2024
Predicting COVID-19 Outbreaks in Correctional Facilities Using Machine Learning
Malloy G, Puglisi L, Bucklen K, Harvey T, Wang E, Brandeau M. Predicting COVID-19 Outbreaks in Correctional Facilities Using Machine Learning. MDM Policy & Practice 2024, 9: 23814683231222469. PMID: 38293655, PMCID: PMC10826393, DOI: 10.1177/23814683231222469.Peer-Reviewed Original ResearchPennsylvania Department of CorrectionsDepartment of CorrectionsCorrectional facilitiesPrison facilitiesIncarcerated populationsCounty-level measuresFacility populationSources of dataRisk of infectious disease transmissionPrisonCommunity ratesInfectious disease outbreaksCOVID-19 outbreakLiving conditionsCOVID-19Infectious disease transmissionFacility-level characteristicsMeasures of COVID-19Reduced accessResponse decisionsTotal populationJailHealth dataLogistic regressionFacility data
2022
Mental Health Among Sexual and Gender Minority Youth Incarcerated in Juvenile Corrections.
Clark K, Harvey T, Hughto J, Meyer I. Mental Health Among Sexual and Gender Minority Youth Incarcerated in Juvenile Corrections. Pediatrics 2022, 150 PMID: 36385576, PMCID: PMC9724172, DOI: 10.1542/peds.2022-058158.Peer-Reviewed Original ResearchConceptsSGM youthJuvenile correctional facilitiesPublic schoolsCorrectional facilitiesGender minority youthIncarceration statusMental health indicatorsGender minoritiesJuvenile correctionsMinority youthHealth indicatorsPublic school studentsYouthMore youthChildhood experiencesMinnesota Student SurveySuicide attemptsNegative mental health indicatorsCross-sectional dataSchoolsDepressive symptom severityMultivariable regression modelsMental health interventionsHigh prevalenceElevated odds