2024
The criminal justice system in alcohol use treatment: a nationwide analysis of racial disparities in treatment referral and completion
Stenersen M, Peltier M, McKee S. The criminal justice system in alcohol use treatment: a nationwide analysis of racial disparities in treatment referral and completion. Alcohol And Alcoholism 2024, 59: agad092. PMID: 38266072, PMCID: PMC10807701, DOI: 10.1093/alcalc/agad092.Peer-Reviewed Original ResearchConceptsCJ systemCriminal justiceCriminal justice systemReferral to alcohol treatmentAnalysis of racial disparitiesInfluence of raceJustice systemTreatment completionNative peopleTreatment Episode Dataset-DischargeImpact of raceCommunities of colorTreatment referralAlcohol treatmentAlcohol use treatmentSubstance useRacial inequalityRacial disparitiesScholarly literatureUse treatmentAmerican Indian/Alaska Native peopleUnited StatesSeries of ANOVAsAlcohol useRace
2022
Using machine learning to predict heavy drinking during outpatient alcohol treatment
Roberts W, Zhao Y, Verplaetse T, Moore KE, Peltier MR, Burke C, Zakiniaeiz Y, McKee S. Using machine learning to predict heavy drinking during outpatient alcohol treatment. Alcohol Clinical And Experimental Research 2022, 46: 657-666. PMID: 35420710, PMCID: PMC9180421, DOI: 10.1111/acer.14802.Peer-Reviewed Original ResearchMeSH KeywordsAlcoholismAlgorithmsEthanolFemaleHumansMachine LearningMaleOutpatientsTreatment OutcomeConceptsAlcohol use disorderHeavy drinkingTreatment outcomesInvasive assessment methodsOutpatient AUD treatmentLast monthOutpatient alcohol treatmentMultisite clinical trialAccurate clinical predictionsHeavy alcohol useSex differencesBi-weekly sessionsAlcohol treatment outcomesPatient characteristicsClinical outcomesClinical trialsClinical dataStratified analysisEffective treatmentPsychiatric disordersUse disordersAUD treatmentSubstantial sex differencesAlcohol treatmentFirst month