2023
Association 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 AdministrationPatientsExtracting Pain Care Quality Indicators from U.S. Veterans Health Administration Chiropractic Care Using Natural Language Processing
Coleman B, Finch D, Wang R, Luther S, Heapy A, Brandt C, Lisi A. Extracting Pain Care Quality Indicators from U.S. Veterans Health Administration Chiropractic Care Using Natural Language Processing. Applied Clinical Informatics 2023, 14: 600-608. PMID: 37164327, PMCID: PMC10411229, DOI: 10.1055/a-2091-1162.Peer-Reviewed Original ResearchConceptsCare quality indicatorsVeterans Health AdministrationVisit typePain assessmentChiropractic careConsultation visitCare qualityClinic visit typePain care qualityComprehensive pain assessmentWomen Veterans Cohort StudyCare visitsCohort studyMusculoskeletal painManagement visitsVisit notesHealth AdministrationConsultation notesChiropractic servicesVisitsQuality indicatorsMean numberTreatment planningPatientsDescriptive statistics
2021
ICD-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 populationsFactors Associated With Posttraumatic Stress Disorder Among Veterans of Recent Wars Receiving Veterans Affairs Chiropractic Care
Coleman BC, Corcoran KL, DeRycke EC, Bastian LA, Brandt CA, Haskell SG, Heapy AA, Lisi AJ. Factors Associated With Posttraumatic Stress Disorder Among Veterans of Recent Wars Receiving Veterans Affairs Chiropractic Care. Journal Of Manipulative And Physiological Therapeutics 2020, 43: 753-759. PMID: 32534740, DOI: 10.1016/j.jmpt.2019.10.016.Peer-Reviewed Original ResearchMeSH KeywordsAdultAfghan Campaign 2001-Armed ConflictsChiropracticCohort StudiesComorbidityCross-Sectional StudiesFemaleHumansIraq War, 2003-2011Logistic ModelsMaleManipulation, ChiropracticMiddle AgedMusculoskeletal PainPain ManagementPrevalenceStress Disorders, Post-TraumaticUnited StatesUnited States Department of Veterans AffairsVeteransConceptsPost-traumatic stress disorderOEF/OIF/OND veteransBody mass indexSubstance use disordersChiropractic carePTSD diagnosisPain intensityMass indexStress disorderUse disordersOperations Enduring Freedom/Iraqi Freedom/New DawnPrior PTSD diagnosisSevere pain intensityVA chiropractic clinicDiagnosis of PTSDPain management outcomesPrimary outcome measureNational cohort studyElectronic health record dataHealth record dataManagement of veteransCross-sectional analysisPosttraumatic stress disorderClinical characteristicsCohort study