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The different uses of simulation:
From education to product testing
Adam Dubrowski, PhD
Learning and Research Institutes
Wilson Centre
Department of Paediatrics, UofT
www.wordle.net
Chaos in the Brickyard
Forscher, BK. Chaos in the Brickyard.
Science. 1963 Oct 18; 142(3590): 339.
Applying the Scientific Method and
underpinning research methodology to
generate evidence that will be used to build
simulation based education programs.
General Aim
• Models of Medical Education
• Introduction to Simulation
• Working Model
• Components of Simulation
– Simulators
– Educators
– Organization
• Future Directions
Outline
Apprenticeship Model
Trainer
Trainee
PatientCare
Shift in responsibility
Ashley, 2000
Apprenticeship Model
Trainer
Trainee
PatientCare
Gap
Ashley, 2000
Apprenticeship Model
Trainer
Trainee
PatientCare
More people die in a given year as a result of medical
errors ( 44,000) than from motor vehicle accidents
(43,458), breast cancer (42,297), or AIDS (16,516).
"To Err is Human, Building a Safety Health System" (2000).
Apprenticeship Model
Trainer
Trainee
PatientCare
Simulation
Simulation Based Education
Learn faster
Remember longer
Be safer
The replication of a task or an
event for the purpose of
education and/or assessment.
Simulation Based Education
Simulation Based Education
Working
model
Dubrowski, A., Brydges, R., Satterthwaite, L., Xeroulis, G., Classe, R.
American Journal of Surgery. in press.
Busy Environment: Multitasking
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Attentional capacity
threshold
Additional
Learning
Simulation Based Education
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Additional
Learning
Attentional capacity
threshold
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Additional
Learning
Attentional capacity
threshold
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Additional
Learning
Attentional capacity
threshold
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Additional
Learning
Attentional capacity
threshold
Simulation Based Education
Evidence
Kurahashi et al. Surgery. 2010
Study 1: Does it work?
Can simulation based training help in
pre-training?
Practice: Trained
Skills
Test
Written
Test
1 week rest
Study 1: Does it work?
No practice: Novice
Skills Test: Expert Opinion
0
5
10
15
20
25
Written Test: Score
0
5
10
15
20
25
Trained
Novice
Novice
Trained
Novice
Novice
Study 1: Does it work?
simulation performanceimproves
Study 1: Does it work?
learningenables
Study 1: Does it work?
simulation
Simulation Based Education
How
to use it?
Simulation Based Education
Components
Simulators Educators Organization
Simulators
Information Flow Framework
Brydges et al., Am J Surg. 2007, Sidhu et al., J Vasc Surg. 2007
Study 2: Realism
Brydges et al., Am J Surg. 2007, Sidhu et al., J Vasc Surg. 2007
High fidelity
Animal model
Low fidelity
Study 2: Realism
Brydges et al., Am J Surg. 2007, Sidhu et al., J Vasc Surg. 2007
ExpertOpinion
0
5
10
15
20
25
Senior
0
5
10
15
20
25
Novice
Synthetic Cadaver
ExpertOpinion
Pre-training baseline
Synthetic Cadaver
Study 2: Realism
simulation appropriate modelsrequires
Study 3: Educators
Errors in learning
Xeroulis et al., Surgery. 2007
Study 3: Educators
Xeroulis et al., Surgery. 2007
ExpertOpinion
0
5
10
15
20
25
Post-training Retention
1 month
Pre-training baseline
Errors allowed
Errors not allowed
Independent learning
Study 3: Educators
simulation educated educatorsrequires
Organization
Moulton et al., Ann Surg. 2007
Optimal schedules
Study 4: Organization
Moulton et al., Ann Surg. 2007
1 2 3 4
1 hour
block
1 month
1 2 3 4
1 hour block
1 week
rest
1 month
distributed practice
massed practice
1 2 3 41 2 3 41 2 3 41 2 3 41 2 3 4
T
T
Transfer
Study 4: Organization
Moulton et al., Ann Surg. 2007
distributed
massed
ExpertOpinion
30
20
10
0
Pre-test
Microsurgical drill
Post-test
Rat
Transfer
Study 4: Organization
simulation effective curricularequires
Summary of Results
simulation appropriate modelsrequires
simulation educated educatorsrequires
simulation effective curricularequires
Implications
Trainer
Trainee
PatientCare
Medical Education = Evidence Based Education
Simulation for Assessment
Framework
Preference
For learning
Of learning
Testing
Framework
Results
Behavior
Learning
Reaction
Kirkpatrick
Simulation for Assessment
Results
Behavior
Learning
Reaction
Kirkpatrick
Simulation for Assessment
Results
Behavior
Learning
Reaction
Kirkpatrick
Does
Shows How
Knows How
Knows
Miller
Simulation for Assessment
Results
Behavior
Learning
Reaction
Kirkpatrick
Does
Shows How
Knows How
Knows
Miller
Moore
Simulation for Assessment
Assessment
of what?
Assessment of Performance
Performance
Assessment of Performance
PGY 1-5 Gen Surgery residents
Knot tying: surface (easy) and depth (difficult)
Assessed with expert-based (GRS) and computer-
based (motion analysis device) assessments
Brydges et al., J Am Coll Surg. 2008
Assessment of Performance
T
T
T
T T T
T T T
T
400
200
100
0
5
4
3
2
1
0
T T
T
T T
T T T TT
1000
800
