2018
Improving Mandatory Vaccination Against Influenza: Minimizing Anxiety of Employees to Maximize Health of Patients
Benin A, Lockwood G, Creatore T, Donovan D, Predmore M, MacArthur S. Improving Mandatory Vaccination Against Influenza: Minimizing Anxiety of Employees to Maximize Health of Patients. American Journal Of Medical Quality 2018, 33: 372-382. PMID: 29301403, DOI: 10.1177/1062860617748738.Peer-Reviewed Original ResearchConceptsMandatory vaccination campaignPersonal anxietyNegative feelingsSubstantial anxietyMandatory vaccinationAnxietyEmployeesHospital-acquired influenzaInterview transcriptsHealth care workersConstant comparative methodPerception of vaccinationHealth of patientsStrong desireQualitative interviewsChildren's HospitalFree vaccinationVaccination campaignCare workersVaccinationSuch programsDesireInfluenzaPatientsHospital
2016
Electronic approaches to making sense of the text in the adverse event reporting system
Benin AL, Fodeh SJ, Lee K, Koss M, Miller P, Brandt C. Electronic approaches to making sense of the text in the adverse event reporting system. Journal Of Healthcare Risk Management 2016, 36: 10-20. PMID: 27547874, DOI: 10.1002/jhrm.21237.Peer-Reviewed Original ResearchConceptsRule-based queryMachine learningUse casesSemi-supervised machine learningWeb-based software toolSoftware systemsSoftware toolsHigh recallQueriesRich informationElectronic approachRobust programEvent reportsDaily workLearningImportant dataHigh precisionReporting systemInformationTextMachineSystemEvent Reporting SystemAdverse Event Reporting SystemError