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© International Institute for Learning, Inc., All rights reserved. 1Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved.
Thank you for joining us today.
This webinar is brought to you by IIL – a global leader in:
Project, Program and Portfolio Management
Microsoft® Project and Project Server
Lean Six Sigma | Business Analysis
Agile | PRINCE2® | ITIL®
Leadership and Interpersonal Skills
Applying Lean Six Sigma in
Healthcare
The Mindset, Structure and Toolset for
People-Intensive Processes
© International Institute for Learning, Inc., All rights reserved. 2Intelligence, Integrity and Innovation
Global IIL Companies
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© International Institute for Learning, Inc., All rights reserved. 3Intelligence, Integrity and Innovation
The goal of this session is to
provide participants with the
foundational mindset,
structure, and toolset of
applying Lean Six Sigma to
people-intensive processes
like those in Healthcare.
Session Goal
© International Institute for Learning, Inc., All rights reserved. 4Intelligence, Integrity and Innovation
At the end of this session, you should be able to:
Clearly define quality in Healthcare
Determine opportunities in both Clinical and Nonclinical
Services
Define project opportunities
Describe the concept and importance of controlling
variation
Describe the main goals in each of the DMAIC phases
Session Objectives
© International Institute for Learning, Inc., All rights reserved. 5Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved.
Quality Improvement in Healthcare
Topic
© International Institute for Learning, Inc., All rights reserved. 6Intelligence, Integrity and Innovation
Quality starts with the
patient. If you are ill and
need to visit a hospital,
what is your expectation of
that hospital?
What Defines Quality in Healthcare?
© International Institute for Learning, Inc., All rights reserved. 7Intelligence, Integrity and Innovation
The Quality of Health Care in America Committee of the Institute of
Medicine (IOM) conducted an extensive study and published the
findings. In To Err is Human: Building a Safer Health System the
committee determined:
“It is not acceptable for patients to be harmed by the health care
system that is supposed to offer healing and support.”
Quality Starts With Patient Health –
Clinical Services
50,000 – 100,000 people a year die in American hospitals due to medical
errors that could have been prevented.
The report concluded that the errors were not typically the result of
individual recklessness but of faulty systems, processes and conditions that
failed to prevent mistakes.
© International Institute for Learning, Inc., All rights reserved. 8Intelligence, Integrity and Innovation
Reduced time to check-in to hospital
Reduced admission time from
emergency room to floor
Reduced billing errors
Decreased number of times a patient
got the wrong meal
Increased system availability
Quality in Nonclinical Services
© International Institute for Learning, Inc., All rights reserved. 9Intelligence, Integrity and Innovation
Places emphasis on quality measures and improvements
Requires the reporting of sentinel events (major actual or
possible clinical errors)
Emphasizes the use of root-cause analysis to identify and
build permanent corrections to systems and processes
Joint Commission for Accreditation of
Healthcare Organizations
“Mistakes can best be prevented by designing a safer health
system at all levels.” IOM in To Err is Human.
© International Institute for Learning, Inc., All rights reserved. 10Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved.
DMAIC Structure in Clinical Services
Topic
© International Institute for Learning, Inc., All rights reserved. 11Intelligence, Integrity and Innovation
DMAIC Brings Structure to This Simple
Equation
Input
Variables
(Xs)
Outputs
(Ys)
Process Variables (Xs)
Process
)X,...,X,f(XY n21
© International Institute for Learning, Inc., All rights reserved. 12Intelligence, Integrity and Innovation
Measure
Performance &
Focus on Critical
Areas
What is DMAIC?
Where’s the PAIN to the
Patient? The Hospital?
80% 20%
Drill Down for
Root Cause
Pull It Out by
the Roots
Monitor & Take
Action If Root
Cause Re-appears
DMAIC is the recipe or methodology for improving existing
processes; it is the backbone of Lean Six Sigma.
