2023
Metformin prescription for U.S. veterans with prediabetes, 2010–2019
Gulanski B, Goulet J, Radhakrishnan K, Ko J, Li Y, Rajeevan N, Lee K, Heberer K, Lynch J, Streja E, Mutalik P, Cheung K, Concato J, Shih M, Lee J, Aslan M. Metformin prescription for U.S. veterans with prediabetes, 2010–2019. Journal Of Investigative Medicine 2023, 72: 139-150. PMID: 37668313, DOI: 10.1177/10815589231201141.Peer-Reviewed Original ResearchConceptsBody mass indexVeterans Health AdministrationIncident prediabetesHigh riskHealth AdministrationRetrospective observational cohort studyType 2 diabetes mellitusUse of metforminObservational cohort studyProportion of veteransMetformin prescribingGestational diabetesCohort studyMetformin prescriptionDiabetes mellitusDiabetes preventionMass indexCardiovascular diseaseMultivariable modelPrediabetesSubset of individualsMetforminU.S. veteransHealthcare systemVeteransFall-related Injuries and Opioid Administration Among Veterans With Dementia in US Department of Veterans Affairs Community Living Centers
Wang H, Cai S, Caprio T, Goulet J, Intrator O. Fall-related Injuries and Opioid Administration Among Veterans With Dementia in US Department of Veterans Affairs Community Living Centers. Medical Care 2023, 61: 579-586. PMID: 37476853, DOI: 10.1097/mlr.0000000000001889.Peer-Reviewed Original ResearchConceptsFall-related injuriesOpioid Safety InitiativeOpioid administrationCLC residentsVeterans Affairs Community Living CentersAlzheimer's diseasePropensity scoreSafety initiativesMinimum Data Set assessmentsMedication administration dataOpioid use reductionPrescription refill dataCommunity Living CentersMedicare Part D dataNursing home residentsLong-stay residentsPart D dataNonopioid usersOpioid useRefill dataUntreated painHome residentsVA CLCsAdjusted probabilityCare recordsOpioid use and opioid use disorder in mono and dual-system users of veteran affairs medical centers
Goulet J, Cheng Y, Becker W, Brandt C, Sandbrink F, Workman T, Ma P, Libin A, Shara N, Spevak C, Kupersmith J, Zeng-Treitler Q. Opioid use and opioid use disorder in mono and dual-system users of veteran affairs medical centers. Frontiers In Public Health 2023, 11: 1148189. PMID: 37124766, PMCID: PMC10141670, DOI: 10.3389/fpubh.2023.1148189.Peer-Reviewed Original ResearchMeSH KeywordsAnalgesics, OpioidFemaleHumansMaleOpioid-Related DisordersRetrospective StudiesUnited StatesUnited States Department of Veterans AffairsVeteransConceptsOpioid use disorderNew opioid prescriptionsOpioid prescriptionsOUD diagnosisVA careUse disordersPrevalence of OUDVeterans Affairs Medical CenterGuideline-concordant careRetrospective cohort studyMultivariate logistic regressionNon-VA sourcesVeterans Administration dataCommunity care servicesPrescription sourceUS healthcare systemOpioid medicationsOpioid useCohort studyConcordant careActive patientsVA cliniciansIntra-class correlationMedical CenterWhite raceTrends in Risk-Adjusted Initiation and Reduction of Opioid Use among Veterans With Dementia in US Department of Veterans Affairs Community Living Centers
Wang H, Cai S, Caprio T, Goulet J, Intrator O. Trends in Risk-Adjusted Initiation and Reduction of Opioid Use among Veterans With Dementia in US Department of Veterans Affairs Community Living Centers. Journal Of The American Medical Directors Association 2023, 24: 1061-1067.e4. PMID: 36963437, DOI: 10.1016/j.jamda.2023.02.015.Peer-Reviewed Original ResearchConceptsCommunity Living CentersAdministration dayOpioid cohortMinimum Data SetOpioid administrationGuideline periodVeterans Affairs Community Living CentersLiving CentersMedication administration dataReduction of opioidsSafe pain reliefNursing home residentsFacility-level characteristicsHealth care professionalsVA Central OfficeQuality of careOpioid initiationOpioid dosageNonpharmacologic treatmentsOpioid usePain reliefOpioid misuseRetrospective studyCLC residentsBenzodiazepine administration
2022
Joint longitudinal trajectories of pain intensity and opioid prescription in veterans with back pain
