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CROPIA Project - CROPIA Project - 11
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Project Scope
Evaluated (by on-site observations and intervention) the routine day-to-day activities of the medical laboratory
Provided recommendations on modifications to the operational processes, procedures, and policies to optimize the workflow, performance, and overall customer (both internal and external) satisfaction with the courier
Optimized all courier routes using Arc Logistics® route optimization software to facilitate bringing in work (specimens) earlier in the workday
Gained analytical insights into the impact of the optimal solution on the overall system using Enterprise Dynamics® simulation software
CROPIA Project - CROPIA Project - 22
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Observations
At initiation of the project, the following conditions existed: Total courier vehicles: 15 Total FTEs: 15 Total courier routes per day: 10 + local run Courier routing automation deployed: Hand-written route
sheets High specimen processing costs (overtime) due to
unbalanced arrival rate of specimens
Number of requisitions processed: 1000–1100 per day
Several high volume specimen receipt time frames during AM, PM and Night Shifts ~11:30 AM, ~2:00-5:00 PM, and ~10:00 PM
CROPIA Project - CROPIA Project - 33
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Observations
Non-optimal work load leveling required the use of a midnight shift and overtime
Utilization of Medical Technologists (MTs) was not uniform across different shifts due to non-optimal work load leveling
Non-uniform utilizations of MTs made it difficult to optimize the shift schedule and avoid overtime
Specimen processing staff have limited workstations
Approximately 30-45 minutes of courier time is wasted between specimen drop-off and route continuation
CROPIA Project - CROPIA Project - 44
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Observations
Lack of visual signaling resulted in the delay in retrieval of specimens from the ballroom area by pre-processing technicians (visual management)
Specimen testing procedures were not standardized For example: Grouping specimens by Tests or by Clients
Stability of Gajema Handhelds hampered the courier efficiency
CROPIA Project - CROPIA Project - 55
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Agenda
Introduction to PMC
Project Scope
Observations
Process Improvement Methodology
Route Optimization Model
Simulation Model
Results and Recommendations
Questions and Discussion
CROPIA Project - CROPIA Project - 66
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Process Improvement Methodology
PMC consultants spent 2.5 days on site to map the current value stream
Primary areas reviewed included: specimen processing, couriers and technical departments
Value Stream Mapping was utilized to illustrate the current process flow graphically
This was accomplished with a cross-functional client team
CROPIA Project - CROPIA Project - 77
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Process Improvement Methodology
Data collected was brought back to PMC for analysis
Captured data entered into Arc Logistics® route optimization application
Route Optimization solution for load leveling was finalized after several iterations
Data collected from technical departments translated into Enterprise Dynamics® simulation modeling tool to analyze the effects of load leveling
CROPIA Project - CROPIA Project - 88
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Process Improvement Methodology
Simulation model output validated by PMC/client team
Validated model results confirmed that the night shift can be eliminated if perfect load leveling is achieved
New courier routes reviewed and validated by PMC/client team
In some cases, adjustments made for specimen pickups
Data for optimal courier routes was validated by actual observations
CROPIA Project - CROPIA Project - 99
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Agenda
Introduction to PMC
Project Scope
Observations
Process Improvement Methodology
Route Optimization Model
Simulation Model
Results and Recommendations
Questions and Discussion
CROPIA Project - CROPIA Project - 1010
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Route Optimization Model
Screenshot of “Map View”
CROPIA Project - CROPIA Project - 1111
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Route Optimization Model
Screenshot of “Time View”
CROPIA Project - CROPIA Project - 1212
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Agenda
Introduction to PMC
Project Scope
Observations
Process Improvement Methodology
Route Optimization Model
Simulation Model
Results and Recommendations
Questions and Discussion
CROPIA Project - CROPIA Project - 1313
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Simulation Model
OBTAIN SPECIMENS PRE-PROCESSING
CHEMISTRY LAB
HEMATOLOGY LAB
MICROBIOLOGY LAB
SEROLOGY LAB
COURIER TEAM
Big Picture
SEROLOGISTS
MICROBIOLOGISTS
HEMATOLOGISTS
CHEMISTS
CROPIA Project - CROPIA Project - 1414
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
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Simulation Model
SPECIMEN ARRIVESOPERATORPROCESSESSPECIMEN
SPECIMEN DELAYEDIN LABORATORY
Laboratory
OPERATORMISC. TIME
CROPIA Project - CROPIA Project - 1515
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Simulation Model
Courier routes are black-boxed (schedules are based on actual trip times)
Weekends are not modeled
Operator walk times and lunch breaks are not considered
In order to prevent blocking, the following is assumed Infinite buffers between each department Infinite capacities for laboratory testing equipment
CROPIA Project - CROPIA Project - 1616
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Simulation Model
CROPIA Project - CROPIA Project - 1717
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Simulation Model
Model screenshot (2-dimensional)
CROPIA Project - CROPIA Project - 1818
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Simulation Model
Model screenshot (3-dimensional)
CROPIA Project - CROPIA Project - 1919
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Simulation Model
Base scenario
Load leveling scenario
CROPIA Project - CROPIA Project - 2020
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Agenda
Introduction to PMC
Project Scope
Observations
Process Improvement Methodology
Route Optimization Model
Simulation Model
Results and Recommendations
Questions and Discussion
CROPIA Project - CROPIA Project - 2121
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Results and Recommendations
Optimization of initial routes revealed that the traditional routes would allow for the re-allocation of 2 couriers
Historical data analysis revealed that inflow of specimens based on the traditional routes had multiple spikes and thus required work load leveling The work load leveling achieved, as a result of optimized routes, helped the client to eliminate the night shift and improve the utilization of its morning shift medical technologists using simulation
Route optimization and subsequent work load leveling resulted in the reduction of 2 MT FTE resources (approximately $110,000 savings per year)
CROPIA Project - CROPIA Project - 2222
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2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Results and Recommendations
It is also recommended that one of the re-allocated couriers be used as a runner who would retrieve specimens along with Gajema handhelds from other couriers returning to the site. This would result in savings of approximately
30-45 minutes of time which would otherwise be considered non-value- added activity
This would increase the availability of couriers for further improvement in work load leveling
To maintain optimum load leveling, courier routes should be re-optimized if there are changes/additions in the number of specimens and/or customer pick-up points
CROPIA Project - CROPIA Project - 2323
www.pmcorp.com
2008 IIE ANNUAL CONFERENCE & EXPO
forums.pmcorp.com NEW!
Agenda
Introduction to PMC
Project Scope
Observations
Process Improvement Methodology
Route Optimization Model
Simulation Model
Results and Recommendations
Questions and Discussion