600
400
200
0
T
T
T
T T
Surgical Volume
Expert-basedComputer-based
1 2 3 4 5
Depth
Surface
Brydges et al., J Am Coll Surg. 2008
Assessment of Performance
simulation valid assessmentsrequires
Brydges et al., J Am Coll Surg. 2008
Assessment of Performance
simulation realistic contextprovides
Brydges et al., J Am Coll Surg. 2008
Assessment of Performance
Porte et al., AJS. 2007
Assessment for Learning
Computer
Practice
Pre
Test
Retention
Test
1 week restComputer + Crit
Expert
Post
Test
Porte et al., AJS. 2007
Assessment for Learning
T T
T
T
T T
T
T T
Pre Post Retention
ExpertOpinion
20
10
0
Computer
Computer + Crit
Expert
Porte et al., AJS. 2007
Assessment for Learning
Porte et al., AJS. 2007
assessments for learning: choices
Assessment for Learning
Assessment of Learning
Learning
Building Skills, Changing
Practice: Simulator Training
for Hand Hygiene Protocols
Canadian Institutes of Health Research
Partnerships for Health System Improvement
A. McGeer, MA. Beduz, A. Dubrowski
Assessment of Learning
Purpose
• Current models of
knowledge delivery about
proper hand hygiene rely
on didactic session
• Transfer to practice is low
Assessment of Learning
PurposeAssessment of Learning
Results
Behavior
Learning
Reaction
Does
Shows How
Knows How
Knows
PurposeAssessment of Learning
Results
Behavior
Learning
Reaction
Does
Shows How
Knows How
Knows
PurposeAssessment of Learning
Results
Behavior
Learning
Reaction
Does
Shows How
Knows How
Knows
Recruitment
Clinical monitoring
(audits)
Clinical monitoring
(audits)
Δ in Behavior
Δ in
Performance
Reaction
Education
(Sim/traditional)
PurposeAssessment of Learning
Sim
Sim
• Simulation Design Scale
• Educational Practices Questionnaire
PurposeAssessment of Learning
Frequency
100
50
0
Disagree Strongly
Agree
90
66
Pre-test Post-test
Hand Hygiene
Compliance
(average of all
opportunities; all 4
moments)
62%
(n=558
opportunities)
64%
(n=550
opportunities)
Average
Adequacy
(Excellent/ Satisfactory/
Unsatisfactory)
Satisfactory
(n=252
observations)
Satisfactory
(n=282
observations)
Average Duration 13 seconds
(n=254
observations)
13 seconds
(n=252
observations)
# Extra Washes 140 90
PurposeAssessment of Learning
98
24
51
9292
44
48
93
0
10
20
30
40
50
60
70
80
90
100
Bef-Pat/Env Bef-Asp Aft-Bfl Aft-Pat/Env
PreTest (n=558)
Post Test (n=550)
Moment 1 Moment 2 Moment 3 Moment 4
PurposeAssessment of Learning
*
• No transfer of
knowledge
• No changes in
performance, no
learning
• Ineffective education
and not transfer to
practice
PurposeAssessment of Learning
Assessment for Testing
Product and
Process testing
Patient
handoffs
Assessment for Testing
Patient
handoffs
Checklist
Assessment for Testing
Is it an effective tool?
Does it disturb the flow?
What is the frequency of use?
What is the most optimal format?
Assessment for Testing
Assessment for Testing
Porte et al., AJS. 2007
simulation with process testinghelps
Assessment for Testing
Summary
Summary
Best available
evidence
Ongoing
assessment
Educator’s
experience
• Simulators
• Educators
• Schedule
Summary
Best available
evidence
Ongoing
assessment
Educator’s
experience
• Simulators
• Educators
• Schedule
• Performance
• For learning
• Of learning
• Other uses
Summary
Best available
evidence
Ongoing
assessment
Educator’s
experience
• Simulators
• Educators
• Schedule
• Performance
• For learning
• Of learning
• Other uses
Simulation may
not be the answer
End

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Dubrowski draft

Editor's Notes

  1. Being trained as a kinesiologyst and neuroscientist the general aim of my research is to apply the scientific method and the underpinning research methodology to generate evidence which can then be used to build simulation augmented education programs
  2. I will do this by first introducing the past med education models that are rooted in the principles of apprenticeshipNext I will introduce SimulationAfter that I will present samples of research that look at the optimization of various components of Simulation. Specifically, I will look at evidence that can help us decide what simulators to use, how we should train the teachers or educators, and how the courses which utilize simulation should be organized.Finally I will talk about a few possible future direction
  3. For that I will use anon-going study that looked at the use of simulation for the adherence of hand hygiene protocols
  4. What we normally want to know is wehther our programs impact learning of skills, which then lead to change in behavour, which can be measured in the clinical setting. This is what is known as transfer to practice. However,
  5. Typically what we assess is whether the learning happened based on what the learners know. When we don’t see transfer to practice, we cannot say whether this failure is due to ineffective education or transfer to practice mechanisms. Using simualtion ….
  6. … for assessments ofcompetnacy and proficiency at a skill can help us in the understanding of the low transfer to practice phenomenon.
  7. In this study …..