Buta E, Gordon KS, Gueorguieva R, Becker WC, Heapy A, Bathulapalli H, Zeng Q, Redd D, Brandt C, Goulet J. Joint longitudinal trajectories of pain intensity and opioid prescription in veterans with back pain. Pharmacoepidemiology And Drug Safety 2022, 31: 1262-1271. PMID: 35996825, DOI: 10.1002/pds.5531.Peer-Reviewed Original ResearchConceptsBack painOpioid prescriptionsPain/Pain intensityRetrospective cohort studyTrajectories of painElectronic health record dataMental health diagnosesHealth record dataHigh opioidCohort studyClinical predictorsHigher oddsPainLatent class growth analysisOpioidsPain classesHealth diagnosisRecord dataVeteransLongitudinal trajectoriesPrescriptionOddsTrajectory classesDistinct patternsMental Health Diagnoses are Not Associated With Indicators of Lower Quality Pain Care in Electronic Health Records of a National Sample of Veterans Treated in Veterans Health Administration Primary Care Settings
Dobscha SK, Luther SL, Kerns RD, Finch DK, Goulet JL, Brandt CA, Skanderson M, Bathulapalli H, Fodeh SJ, Hahm B, Bouayad L, Lee A, Han L. Mental Health Diagnoses are Not Associated With Indicators of Lower Quality Pain Care in Electronic Health Records of a National Sample of Veterans Treated in Veterans Health Administration Primary Care Settings. Journal Of Pain 2022, 24: 273-281. PMID: 36167230, PMCID: PMC9898089, DOI: 10.1016/j.jpain.2022.08.009.Peer-Reviewed Original ResearchConceptsPain care qualityQuality pain careMental health conditionsPrimary care cliniciansVeterans Health AdministrationPain carePCQ scoresHealth conditionsCare cliniciansUse disordersCare qualitySevere musculoskeletal painRetrospective cohort studyPrimary care visitsGeneral medical carePrimary care settingElectronic health record dataFinal adjusted modelMental health diagnosesEquation Poisson modelsHealth record dataBipolar disorder diagnosisSubstance use disordersAlcohol use disorderPost-traumatic stress disorder
2021
Documentation of Screening for Firearm Access by Healthcare Providers in the Veterans Healthcare System: A Retrospective Study
Brandt CA, Workman TE, Farmer MM, Akgün KM, Abel EA, Skanderson M, Bean-Mayberry B, Zeng-Treitler Q, Mason M, Bastian LA, Goulet JL, Post LA. Documentation of Screening for Firearm Access by Healthcare Providers in the Veterans Healthcare System: A Retrospective Study. Western Journal Of Emergency Medicine 2021, 22: 525-532. PMID: 34125022, PMCID: PMC8203018, DOI: 10.5811/westjem.2021.4.51203.Peer-Reviewed Original ResearchConceptsClinical notesPatient characteristicsHealthcare providersFirearm accessElectronic health record clinical notesProportion of patientsOutpatient care visitsVeterans Healthcare SystemCohort of veteransUnited States military veteransMilitary service characteristicsDocumentation of screeningDocumentation of accessFirst yearRace/ethnicityCare visitsOutpatient visitsClinical comorbiditiesRetrospective studyVHA careEmergency clinicHandling of firearmsDemographic dataSystemwide processRisk of violence
2020
Exploring supervised machine learning approaches to predicting Veterans Health Administration chiropractic service utilization
Coleman BC, Fodeh S, Lisi AJ, Goulet JL, Corcoran KL, Bathulapalli H, Brandt CA. Exploring supervised machine learning approaches to predicting Veterans Health Administration chiropractic service utilization. Chiropractic & Manual Therapies 2020, 28: 47. PMID: 32680545, PMCID: PMC7368704, DOI: 10.1186/s12998-020-00335-4.Peer-Reviewed Original ResearchConceptsSpinal pain conditionsService utilizationPain conditionsChiropractic careConservative interventionsChiropractic servicesVA chiropractic servicesRetrospective cohort studyHealthcare service utilizationHealthcare cost burdenLimited clinical utilityLower healthcare costsCohort entryCohort studyDiagnosis cohortPain statusPrimary outcomeChiropractic visitsClinical featuresUS adultsClinical utilityHealthcare costsDifferent clinical populationsVisitsClinical populations
2018
Dual Use of Department of Veterans Affairs and Medicare Benefits on High‐Risk Opioid Prescriptions in Veterans Aged 65 Years and Older: Insights from the VA Musculoskeletal Disorders Cohort
