Workflow Improvement

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    Emory

    DermatologyClinicS A R A A B B Y C H A P M A N

    J U S T I N H U F F

    F E L I X L A G A R D E

    S R I N I V A S P O L U R U

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    About Emory~27000 patient annually13 doctors

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    The Problem

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    Project GoalsIdentify bottlenecks and opportunities to improve workflowReduce patient time alone in room

    Minimize overtime of EDC staff

    Increase stakeholder satisfaction

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    The Typical Patient

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    Ratio of Face Time toScheduled Appointment

    Duration

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    No-show Rates by

    Weekday

    15.76%

    19.61%

    15.84%

    12.51% 13.30%

    Mon Tue Wed Thur Fri

    Mean no-show rate: 15.73%

    Median no-show rate: 11.11%

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    Patient Time in Exam

    Room

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    Simulation ModelGeneral

    Dermatology

    Clinic

    INPUTS

    Patient schedule

    Resource availability

    Flow logic

    Service times

    OUTPUTS

    Patient wait time

    Time alone in room

    Patient time in room

    Total clinic duration

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    Simulation Model ValidationCorrelation inspection approach

    Observed system

    input data

    Observed system

    input data

    System output

    data

    Actual SystemSimulation

    Model

    Model output

    dataCompare

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    Scenarios 1 & 2

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    Scenarios 3 & 4

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    Scenarios 5 & 6

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    RecommendationsInstitute policy in which learners are allowed to examinepatients only if clinic is running up to 10 min late

    Schedule appointments 10 min earlier to reduce effect of

    late arrivals on the system

    Increase overbooking by an average of 1.5 patients

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    Impact of

    RecommendationsNo significant changes on: Time to room

    Total time in room

    Total clinic duration

    Significant increase in wait time to room of 8.0 min onaverage

    Clinic is able to attend 1.28 more patients on average

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    Summary of FindingsResident impacts clinic durationPatient spends a significant amount of time alone in theroom

    Doctor face time is the key driver

    System can cope with one additional patient at nosignificant change in the clinic duration

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    Future ResearchConverting patient wait time to value-added timeAnalyzing how doctor time in exam room can be optimized

    Investigating impact of resident presence on chartingquality and duration

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    Literature Review

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    Appendixes

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    Simulation ModelChange room and nurse allocationAvailability of resident/medical student

    Change arrival and no-show pattern of patients

    Change process duration for individual patients

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    Simulation Model Validation

    0

    20

    40

    60

    80

    Observed Simulation

    Time(min)

    Wait Time to Room

    95% CI Mean Mean

    0

    10

    20

    30

    4050

    60

    Observed Simulation

    Time(min)

    Time Alone in Room

    95% CI Mean Mean

    0

    50

    100

    150

    200

    Observed Simulation

    Time(min)

    Total Time in Room

    95% CI Mean Mean

    0

    100

    200

    300

    400

    Observed Simulation

    Time(min)

    Total Clinic Time

    95% CI Mean Mean

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    Simulated Scenarios1. Clinics assigned 1.5 nurses2. Learners examine patient if appointment is within a clinic lateness

    threshold

    3. Reduced variability in doctor face-time

    4. Reduced mean doctor face-time

    5. Patients scheduled prior to appointment time

    6. Effect of decreased no-show rates in clinic duration

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    Impact of Final

    RecommendationsPatient Time in Room

    Time(min)

    Scenarios

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    Impact Final

    RecommendationsTime to Room

    Time(min)

    Scenarios

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    Impact Final

    RecommendationsTotal Clinic Duration

    Time(min)

    Scenarios

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    Impact Final

    RecommendationsTime Alone in Room

    Time(min)

    Scenarios

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    Impact Final

    RecommendationsPatient Serviced

    Time(min)

    Scenarios

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    Effect of Learner Policies

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    Effect of Learner Policies

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    Effect of Learner Policies

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    Effect of Learner Policies

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    Reduce Variability Doctor

    Face Time

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    Reduce Variability Doctor

    Face Time

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    Reduce Variability Doctor

    Face Time

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    Reduce Mean Doctor Face

    Time

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    Reduce Mean Doctor Face

    Time

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    Reduce Mean Doctor Face

    Time

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    Reduce Mean Doctor Face

    Time

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    Offset Appointment

    Schedule

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    Offset Appointment

    Schedule

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    Offset AppointmentSchedule

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    Effect of Reducing No-Shows

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    Effect of Reducing No-Shows

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    Effect of Reducing No-Shows