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 systemVeterans
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 patterns
2021
Pain intensity and pain medication prescription patterns in Veterans with heart failure and back pain
Cavanagh CE, Rosman L, Chui PW, DeRycke E, Bathulapalli H, Gandhi P, Bastian LA, Burg MM, Brandt C, Goulet JL. Pain intensity and pain medication prescription patterns in Veterans with heart failure and back pain. Heart & Lung 2021, 50: 770-774. PMID: 34225088, DOI: 10.1016/j.hrtlng.2021.04.016.Peer-Reviewed Original ResearchConceptsComorbid heart failureHeart failureBack painPain intensityMedication prescription patternsPain medication prescriptionsHigher likelihoodGabapentin prescriptionsNSAID prescriptionsPrescription patternsSevere painPain conditionsMedication prescriptionsClinical managementPainMusculoskeletal disordersDisorder cohortLower likelihoodVeteransFurther studiesPrescriptionFailureOpioidsCardiovascularCohortDocumentation 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 violenceExamining Health Care Mobility of Transgender Veterans Across the Veterans Health Administration
Wang KH, McAvay G, Warren A, Miller ML, Pho A, Blosnich JR, Brandt CA, Goulet JL. Examining Health Care Mobility of Transgender Veterans Across the Veterans Health Administration. LGBT Health 2021, 8: 143-151. PMID: 33512276, PMCID: PMC8098769, DOI: 10.1089/lgbt.2020.0152.Peer-Reviewed Original ResearchConceptsVeterans Health AdministrationPost-traumatic stress disorderHealth care systemTransgender veteransCare systemHealth AdministrationComplex chronic health conditionsVHA electronic health recordsConditional logistic regression modelsChronic health conditionsDiagnosis of depressionDifferent health care systemsHealth care servicesLogistic regression modelsElectronic health recordsHepatitis CMultidisciplinary careCare coordinationDepressive disorderMultivariable modelGeneral populationCare servicesOlder ageStress disorderHealth conditions
2020
Nonsteroidal Anti-inflammatory Drugs vs Cognitive Behavioral Therapy for Arthritis Pain
Fraenkel L, Buta E, Suter L, Dubreuil M, Levy C, Najem C, Brennan M, Corn B, Kerns R, Goulet J. Nonsteroidal Anti-inflammatory Drugs vs Cognitive Behavioral Therapy for Arthritis Pain. JAMA Internal Medicine 2020, 180: 1194-1202. PMID: 32702101, PMCID: PMC7372512, DOI: 10.1001/jamainternmed.2020.2821.Peer-Reviewed Original ResearchConceptsNonsteroidal anti-inflammatory drugsWOMAC pain scorePain scoresAnti-inflammatory drugsGlobal ImpressionKnee osteoarthritisMeloxicam groupMcMaster Universities Osteoarthritis Index (WOMAC) pain scoreCurrent nonsteroidal anti-inflammatory drugsLong-term clinical benefitMean differencePain score differenceParticipant global impressionWOMAC disability scoresKnee osteoarthritis painLower extremity disabilityPrimary outcome measureSignificant differencesCognitive behavioral therapy programCognitive behavioral therapyBehavioral therapy programBaseline painOsteoarthritis painTreat basisDisability scoresExploring 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 populationsAre we missing opioid-related deaths among people with HIV?