Chui PW, Bastian LA, DeRycke E, Brandt CA, Becker WC, Goulet JL. Dual Use of Department of Veterans Affairs and Medicare Benefits on High‐Risk Opioid Prescriptions in Veterans Aged 65 Years and Older: Insights from the VA Musculoskeletal Disorders Cohort. Health Services Research 2018, 53: 5402-5418. PMID: 30298672, PMCID: PMC6235820, DOI: 10.1111/1475-6773.13060.Peer-Reviewed Original ResearchConceptsVeterans Health AdministrationOpioid prescriptionsHigh-risk opioid prescriptionsLong-term opioid therapyLong-term opioid useMultivariable logistic regressionMusculoskeletal disorder diagnosisMSD cohortOpioid therapyClinical characteristicsOpioid useVHA dataRetrospective analysisHealth AdministrationNational MedicareDisorder cohortDual useLogistic regressionDisorder diagnosisMedicareMedicare benefitsVeteransPrescriptionCohortAssociationEvaluation of Complementary and Integrative Health Approaches Among US Veterans with Musculoskeletal Pain Using Propensity Score Methods
Han L, Goulet JL, Skanderson M, Bathulapalli H, Luther SL, Kerns RD, Brandt CA. Evaluation of Complementary and Integrative Health Approaches Among US Veterans with Musculoskeletal Pain Using Propensity Score Methods. Pain Medicine 2018, 20: 90-102. PMID: 29584926, PMCID: PMC6329442, DOI: 10.1093/pm/pny027.Peer-Reviewed Original ResearchConceptsIntegrative health approachesPS matchingCIH exposureMusculoskeletal painPropensity score methodsSelf-rated pain intensityHealth approachHigher pain intensity ratingsPain intensity outcomesChronic musculoskeletal painPain intensity ratingsIPTW modelsRetrospective cohortPain intensityChronic painClinical visitsInitial diagnosisChiropractic careUS veteransBaseline differencesTreatment weightingExposure groupPainScore methodTreatment effectiveness
2017
Trends in diagnosis of painful neck and back conditions, 2002 to 2011
Sinnott PL, Dally SK, Trafton J, Goulet JL, Wagner TH. Trends in diagnosis of painful neck and back conditions, 2002 to 2011. Medicine 2017, 96: e6691. PMID: 28514286, PMCID: PMC5440123, DOI: 10.1097/md.0000000000006691.Peer-Reviewed Original ResearchConceptsBack painPain problemsPainful neckLarge national healthcare systemRetrospective observational cohort studyEffective care systemNeck pain conditionsObservational cohort studyPrevalence of diagnosesBack conditionsBack pain problemsDiagnosis of neckCohort studyPain conditionsCalendar year 2002Incident casesRevision codesNational cohortNational healthcare systemIncidence ratePrevalent casesPrevalence ratesInternational ClassificationPainAverage duration
2016
Estimating healthcare mobility in the Veterans Affairs Healthcare System
Wang KH, Goulet JL, Carroll CM, Skanderson M, Fodeh S, Erdos J, Womack JA, Abel EA, Bathulapalli H, Justice AC, Nunez-Smith M, Brandt CA. Estimating healthcare mobility in the Veterans Affairs Healthcare System. BMC Health Services Research 2016, 16: 609. PMID: 27769221, PMCID: PMC5075153, DOI: 10.1186/s12913-016-1841-4.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overDelivery of Health CareElectronic Health RecordsEmigration and ImmigrationFemaleHospitals, VeteransHumansMaleMental DisordersMiddle AgedPatient Acceptance of Health CareRetrospective StudiesUnited StatesUnited States Department of Veterans AffairsVeteransVeterans HealthYoung AdultConceptsHealthcare systemVeterans Health Administration electronic health recordsVeterans Affairs Healthcare SystemHealthcare mobilityRetrospective cohort studyHepatitis C virusOutcomes of careDifferent healthcare systemsDistinct healthcare systemsElectronic health recordsClinical characteristicsCohort studyHealthcare utilizationC virusSpecialty carePsychiatric disordersYounger veteransDisease preventionYounger agePopulation healthHealth recordsVeteransStatus changesCareYear period
2014
Use of Department of Veterans Affairs Administrative Data to Identify Veterans With Acute Low Back Pain
Lisi AJ, Burgo-Black AL, Kawecki T, Brandt CA, Goulet JL. Use of Department of Veterans Affairs Administrative Data to Identify Veterans With Acute Low Back Pain. Spine 2014, 39: 1151-1156. PMID: 24732845, DOI: 10.1097/brs.0000000000000350.Peer-Reviewed Original ResearchMeSH KeywordsAcute PainAdultDatabases, FactualHumansLow Back PainMalePilot ProjectsRetrospective StudiesUnited StatesUnited States Department of Veterans AffairsVeteransConceptsLow back painICD-9 codesChart reviewLBP casesBack painAcute casesAdministrative dataVA primary care servicesAcute low back painVeterans Affairs administrative dataAdministrative data variablesStructured chart reviewLumbar magnetic resonanceVeterans Affairs databasePrimary care servicesVA administrative dataChart review findingsElectronic medical recordsLogistic regression modelsAdministrative data modelsAcute LBPNonacute casesTramadol prescriptionsRetrospective reviewTherapy orders
