2024
Impact of complementary health approaches on opioid prescriptions among veterans with musculoskeletal disorders – A retrospective cohort study
Han L, Goulet J, Skanderson M, Redd D, Brandt C, Zeng-Treitler Q. Impact of complementary health approaches on opioid prescriptions among veterans with musculoskeletal disorders – A retrospective cohort study. Journal Of Pain 2024, 26: 104695. PMID: 39384145, DOI: 10.1016/j.jpain.2024.104695.Peer-Reviewed Original ResearchIntegrative health approachesHealth approachOpioid prescriptionsMusculoskeletal disordersAdministration electronic health recordComplementary health approachesPrimary care visitsElectronic health recordsPharmacy dispensing recordsCIH approachesCare visitsDispensed opioid prescriptionsHealth recordsRetrospective cohort studyDispensing recordsPatient's painAnalytic sampleIndex diagnosisExposure groupCohort studyVeteransOpioid initiationQuasi-experimental investigationCIHPrescription
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 systemVeteransRisk factors for suicide among veterans living with and without HIV: a nested case-control study
Smith A, Goulet J, Vlahov D, Justice A, Womack J. Risk factors for suicide among veterans living with and without HIV: a nested case-control study. AIDS And Behavior 2023, 28: 115-124. PMID: 37751112, PMCID: PMC11289766, DOI: 10.1007/s10461-023-04164-3.Peer-Reviewed Original ResearchHIV-specific risk factorsVeterans Aging Cohort StudyCase-control studyRisk factorsRisk of suicideAging Cohort StudyDiagnosis of HIVMost risk factorsUse of benzodiazepinesConditional logistic regressionMental health treatmentSubstance use disordersPrevious suicide attemptsCohort studyHIV statusRates of suicideHigh prevalenceGeneral populationUse disordersHealth treatmentAffective disordersHIVSuicide attemptsLogistic regressionPWHAssociation between early nonpharmacological management and follow-up for low back pain in the veterans health administration
Coleman B, Lisi A, Abel E, Runels T, Goulet J. Association between early nonpharmacological management and follow-up for low back pain in the veterans health administration. North American Spine Society Journal (NASSJ) 2023, 14: 100233. PMID: 37440983, PMCID: PMC10333712, DOI: 10.1016/j.xnsj.2023.100233.Peer-Reviewed Original ResearchLow back painNonpharmacologic managementBack painVeterans Health Administration patientsFirst yearCommon reasons individualsObservational cohort studyProportional hazards regressionElectronic health record dataVeterans Health AdministrationPositive clinical outcomesHealth record dataDay of entryClinical covariablesCohort studyClinical outcomesNonpharmacological managementHazards regressionHealth cohortPatient groupPrimary interventionStudy populationBackground LowHealth AdministrationPatientsOpioid 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 ResearchConceptsOpioid 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 race
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
Suicide and Seizures
Bornovski Y, Jackson-Shaheed E, Argraves S, Hitchins A, Tolchin B, Galluzzo D, Cheung KH, Goulet J, Skanderson M, Brandt CA, Pugh MJ, Altalib H. Suicide and Seizures. Neurology Clinical Practice 2021, 11: 372-376. PMID: 34840864, PMCID: PMC8610527, DOI: 10.1212/cpj.0000000000001070.Peer-Reviewed Original ResearchPsychogenic nonepileptic seizuresSuicide-related behaviorsCohort studyRates of suicideRelative riskHigh riskVeterans Health Administration (VHA) servicesRetrospective cohort studyComparison groupNational cohort studyStandardized mortality ratioGeneral veteran populationIllicit drug abusePosttraumatic stress disorderElectronic health recordsDecreased riskPsychotropic medicationsMortality ratioMajor depressionNonepileptic seizuresAlcohol abuseVeteran populationEpilepsySeizuresPoisson regressionICD-10 Coding of Musculoskeletal Conditions in the Veterans Health Administration
