moderate‐Vigorous Physical Activity Among Those With and Without Established Cardiovascular Disease: 2012 Medical Expenditure Panel Survey. Journal Of The American Heart Association 2016, 5: e003614. PMID: 27604455, PMCID: PMC5079024, DOI: 10.1161/jaha.116.003614.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedArrhythmias, CardiacCardiovascular DiseasesCase-Control StudiesCoronary Artery DiseaseDiabetes MellitusExerciseFemaleHealth ExpendituresHealth ServicesHeart FailureHumansHypercholesterolemiaHypertensionMaleMiddle AgedObesityPeripheral Arterial DiseaseRetrospective StudiesSmokingStrokeUnited StatesYoung AdultConceptsModerate-vigorous physical activityDays/weekPhysical activityHealth care expendituresTotal annual health care expendituresLower health care expendituresAnnual health care expendituresCare expendituresLower health care spendingModifiable risk factorsCardiovascular disease outcomesMedical Expenditure Panel SurveyFinal study sampleYears of ageQuality of lifeMedical Expenditure PanelLink logCVD statusHealth care spendingRisk factorsDisease outcomeStudy populationUS adultsRepresentative cohortTwo-part econometric model