© International Institute for Learning, Inc., All rights reserved. 13Intelligence, Integrity and Innovation
Diagnostic
Treatment
Preventative
Define Phase – Define the Problem
Error or delay in diagnosis
Failure to employ indicated tests
Failure to act on results of monitoring or testing
Error in performance of an operation, procedure or test
Error in administering the treatment
Error in the dose or method of using a drug
Avoidable delay in treatment or in responding to an abnormal test
Failure to provide prophylactic treatment
Inadequate monitoring or follow-up of treatment
© International Institute for Learning, Inc., All rights reserved. 14Intelligence, Integrity and Innovation
Define Phase – Select Project
Operation
Error
Diagnosis
Error
Drug dose
error
Failure to
Test
Lack of
Monitoring
Treatment
Delay
Frequency 15 12 4 4 3 2
0
5
10
15
Frequency
Error Type
Errors Resuling In Patient Death
Diagnosis
Error
Drug dose
error
Failure to
Test
Treatment
Delay
Operation
Error
Lack of
Monitoring
Frequency 47 33 28 25 16 15
0
20
40
Frequency
Error Type
Clinical Services Errors
Prioritize by Impact
Determine Frequency
and Impact of Problem
© International Institute for Learning, Inc., All rights reserved. 15Intelligence, Integrity and Innovation
Business Case – Hospital XYZ reported 40 sentinel events (major
actual or possible clinical errors) in the last 12 months.
Problem Statement: 37% of sentinel events occurred during
patient operations.
Goal Statement: Reduce or eliminate sentinel events during
patient operations by >90%.
Define Phase – Write Focused Project
Charter
© International Institute for Learning, Inc., All rights reserved. 16Intelligence, Integrity and Innovation
Measure Phase – Narrow the Focus
Start by asking questions and
look for the answers in existing or
sampled data.
If you were working on this
project, what would you want to
know about the below problem?
Problem Statement: 37% of sentinel
events occurred during patient
operations.
© International Institute for Learning, Inc., All rights reserved. 17Intelligence, Integrity and Innovation
Measure Phase – What were the types of
surgeries that resulted in sentinel events?
Craniectom
y
Surgical
Ventricular
Restoration
Spinal
Osteomyeli
tis
Coronary
Revasculari
zation
Bladder
Cystectomy
Esophagect
omy
Pancreatec
tomy
Frequency 13 9 6 4 3 3 2
0
2
4
6
8
10
12
Frequency
Surgery Types
Surgery Types of Sentinel Events
© International Institute for Learning, Inc., All rights reserved. 18Intelligence, Integrity and Innovation
Two Common Problems in Fixing Processes or Systems:
1. Solving at the symptom level
2. Tampering with the process
Analyze Phase – Drill Down to the Root
Cause
What will happen if you determine the solution in either
way?
© International Institute for Learning, Inc., All rights reserved. 19Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved.
Root Cause Analysis
Topic
© International Institute for Learning, Inc., All rights reserved. 20Intelligence, Integrity and Innovation
Building Cause and Effect Diagram
1. Name the problem or defect. Problem
or Defect
2. Determine the major categories of causes.
3. Brainstorm potential causes under each category.
Material Machine Method
People Environment
Problem
or Defect
Measurement
System
© International Institute for Learning, Inc., All rights reserved. 21Intelligence, Integrity and Innovation
Identifying Potential Root Causes: Think
Deep
1. For most likely causes
identified on the main bones
2. Ask “Why?”
3. Brainstorm potential sub-
causes, and for each sub-
cause identified…
Why ?
Why ?
Why ?
Why ?
Why ?
Repeat
5 times
5-Whys Analysis
© International Institute for Learning, Inc., All rights reserved. 22Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved.
The Concept of Variation
Topic
© International Institute for Learning, Inc., All rights reserved. 23Intelligence, Integrity and Innovation
Variation is Reality
Mean CL: 30.48
-2.68
63.65
-7.21
2.79
12.79
22.79
32.79
42.79
52.79
62.79
72.79
82.79
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33
Individuals-InstallationTime
No two things are exactly alike.
