2023
Associations Between Natural Language Processing–Enriched Social Determinants of Health and Suicide Death Among US Veterans
Mitra A, Pradhan R, Melamed R, Chen K, Hoaglin D, Tucker K, Reisman J, Yang Z, Liu W, Tsai J, Yu H. Associations Between Natural Language Processing–Enriched Social Determinants of Health and Suicide Death Among US Veterans. JAMA Network Open 2023, 6: e233079. PMID: 36920391, PMCID: PMC10018322, DOI: 10.1001/jamanetworkopen.2023.3079.Peer-Reviewed Original ResearchConceptsAdjusted odds ratioRisk of suicideSocial determinantsUS Veterans Health AdministrationSuicide deathsCohort entry dateStudy end dateNational Death IndexVeterans Health AdministrationCase-control studyConditional logistic regressionElectronic health record notesUnstructured clinical notesCohort entryDeath IndexMean ageUS veteransOdds ratioSDOHsVeteran deathsMAIN OUTCOMEHealth StudySDOHLarge effect sizesHealth Administration
2021
Utilization of Electroconvulsive Therapy for Older Homeless Adults Covered by Medicare
Wilkinson ST, Rhee TG, Tsai J. Utilization of Electroconvulsive Therapy for Older Homeless Adults Covered by Medicare. Psychiatric Quarterly 2021, 92: 1825-1837. PMID: 34468909, DOI: 10.1007/s11126-021-09946-3.Peer-Reviewed Original ResearchConceptsElectroconvulsive therapyOlder Medicare beneficiariesECT useMedicare beneficiariesOutpatient electroconvulsive therapyMajor depressive disorderLower odds ratioHomeless individualsOlder homeless adultsECT coursePsychiatric comorbidityUnadjusted ratesOutpatient settingDepressive disorderOdds ratioNon-homeless individualsHomeless patientsPsychosocial supportSociodemographic characteristicsSignificant covariatesOlder homeless individualsHomeless adultsTherapyLower ratesHomeless group
2013
Risk of Incarceration and Other Characteristics of Iraq and Afghanistan Era Veterans in State and Federal Prisons
Tsai J, Rosenheck RA, J. Kasprow W, McGuire JF. Risk of Incarceration and Other Characteristics of Iraq and Afghanistan Era Veterans in State and Federal Prisons. Psychiatric Services 2013, 64: 36-43. PMID: 23280456, DOI: 10.1176/appi.ps.201200188.Peer-Reviewed Original ResearchConceptsOEF/OIF/ONDOEF/OIF/OND veteransPosttraumatic stress disorderRisk of incarcerationOperation Enduring FreedomMental health servicesCombat-related posttraumatic stress disorderStepwise logistic regressionAfghanistan-era veteransIncarcerated veteransClinical characteristicsOdds ratioShort incarcerationsLower riskHealth servicesLogistic regressionOutreach servicesStress disorderDrug abuseCombat exposureEra veteransHealth careVeteransNational dataWeighted sample