2021
Development of a concise injury severity prediction model for pediatric patients involved in a motor vehicle collision
Hartka TR, McMurry T, Weaver A, Vaca FE. Development of a concise injury severity prediction model for pediatric patients involved in a motor vehicle collision. Traffic Injury Prevention 2021, 22: s74-s81. PMID: 34672889, PMCID: PMC8792360, DOI: 10.1080/15389588.2021.1975275.Peer-Reviewed Original ResearchConceptsInjury Severity ScorePediatric patientsTrauma triageSevere injuriesMultivariable logistic modelMotor vehicle collisionsEmergency medical services (EMS) providersPrehospital trauma triageOutcomes of interestLogistic regression modelsReceiver operator curve areaTrauma centerSeverity scoreMedical service providersRestraint usePatient injuryPatientsHighest AUCInjuryInjury listSignificant decreaseCurve areaSignificant differencesVehicle collisionsAirbag deployment
2020
Factors associated with EMS transport decisions for pediatric patients after motor vehicle collisions
Hartka T, Vaca FE. Factors associated with EMS transport decisions for pediatric patients after motor vehicle collisions. Traffic Injury Prevention 2020, 21: s60-s65. PMID: 33119415, PMCID: PMC8081732, DOI: 10.1080/15389588.2020.1830382.Peer-Reviewed Original ResearchConceptsMotor vehicle collisionsPediatric patientsMedical adviceNational Emergency Medical Services Information System (NEMSIS) databaseNormal Glasgow Coma ScaleEMS providersGlasgow Coma ScalePatients/caregiversVehicle collisionsOutcomes of interestNon-transport decisionsAbnormal GCSCaregiver refusalComa ScaleMale sexRisk factorsInformation System databaseInjury codesInterfacility transportPatientsPediatric occupantsProvider levelHospitalLevel of trainingSystem database