Bioterrorism Preparedness Training and Assessment Exercises for
A Simulation Model for Bioterrorism Preparedness in An Emergency Room
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Transcript of A Simulation Model for Bioterrorism Preparedness in An Emergency Room
A Simulation Model for A Simulation Model for Bioterrorism Preparedness in Bioterrorism Preparedness in An Emergency RoomAn Emergency Room
Lisa PatvivatsiriDepartment of Industrial Engineering
Texas Tech University
Presented by Hoang BuiComputer Science DepartmentMidwestern State University
OverviewOverviewIntroductionWhy uses simulation?Emergency room processSimulation modelExperimental scenario analysisQuestion
IntroductionIntroductionBioterrorism threats after
9/11/2001Requirement for a quick
response planLack of prior knowledge
Why uses simulation?Why uses simulation?ValidityReal-time processingUser interfaceFlexibilityEasy to use
Emergency room processEmergency room processMedium size hospital in Lubbock,
TexasSome definitions:
◦Pod: a section in the ER Pod A: 19 beds Pod B: 12 beds Pod C: 10 beds 19 additional beds in hall way
Severe patientsSerious injured patientsWalking-wounded patientsCharge nurses
Emergency room processEmergency room process
Arrival processArrival processWalk-In Patient
◦723 patients per week◦IAT = 13.94 minutes
Ambulance◦5 patients per day◦IAT = 288 minutes
Helicopter◦1 per week◦IAT = 10080 minutes
Triage and Pod Triage and Pod assignmentassignmentWalk-In patient:
◦Go in to triage process 4 triage nurses Service time: triangular
distribution(20,23,25)
◦Send to Pod A, B or CAmbulance and Helicopter
patient:◦Send to Pod A
Treatment processTreatment processResource:
◦Pod C: 11:00AM – 11:00 PM◦6 treatment nurses per pod◦3 shared medical doctors
Bedside registration by a charge nurse
Initial assessment by a treatment nurse
MD evaluation◦86 of 723 patients require further lab test
Treatment processTreatment process
Simulation modelSimulation model
Simulation modelSimulation modelSoftware:
◦Flexsim 2.6◦Input and output spreadsheet in Excel
2003Assumption:
◦Testing equipment is not included◦Testing time is triangular
distribution(95,156,192)◦Doctors and nurses in Pod C work overtime◦A patient releases his bed only when
leaving
Simulation modelSimulation modelValidation and Verification
◦Meet frequently with E.R. director and staff
◦Data collected by E.R. supervisor◦7 days warm-up follow by 30 days
run◦10 replications◦Average time in system:202.42
minutes(simulation) vs. 207.42 minutes (actual)
Experimental scenario Experimental scenario analysisanalysis
Outbreak of contagious disease:◦432 people are infected during 72
hours◦Addition patients every 10 minutes
during 1st 72 hours
Experimental scenario Experimental scenario analysisanalysis
Experimental scenario Experimental scenario analysisanalysis
Proposed new strategy◦Move 10 beds from Pod A to Pod B,
and 12 beds in the hallway to Pod C◦Move 2 treatment nurses from Pod A
to Pod C◦Add 4 treatment nurses to Pod B◦Add 2 more MD
Experimental scenario Experimental scenario analysisanalysis
Experimental scenario Experimental scenario analysisanalysis
Experimental scenario Experimental scenario analysisanalysis
QuestionsQuestions
ReferenceReferenceA Simulation Model for
Bioterrorism Preparedness in An Emergency Room by Lisa Patvivatsiri, In Proceedings of the 2006 Winter Simulation Conference.