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
2022
Criminal Legal Involvement Among Recently Separated Veterans: Findings From the LIMBIC Study
Elbogen EB, Amuan M, Kennedy E, Blakey SM, Graziano RC, Hooshyar D, Tsai J, Nelson RE, Vanneman ME, Jones AL, Pugh MJ. Criminal Legal Involvement Among Recently Separated Veterans: Findings From the LIMBIC Study. Law And Human Behavior 2022, 46: 385-394. PMID: 36227321, DOI: 10.1037/lhb0000497.Peer-Reviewed Original ResearchConceptsSerious mental illnessSubstance use disordersMilitary dischargeRisk factorsPersonality disorderUse disordersTransition Assistance ProgramMental illnessCo-occurring mental disordersCo-occurring substance use disordersVeterans Affairs (VA) health careLongitudinal cohort studyTraumatic brain injuryNeighborhood-level risk factorsPhysical health conditionsDisadvantaged neighborhoodsLegal involvementLarger longitudinal studyCohort studyMultivariable analysisBrain injuryNeighborhood of residenceHigh riskLarge effect sizesMental disorders