2013
Prevalence and correlates of suicidal ideation among Operation Enduring Freedom and Operation Iraqi Freedom veterans
Corson K, Denneson LM, Bair MJ, Helmer DA, Goulet JL, Dobscha SK. Prevalence and correlates of suicidal ideation among Operation Enduring Freedom and Operation Iraqi Freedom veterans. Journal Of Affective Disorders 2013, 149: 291-298. PMID: 23531358, DOI: 10.1016/j.jad.2013.01.043.Peer-Reviewed Original ResearchConceptsOEF/OIF veteransPositive depression screenOperation Iraqi Freedom veteransSuicidal ideationIraqi Freedom veteransOIF veteransDepression screenPrimary careOperation Enduring FreedomNon-Hispanic white veteransPHQ-2 scoreAdjusted odds ratioPatient Health QuestionnaireMental health clinicsManual chart reviewHigher PHQ-2 scoresEnduring FreedomOdds of SIPost-traumatic stress disorderNon-white veteransSuicidal ideation assessmentValidity of toolsRisk assessment toolChart reviewPatient population
2011
Nonmedical use of prescription opioids and pain in veterans with and without HIV
Barry DT, Goulet JL, Kerns RK, Becker WC, Gordon AJ, Justice AC, Fiellin DA. Nonmedical use of prescription opioids and pain in veterans with and without HIV. Pain 2011, 152: 1133-1138. PMID: 21354703, PMCID: PMC3086805, DOI: 10.1016/j.pain.2011.01.038.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAnalgesics, OpioidChi-Square DistributionCohort StudiesFemaleHealth SurveysHIV InfectionsHumansLogistic ModelsMaleMental DisordersMiddle AgedOdds RatioOpioid-Related DisordersPainPain MeasurementPrescriptionsPsychiatric Status Rating ScalesRetrospective StudiesSelf ReportSurveys and QuestionnairesVeterans HealthYoung AdultConceptsHuman immunodeficiency virusPrescription opioidsComponent summaryHIV statusPain interferenceUse disordersForm Health Survey Mental Component SummarySF-12 Physical Component SummaryVeterans Aging Cohort StudyNonmedical usePharmacy record dataAlcohol Use Disorders Identification Test (AUDIT) scoresAging Cohort StudyPhysical component summaryMental component summaryOpioid use disorderMedian participant ageDrug use disordersLegitimate medical reasonsPast-month cigarette useChi-squared testU.S. military veteransHepatitis COpioid prescriptionsCohort studyGlycemic Control and Infections in Patients with Diabetes Undergoing Noncardiac Surgery
King JT, Goulet JL, Perkal MF, Rosenthal RA. Glycemic Control and Infections in Patients with Diabetes Undergoing Noncardiac Surgery. Annals Of Surgery 2011, 253: 158-165. PMID: 21135698, DOI: 10.1097/sla.0b013e3181f9bb3a.Peer-Reviewed Original ResearchConceptsSerum glucose concentrationPerioperative glucose controlPostoperative infectionGlucose controlSurgical proceduresDiabetic patientsGlucose concentrationNational Surgical Quality Improvement Program databaseInfection rateOverall postoperative infection rateQuality Improvement Program databaseMultivariate Poisson regression modelNoncardiac surgical proceduresPostoperative infectious complicationsImprovement Program databasePostoperative infection rateSurgical outcome dataNationwide samplePoisson regression modelsPreoperative HbA1cPreoperative laboratoryInfectious complicationsNoncardiac surgeryNoncardiac operationsGlycemic control
2010
Comparison of outpatient health care utilization among returning women and men Veterans from Afghanistan and Iraq
Duggal M, Goulet JL, Womack J, Gordon K, Mattocks K, Haskell SG, Justice AC, Brandt CA. Comparison of outpatient health care utilization among returning women and men Veterans from Afghanistan and Iraq. BMC Health Services Research 2010, 10: 175. PMID: 20565985, PMCID: PMC2910695, DOI: 10.1186/1472-6963-10-175.Peer-Reviewed Original ResearchMeSH KeywordsAdultAfghan Campaign 2001-Ambulatory Care FacilitiesCohort StudiesFemaleHumansIraq War, 2003-2011MaleRetrospective StudiesUnited StatesVeteransConceptsVA health careOEF/OIF veteransHealth care servicesCare servicesMen veteransOperation Enduring FreedomWomen veteransOIF veteransOperation Iraqi FreedomOutpatient health care utilizationVA electronic medical recordsOutpatient health care servicesVeterans AdministrationSingle VA facilityHealth care utilizationHealth careOutpatient care servicesElectronic medical recordsNonuse of servicesGender differencesRetrospective cohortCare utilizationProspective studyMedical recordsVA facilities