There is variation in every
process/system.
Even things that appear identical
are not.
Too much variation in processes
and systems will lead to errors.
We must understand how much
variation exists and the causes
before we can reduce it.
© International Institute for Learning, Inc., All rights reserved. 24Intelligence, Integrity and Innovation
Common Cause – events
happen sometimes to
everyone – part of the
process (indicates system/
process needs
improvement)
Special Cause – events
only happen sometimes to
some people/processes –
out of the ordinary
Two Causes of Variation
This happens
all the time
Why does this
only happen to
me?
© International Institute for Learning, Inc., All rights reserved. 25Intelligence, Integrity and Innovation
Common Cause Factors Special Cause Factors
Example: Work Commute
When you commute to work – the time it takes varies from day to day. Why?
© International Institute for Learning, Inc., All rights reserved. 26Intelligence, Integrity and Innovation
Understanding Variation
Situation All nurses make this mistake from time
to time.
Only one nurse is making mistakes.
Type of Variation Common Cause Special Cause
AppropriateResponse
Look at all the data and find out why
mistakes are being made (e.g., soiled
cloths are in same type of bin as sterile
ones). Make fundamental process
change (put in different shaped bins).
Look at that one clerk and find out
what is different (e.g., trained on old
system). Address that specific instance
(e.g., train on new system).
InappropriateResponse
Investigate each occurrence of a mistake
and try to change the process so it won’t
happen again.
Train everyone on new system.
“Tampering” – treating Common Cause like
Special Cause – increases process variation,
wastes time trying to investigate and explain
random events, and frustrates workers
Treating Special Cause like Common –
wastes resources and may frustrate
workers
Knowing the factors and the type of cause (Common versus
Special) will determine the action you should take.
© International Institute for Learning, Inc., All rights reserved. 27Intelligence, Integrity and Innovation
Improve Phase – Determine the Solution
and Standardize It
Inconsistent
Processes
Inconsistent
Results
L
People doing whatever it takes
J
Consistent
Predictable
Results
Standard
Processes
© International Institute for Learning, Inc., All rights reserved. 28Intelligence, Integrity and Innovation
Class Discussion
The word standardization usually
provokes feelings and thoughts.
Why might you experience
resistance to process/system
standardization in healthcare?
© International Institute for Learning, Inc., All rights reserved. 29Intelligence, Integrity and Innovation
Control Phase
The goal of the Control Phase is to:
Observation
Cost
24222018161412108642
14
12
10
8
6
4
2
0
_
X=5.84
UCL=12.28
LCL=-0.61
Assure long-term process control
Transfer full process responsibility back to process owner
Close the project
© International Institute for Learning, Inc., All rights reserved. 30Intelligence, Integrity and Innovation
In Summary
The Mindset, Skillset, and Toolset of Lean Six Sigma is not
exclusive to non people-intensive processes.
It will work in determining root causes and solutions of problems
in clinical services. The implementation of identified solutions will
require cultural changes that are driven from the top, but the first
step is to identify the solution.
Patients should not be harmed by the healthcare system that is
supposed to help them, but the solution does not lie in assigning
blame or urging health professionals to be more careful.
It starts with error-proofing systems and processes to avoid
repeat errors. That’s where the DMAIC structure within Lean Six
Sigma fits in.
© International Institute for Learning, Inc., All rights reserved. 31Intelligence, Integrity and Innovation
We invite you to get a closer look at what IIL can do for you
and your organization, by visiting www.iil.com or email
learning@iil.com and let us know how we can meet your
learning needs.