Coleman BC, Goulet JL, Higgins DM, Bathulapalli H, Kawecki T, Ruser CB, Bastian LA, Martino S, Piette JD, Edmond SN, Heapy AA. ICD-10 Coding of Musculoskeletal Conditions in the Veterans Health Administration. Pain Medicine 2021, 22: 2597-2603. PMID: 33944953, PMCID: PMC8783617, DOI: 10.1093/pm/pnab161.Peer-Reviewed Original ResearchConceptsSpecialty care settingsVeterans Health AdministrationCare settingsDiagnosis codesMusculoskeletal diagnosesMusculoskeletal conditionsHealth AdministrationVeterans Health Administration (VHA) careLow back painLongitudinal cohort studyICD-10 codingVisit diagnosesCohort studyDiagnosis cohortBack painCommon diagnosisUnique patientsNumber of visitsInternational ClassificationMusculoskeletal carePotential diagnosisSecondary analysisPatientsDiagnosisMusculoskeletal system
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 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 misclassificationOddsCauseOpioidsThe Relationship Between Body Mass Index and Pain Intensity Among Veterans with Musculoskeletal Disorders: Findings from the MSD Cohort Study
Higgins DM, Buta E, Heapy AA, Driscoll MA, Kerns RD, Masheb R, Becker WC, Hausmann LRM, Bair MJ, Wandner L, Janke EA, Brandt CA, Goulet JL. The Relationship Between Body Mass Index and Pain Intensity Among Veterans with Musculoskeletal Disorders: Findings from the MSD Cohort Study. Pain Medicine 2020, 21: 2563-2572. PMID: 32186722, PMCID: PMC7778330, DOI: 10.1093/pm/pnaa043.Peer-Reviewed Original ResearchConceptsBody mass indexVeterans Health AdministrationPain intensityMass indexFunction of BMILow back pain groupOdds of painBack pain groupOverweight/obesityElectronic health record dataHealth record dataUS military veteransMusculoskeletal disorder diagnosisCohort studyOsteoarthritis groupPain groupMean ageNational cohortHigh prevalenceMSD diagnosisMusculoskeletal disordersPainHealth AdministrationDisorder diagnosisCross-sectional data
2019
Managing Functional Neurological Disorders: Protocol of a Cohort Study on Psychogenic Non-Epileptic Seizures Study
Altalib HH, Galluzzo D, Argraves S, Goulet J, Bornovski Y, Cheung KH, Jackson-Shaheed E, Tolchin B, Fenton BT, Pugh MJ. Managing Functional Neurological Disorders: Protocol of a Cohort Study on Psychogenic Non-Epileptic Seizures Study. Neuropsychiatric Disease And Treatment 2019, 15: 3557-3568. PMID: 31920316, PMCID: PMC6939176, DOI: 10.2147/ndt.s234852.Peer-Reviewed Original ResearchPsychogenic non-epileptic seizuresFunctional neurological disorderVeterans Affairs Healthcare SystemEmergency room visitsModel of careSuicide-related behaviorsElectronic health recordsSeizure frequencyCohort studyHospital admissionPNES diagnosisRoom visitsOutcome measurementsTreatment of PNESNeurological disordersOutcomes of veteransCourse of illnessNon-epileptic seizuresCourse of treatmentUtilization of psychotherapySeizure outcomeEmergency visitsMedical illnessNeurological symptomsNeurological lesionsScreening for Military Sexual Trauma Is Associated With Improved HIV Screening in Women Veterans
Reddy SM, Portnoy GA, Bathulapalli H, Womack J, Haskell SG, Mattocks K, Brandt CA, Goulet JL. Screening for Military Sexual Trauma Is Associated With Improved HIV Screening in Women Veterans. Medical Care 2019, 57: 536-543. PMID: 31194701, DOI: 10.1097/mlr.0000000000001130.Peer-Reviewed Original ResearchConceptsMilitary sexual traumaWomen veteransCohort studyComprehensive preventive health careVeterans AffairsSexual traumaOdds of HIVPositive MST screenHIV risk factorsWomen Veterans Cohort StudyHealth careCross-sectional studyMental health diagnosesPreventive health careFacility-level clusteringHistory of MSTMST screenHIV screeningMultivariable analysisHIV screenRisk factorsHIVHealth diagnosisBivariate statisticsDemographic characteristicsDepression 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
