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
2021
Effectiveness of interventions to reduce COVID-19 transmission in a large urban jail: a model-based analysis
Malloy GSP, Puglisi L, Brandeau ML, Harvey TD, Wang EA. Effectiveness of interventions to reduce COVID-19 transmission in a large urban jail: a model-based analysis. BMJ Open 2021, 11: e042898. PMID: 33597139, PMCID: PMC7893212, DOI: 10.1136/bmjopen-2020-042898.Peer-Reviewed Original ResearchConceptsCOVID-19 transmissionAsymptomatic testingStandard public health measuresUS jailsDynamic transmission modelCOVID-19Public health measuresEffectiveness of interventionsProportion of peopleLarge urban jailAsymptomatic populationNational guidelinesNew casesHealth measuresIntervention phaseUrban jailInterventionHospitalisationBasic reproduction ratioCorrectional settingsDeathIncarcerated individualsJail populationReproduction ratioAdditional measures