Please connect with IIL Socially:
Like us on: facebook.com/IIL.inc
Follow us: twitter.com/IILGLOBAL
Join our Discussions on LinkedIn
At IIL, Our Greatest Accomplishments are Yours
© International Institute for Learning, Inc., All rights reserved. 32Intelligence, Integrity and Innovation
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Applying Lean Six Sigma in Healthcare

  • 1. © International Institute for Learning, Inc., All rights reserved. 1Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved. Thank you for joining us today. This webinar is brought to you by IIL – a global leader in: Project, Program and Portfolio Management Microsoft® Project and Project Server Lean Six Sigma | Business Analysis Agile | PRINCE2® | ITIL® Leadership and Interpersonal Skills Applying Lean Six Sigma in Healthcare The Mindset, Structure and Toolset for People-Intensive Processes
  • 2. © International Institute for Learning, Inc., All rights reserved. 2Intelligence, Integrity and Innovation Global IIL Companies IIL US IIL Asia (Singapore) IIL Australia IIL Brasil IIL Canada IIL China IIL Europe (United Kingdom) IIL Finland IIL France IIL Germany IIL Hong Kong IIL Hungary IIL India IIL Japan IIL Korea (Seoul) IIL México IIL Middle East (Dubai) IIL Spain
  • 3. © International Institute for Learning, Inc., All rights reserved. 3Intelligence, Integrity and Innovation The goal of this session is to provide participants with the foundational mindset, structure, and toolset of applying Lean Six Sigma to people-intensive processes like those in Healthcare. Session Goal
  • 4. © International Institute for Learning, Inc., All rights reserved. 4Intelligence, Integrity and Innovation At the end of this session, you should be able to: Clearly define quality in Healthcare Determine opportunities in both Clinical and Nonclinical Services Define project opportunities Describe the concept and importance of controlling variation Describe the main goals in each of the DMAIC phases Session Objectives
  • 5. © International Institute for Learning, Inc., All rights reserved. 5Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved. Quality Improvement in Healthcare Topic
  • 6. © International Institute for Learning, Inc., All rights reserved. 6Intelligence, Integrity and Innovation Quality starts with the patient. If you are ill and need to visit a hospital, what is your expectation of that hospital? What Defines Quality in Healthcare?
  • 7. © International Institute for Learning, Inc., All rights reserved. 7Intelligence, Integrity and Innovation The Quality of Health Care in America Committee of the Institute of Medicine (IOM) conducted an extensive study and published the findings. In To Err is Human: Building a Safer Health System the committee determined: “It is not acceptable for patients to be harmed by the health care system that is supposed to offer healing and support.” Quality Starts With Patient Health – Clinical Services 50,000 – 100,000 people a year die in American hospitals due to medical errors that could have been prevented. The report concluded that the errors were not typically the result of individual recklessness but of faulty systems, processes and conditions that failed to prevent mistakes.
  • 8. © International Institute for Learning, Inc., All rights reserved. 8Intelligence, Integrity and Innovation Reduced time to check-in to hospital Reduced admission time from emergency room to floor Reduced billing errors Decreased number of times a patient got the wrong meal Increased system availability Quality in Nonclinical Services
  • 9. © International Institute for Learning, Inc., All rights reserved. 9Intelligence, Integrity and Innovation Places emphasis on quality measures and improvements Requires the reporting of sentinel events (major actual or possible clinical errors) Emphasizes the use of root-cause analysis to identify and build permanent corrections to systems and processes Joint Commission for Accreditation of Healthcare Organizations “Mistakes can best be prevented by designing a safer health system at all levels.” IOM in To Err is Human.
  • 10. © International Institute for Learning, Inc., All rights reserved. 10Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved. DMAIC Structure in Clinical Services Topic
  • 11. © International Institute for Learning, Inc., All rights reserved. 11Intelligence, Integrity and Innovation DMAIC Brings Structure to This Simple Equation Input Variables (Xs) Outputs (Ys) Process Variables (Xs) Process )X,...,X,f(XY n21
  • 12. © International Institute for Learning, Inc., All rights reserved. 12Intelligence, Integrity and Innovation Measure Performance & Focus on Critical Areas What is DMAIC? Where’s the PAIN to the Patient? The Hospital? 80% 20% Drill Down for Root Cause Pull It Out by the Roots Monitor & Take Action If Root Cause Re-appears DMAIC is the recipe or methodology for improving existing processes; it is the backbone of Lean Six Sigma.