Impact of Cigarette Smoking Status on Pain Intensity Among Veterans With and Without Hepatitis C
Lynch SM, Wilson SM, DeRycke EC, Driscoll MA, Becker WC, Goulet JL, Kerns RD, Mattocks KM, Brandt CA, Bathulapalli H, Skanderson M, Haskell SG, Bastian LA. Impact of Cigarette Smoking Status on Pain Intensity Among Veterans With and Without Hepatitis C. Pain Medicine 2018, 19: s5-s11. PMID: 30203017, DOI: 10.1093/pm/pny146.Peer-Reviewed Original ResearchConceptsHepatitis C virusSevere pain intensityPain intensityElectronic medical recordsCurrent smokersSmoking statusVeterans Health Administration primary care clinicsOperations Enduring Freedom/Iraqi Freedom/New DawnIndependent risk factorInteraction of smokingNumeric rating scalePrimary care clinicsHigher pain intensityCigarette smoking statusICD-9 codesOEF/OIF/OND veteransCross-sectional analysisCohort studyCurrent smokingHepatitis C.Severe painPain managementTobacco smokingCare clinicsChronic pain
2017
Incident 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 ClassificationTrends 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 durationExamining Gender as a Correlate of Self-Reported Pain Treatment Use Among Recent Service Veterans with Deployment-Related Musculoskeletal Disorders
Driscoll MA, Higgins D, Shamaskin-Garroway A, Burger A, Buta E, Goulet JL, Heapy A, Kerns RD, Brandt CA, Haskell SG. Examining Gender as a Correlate of Self-Reported Pain Treatment Use Among Recent Service Veterans with Deployment-Related Musculoskeletal Disorders. Pain Medicine 2017, 18: 1767-1777. PMID: 28379576, DOI: 10.1093/pm/pnx023.Peer-Reviewed Original ResearchConceptsPain treatment modalitiesChronic painSelf-reported useCIH servicesPain treatmentPain careMusculoskeletal conditionsTreatment modalitiesRehabilitation therapyIntegrative health servicesInterventional pain treatmentsChronic pain treatmentWomen Veterans Cohort StudyVeterans Health AdministrationMental health conditionsSelf-rated healthGender differencesSample of veteransCorrelates of SelfCohort studyPain severityCare utilizationSpecialty careTreatment useInterventional strategies
2016
The Effect of Substance Use Disorders on the Association Between Guideline-concordant Long-term Opioid Therapy and All-cause Mortality
Gaither JR, Goulet JL, Becker WC, Crystal S, Edelman EJ, Gordon K, Kerns RD, Rimland D, Skanderson M, Justice AC, Fiellin DA. The Effect of Substance Use Disorders on the Association Between Guideline-concordant Long-term Opioid Therapy and All-cause Mortality. Journal Of Addiction Medicine 2016, 10: 418-428. PMID: 27610580, PMCID: PMC5083184, DOI: 10.1097/adm.0000000000000255.Peer-Reviewed Original ResearchConceptsSubstance use disordersLong-term opioid therapyCause mortalityOpioid therapySUD treatmentUse disordersLower mortalityTime-updated Cox regressionUntreated substance use disordersVeterans Aging Cohort StudyOpioid-prescribing guidelinesGuideline-concordant careSUD statusAging Cohort StudyClinical practice guidelinesSUD treatment servicesOverall sampleHIV patientsCohort studyCox regressionPractice guidelinesPatientsTreatment servicesHigh mortalityMortalityDepression and HIV Infection Are Associated With Higher Risks of All-Cause Mortality in US Veterans: A Cohort Study
Gupta S, So-Armah K, Stewart J, Chang J, Goulet J, Freiberg M. Depression and HIV Infection Are Associated With Higher Risks of All-Cause Mortality in US Veterans: A Cohort Study. Open Forum Infectious Diseases 2016, 3: 2179. DOI: 10.1093/ofid/ofw172.1727.Peer-Reviewed Original Research