Becker WC, Gordon KS, Edelman EJ, Goulet JL, Kerns RD, Marshall BDL, Fiellin DA, Justice AC, Tate JP. Are we missing opioid-related deaths among people with HIV? Drug And Alcohol Dependence 2020, 212: 108003. PMID: 32417360, PMCID: PMC9580216, DOI: 10.1016/j.drugalcdep.2020.108003.Peer-Reviewed Original ResearchConceptsVeterans Aging Cohort StudyOpioid useOverdose deathsLife-limiting conditionsUnnatural deathsGreater oddsAging Cohort StudyVACS IndexOpioid exposureCohort studyHIV infectionHIV statusRisk factorsOdds ratioDeath filesIndex causeHIVDisease severityDeathDecedentsIllicit useDifferential misclassificationOddsCauseOpioids
2019
Predictors of initiation of and retention on medications for alcohol use disorder among people living with and without HIV
Oldfield BJ, McGinnis KA, Edelman EJ, Williams EC, Gordon AJ, Akgün K, Crystal S, Fiellin LE, Gaither JR, Goulet JL, Korthuis PT, Marshall BDL, Justice AC, Bryant K, Fiellin DA, Kraemer KL. Predictors of initiation of and retention on medications for alcohol use disorder among people living with and without HIV. Journal Of Substance Use And Addiction Treatment 2019, 109: 14-22. PMID: 31856946, PMCID: PMC6982467, DOI: 10.1016/j.jsat.2019.11.002.Peer-Reviewed Original ResearchConceptsAlcohol use disorderUse disordersHIV statusUninfected individualsVeterans Aging Cohort Study (VACS) dataEvidence-based medicationsNew alcohol use disorderPrevalence of initiationMultivariable logistic regressionPredictors of initiationFacility-level predictorsCohort study dataMedication initiationPrescription fillsMultivariable analysisBlack raceTreatment gapDecreased oddsNew diagnosisPLWHOlder ageLogistic regressionMedicationsHIVSpecific subpopulationsDepression and all‐cause mortality risk in HIV‐infected and HIV‐uninfected US veterans: a cohort study
So‐Armah K, Gupta S, Kundu S, Stewart J, Goulet J, Butt A, Sico J, Marconi, Crystal S, Rodriguez‐Barradas M, Budoff M, Gibert C, Chang C, Bedimo R, Freiberg. Depression and all‐cause mortality risk in HIV‐infected and HIV‐uninfected US veterans: a cohort study. HIV Medicine 2019, 20: 317-329. PMID: 30924577, PMCID: PMC6459698, DOI: 10.1111/hiv.12726.Peer-Reviewed Original ResearchConceptsHIV infectionMajor depressive disorderHIV statusDepressive symptomsMedian followCause mortalityDepressive disorderMortality riskVeterans Aging Cohort Study (VACS) dataDeath rateMajor depressive disorder diagnosisFirst clinic visitCause mortality riskPHQ-9 scoresNinth Revision codesPatient Health QuestionnaireDepressive disorder diagnosisPHQ-9 dataCohort study dataContribution of depressionDepression definitionsClinic visitsCohort studyComorbid conditionsEligible participants
2018
Patterns of Alcohol Use Among Patients Living With HIV in Urban, Large Rural, and Small Rural Areas
Bensley KM, McGinnis KA, Fortney J, Chan KCG, Dombrowski JC, Ornelas I, Edelman EJ, Goulet JL, Satre DD, Justice AC, Fiellin DA, Williams EC. Patterns of Alcohol Use Among Patients Living With HIV in Urban, Large Rural, and Small Rural Areas. The Journal Of Rural Health 2018, 35: 330-340. PMID: 30339740, PMCID: PMC6502702, DOI: 10.1111/jrh.12326.Peer-Reviewed Original ResearchConceptsSmall rural areasAlcohol useAUDIT-C alcoholElectronic health record dataHealth record dataAlcohol-related interventionsPrevalence of AUDAlcohol use outcomesHeavy episodic drinkingPLWHRural areasReporting useHIVUse outcomesRecord dataEpisodic drinkingPatientsPrevalenceRegression modelsDrinkingRuralityAUDUnique challengesOpioid Use Among Veterans of Recent Wars Receiving Veterans Affairs Chiropractic Care
