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
2019
Association Between Chiropractic Use and Opioid Receipt Among Patients with Spinal Pain: A Systematic Review and Meta-analysis
Corcoran KL, Bastian LA, Gunderson CG, Steffens C, Brackett A, Lisi AJ. Association Between Chiropractic Use and Opioid Receipt Among Patients with Spinal Pain: A Systematic Review and Meta-analysis. Pain Medicine 2019, 21: e139-e145. PMID: 31560777, DOI: 10.1093/pm/pnz219.Peer-Reviewed Original ResearchConceptsOpioid receiptSpinal painChiropractic useOpioid prescriptionsChiropractic careSystematic reviewMeta-AnalysisChiropractic usersProportion of patientsCase-control studyPairs of reviewersCase management strategiesNoncancer painNeck painRandom effects analysisCohort studyOpioid useBack painDatabase inceptionInverse associationOdds ratioBias assessmentInclusion criteriaLower oddsCurrent evidence