Extracting 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 statisticsComplementary and Integrative Health Approaches and Pain Care Quality in the Veterans Health Administration Primary Care Setting: A Quasi-Experimental Analysis
Han L, Luther S, Finch D, Dobscha S, Skanderson M, Bathulapalli H, Fodeh S, Hahm B, Bouayad L, Lee A, Goulet J, Brandt C, Kerns R. Complementary and Integrative Health Approaches and Pain Care Quality in the Veterans Health Administration Primary Care Setting: A Quasi-Experimental Analysis. Journal Of Alternative And Complementary Medicine 2023, 29: 420-429. PMID: 36971840, PMCID: PMC10280173, DOI: 10.1089/jicm.2022.0686.Peer-Reviewed Original ResearchConceptsPain care qualityPrimary care settingCIH exposureIntegrative health approachesCare settingsPropensity scorePain managementCIH approachesPCQ scoresPrimary care clinic visitsHealth approachCare qualityInternational clinical guidelinesChronic pain managementPrimary care capacityDeclaration of AstanaVHA initiativesClinic visitsMusculoskeletal painBenefits patientsMassage therapyClinical guidelinesExposure groupCare capacityMusculoskeletal disorders