Lisi AJ, Corcoran KL, DeRycke EC, Bastian LA, Becker WC, Edmond SN, Goertz CM, Goulet JL, Haskell SG, Higgins DM, Kawecki T, Kerns RD, Mattocks K, Ramsey C, Ruser CB, Brandt CA. Opioid Use Among Veterans of Recent Wars Receiving Veterans Affairs Chiropractic Care. Pain Medicine 2018, 19: s54-s60. PMID: 30203014, DOI: 10.1093/pm/pny114.Peer-Reviewed Original ResearchConceptsOEF/OIF/OND veteransOpioid prescriptionsChiropractic visitsOpioid useChiropractic careOperations Enduring Freedom/Iraqi Freedom/New DawnMore opioid prescriptionsVA chiropractic servicesPercentage of veteransCross-sectional analysisOpioid receiptClinic visitsClinical characteristicsCurrent smokingSevere painChiropractic clinicChiropractic servicesVisitsHigher likelihoodVeteransPrescriptionCareFurther studiesAdministrative dataOne-thirdProject STEP: Implementing the Veterans Health Administration’s Stepped Care Model of Pain Management
Edmond SN, Moore BA, Dorflinger LM, Goulet JL, Becker WC, Heapy AA, Sellinger JJ, Lee AW, Levin FL, Ruser CB, Kerns RD. Project STEP: Implementing the Veterans Health Administration’s Stepped Care Model of Pain Management. Pain Medicine 2018, 19: s30-s37. PMID: 30203015, DOI: 10.1093/pm/pny094.Peer-Reviewed Original ResearchConceptsVA Connecticut Healthcare SystemPrimary care providersVeterans Health AdministrationPain careStepped care modelCare providersPain managementCare modelHealth care utilization dataMultimodal pain careNonopioid analgesic prescribingLong-term opioidsElectronic health record dataPain intensity ratingsHealth record dataClinical health psychologyNonpharmacological servicesAnalgesic prescribingOpioid prescribingPharmacological managementNonpharmacological approachesNonpharmacological treatmentsReferral practicesPhysical therapyCare practicesRelationships Between Temporomandibular Disorders, MSD Conditions, and Mental Health Comorbidities: Findings from the Veterans Musculoskeletal Disorders Cohort
Fenton BT, Goulet JL, Bair MJ, Cowley T, Kerns RD. Relationships Between Temporomandibular Disorders, MSD Conditions, and Mental Health Comorbidities: Findings from the Veterans Musculoskeletal Disorders Cohort. Pain Medicine 2018, 19: s61-s68. PMID: 30203016, DOI: 10.1093/pm/pny145.Peer-Reviewed Original ResearchConceptsMental health comorbiditiesTemporomandibular disordersRace/ethnicityHealth comorbiditiesTMD casesAssociation of TMDNational Veterans Health AdministrationNonwhite race/ethnicityNontraumatic joint disordersChronic painful conditionsVeterans Health AdministrationChi-square testCross-sectional analysisObservational cohortBack painPainful conditionsJoint disordersComorbidity patternsMood disordersHispanic ethnicityHispanic womenMale veteransComorbiditiesHealth AdministrationDisorder cohortEvaluation 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
Discontinuing a non-steroidal anti-inflammatory drug (NSAID) in patients with knee osteoarthritis: Design and protocol of a placebo-controlled, noninferiority, randomized withdrawal trial
Goulet JL, Buta E, Brennan M, Heapy A, Fraenkel L. Discontinuing a non-steroidal anti-inflammatory drug (NSAID) in patients with knee osteoarthritis: Design and protocol of a placebo-controlled, noninferiority, randomized withdrawal trial. Contemporary Clinical Trials 2017, 65: 1-7. PMID: 29198731, DOI: 10.1016/j.cct.2017.11.020.Peer-Reviewed Original ResearchMeSH KeywordsAcetaminophenAdultAge FactorsAgedAged, 80 and overAnti-Inflammatory Agents, Non-SteroidalDisability EvaluationDouble-Blind MethodEquivalence Trials as TopicFemaleHumansMaleMeloxicamMiddle AgedOsteoarthritis, KneePain MeasurementPatient Education as TopicResearch DesignSeverity of Illness IndexSex FactorsSocial SupportYoung AdultConceptsNon-steroidal anti-inflammatory drugsUse of NSAIDsOA knee painKnee painKnee osteoarthritisAnti-inflammatory drugsWithdrawal trialCurrent non-steroidal anti-inflammatory drugsKnee OA painPainful knee osteoarthritisClasses of medicationsLower extremity disabilityTwo-week runFirst clinical trialVA healthcare systemOA painEligible subjectsSecondary outcomesPrimary outcomeGlobal ImpressionNSAID toxicityNoninferiority marginClinical trialsExtremity disabilityCommon causeIncident Cardiovascular Risk Factors Among Men and Women Veterans After Return From Deployment
