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