Haskell SG, Brandt C, Burg M, Bastian L, Driscoll M, Goulet J, Mattocks K, Dziura J. Incident Cardiovascular Risk Factors Among Men and Women Veterans After Return From Deployment. Medical Care 2017, 55: 948-955. PMID: 28984707, DOI: 10.1097/mlr.0000000000000801.Peer-Reviewed Original ResearchConceptsCardiovascular risk factorsCV risk factorsRisk factorsImpact of sexWomen veteransClinical Modification diagnostic codesIncident cardiovascular risk factorsPrimary care visitsCoronary artery diseaseElectronic health record dataRisk of obesityVeterans Health AdministrationIncident risk factorsHealth record dataMental health conditionsBlack womenNew International ClassificationCare visitsCohort studyArtery diseaseFemale sexDiagnostic codesIncidence rateProtective effectInternational ClassificationOpioid dosing trends over eight years among US Veterans with musculoskeletal disorders after returning from service in support of recent conflicts
Han L, Allore H, Goulet J, Bathulapali H, Skanderson M, Brandt C, Haskell S, Krebs E. Opioid dosing trends over eight years among US Veterans with musculoskeletal disorders after returning from service in support of recent conflicts. Annals Of Epidemiology 2017, 27: 563-569.e3. PMID: 28890282, PMCID: PMC5647654, DOI: 10.1016/j.annepidem.2017.08.015.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAnalgesics, OpioidChronic PainDrug PrescriptionsElectronic PrescribingFemaleHumansMaleMental HealthMiddle AgedMusculoskeletal DiseasesOpioid-Related DisordersPrescription DrugsStress Disorders, Post-TraumaticUnited StatesUnited States Department of Veterans AffairsVeteransVeterans HealthYoung AdultConceptsHigh-dose prescribingOpioid prescriptionsMental health diagnosesMusculoskeletal disordersDaily morphine equivalentsHealth diagnosisHigh-dose therapyLong-term opioidsHigh-dose prescriptionsAverage daily dosePosttraumatic stress disorderMorphine equivalentsDose therapyDaily dosePatient characteristicsChronic painUS veteransOdds ratioPrescribingStress disorderBaseline periodGeographic confoundingVeteransPrescriptionOpioidsRacial and Ethnic Differences in Total Knee Arthroplasty in the Veterans Affairs Health Care System, 2001–2013
Hausmann LRM, Brandt CA, Carroll CM, Fenton BT, Ibrahim SA, Becker WC, Burgess DJ, Wandner LD, Bair MJ, Goulet JL. Racial and Ethnic Differences in Total Knee Arthroplasty in the Veterans Affairs Health Care System, 2001–2013. Arthritis Care & Research 2017, 69: 1171-1178. PMID: 27788302, PMCID: PMC5538734, DOI: 10.1002/acr.23137.Peer-Reviewed Original ResearchConceptsTotal knee arthroplastyKnee arthroplastyOA diagnosisHispanic-white differencesHispanic veteransVeterans Affairs Health Care SystemTotal knee arthroplasty (TKA) rateCox proportional hazards regressionTotal knee arthroplasty proceduresIncreased clinical severityKnee arthroplasty ratesPotential clinical confoundersPain intensity scoresProportional hazards regressionBody mass indexKnee arthroplasty proceduresEthnic differencesMusculoskeletal disorder diagnosisHealth care systemElectronic health recordsClinical confoundersHazards regressionMass indexRheumatology specialistsClinical severityMultiple Sources of Prescription Payment and Risky Opioid Therapy Among Veterans
Becker WC, Fenton BT, Brandt CA, Doyle EL, Francis J, Goulet JL, Moore BA, Torrise V, Kerns RD, Kreiner PW. Multiple Sources of Prescription Payment and Risky Opioid Therapy Among Veterans. Medical Care 2017, 55: s33-s36. PMID: 28410338, DOI: 10.1097/mlr.0000000000000722.Peer-Reviewed Original ResearchConceptsOpioid therapySource of paymentHigher oddsHigh-dose opioid therapyHigh-risk opioid prescribingMorphine equivalent daily dosePayment sourceOpioid analgesic prescriptionsPrescription monitoring programsEquivalent daily doseCross-sectional studyAnalgesic prescriptionOpioid prescribingBenzodiazepine therapyDaily doseUS veteransFiscal year 2014TherapyPrivate insuranceLogistic regressionRelated harmsPrescription paymentAnalytic sampleOpioidsOdds