  • 13. © International Institute for Learning, Inc., All rights reserved. 13Intelligence, Integrity and Innovation Diagnostic Treatment Preventative Define Phase – Define the Problem Error or delay in diagnosis Failure to employ indicated tests Failure to act on results of monitoring or testing Error in performance of an operation, procedure or test Error in administering the treatment Error in the dose or method of using a drug Avoidable delay in treatment or in responding to an abnormal test Failure to provide prophylactic treatment Inadequate monitoring or follow-up of treatment
  • 14. © International Institute for Learning, Inc., All rights reserved. 14Intelligence, Integrity and Innovation Define Phase – Select Project Operation Error Diagnosis Error Drug dose error Failure to Test Lack of Monitoring Treatment Delay Frequency 15 12 4 4 3 2 0 5 10 15 Frequency Error Type Errors Resuling In Patient Death Diagnosis Error Drug dose error Failure to Test Treatment Delay Operation Error Lack of Monitoring Frequency 47 33 28 25 16 15 0 20 40 Frequency Error Type Clinical Services Errors Prioritize by Impact Determine Frequency and Impact of Problem
  • 15. © International Institute for Learning, Inc., All rights reserved. 15Intelligence, Integrity and Innovation Business Case – Hospital XYZ reported 40 sentinel events (major actual or possible clinical errors) in the last 12 months. Problem Statement: 37% of sentinel events occurred during patient operations. Goal Statement: Reduce or eliminate sentinel events during patient operations by >90%. Define Phase – Write Focused Project Charter
  • 16. © International Institute for Learning, Inc., All rights reserved. 16Intelligence, Integrity and Innovation Measure Phase – Narrow the Focus Start by asking questions and look for the answers in existing or sampled data. If you were working on this project, what would you want to know about the below problem? Problem Statement: 37% of sentinel events occurred during patient operations.
  • 17. © International Institute for Learning, Inc., All rights reserved. 17Intelligence, Integrity and Innovation Measure Phase – What were the types of surgeries that resulted in sentinel events? Craniectom y Surgical Ventricular Restoration Spinal Osteomyeli tis Coronary Revasculari zation Bladder Cystectomy Esophagect omy Pancreatec tomy Frequency 13 9 6 4 3 3 2 0 2 4 6 8 10 12 Frequency Surgery Types Surgery Types of Sentinel Events
  • 18. © International Institute for Learning, Inc., All rights reserved. 18Intelligence, Integrity and Innovation Two Common Problems in Fixing Processes or Systems: 1. Solving at the symptom level 2. Tampering with the process Analyze Phase – Drill Down to the Root Cause What will happen if you determine the solution in either way?
  • 19. © International Institute for Learning, Inc., All rights reserved. 19Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved. Root Cause Analysis Topic
  • 20. © International Institute for Learning, Inc., All rights reserved. 20Intelligence, Integrity and Innovation Building Cause and Effect Diagram 1. Name the problem or defect. Problem or Defect 2. Determine the major categories of causes. 3. Brainstorm potential causes under each category. Material Machine Method People Environment Problem or Defect Measurement System
  • 21. © International Institute for Learning, Inc., All rights reserved. 21Intelligence, Integrity and Innovation Identifying Potential Root Causes: Think Deep 1. For most likely causes identified on the main bones 2. Ask “Why?” 3. Brainstorm potential sub- causes, and for each sub- cause identified… Why ? Why ? Why ? Why ? Why ? Repeat 5 times 5-Whys Analysis
  • 22. © International Institute for Learning, Inc., All rights reserved. 22Intelligence, Integrity and Innovation© International Institute for Learning, Inc., All rights reserved. The Concept of Variation Topic
  • 23. © International Institute for Learning, Inc., All rights reserved. 23Intelligence, Integrity and Innovation Variation is Reality Mean CL: 30.48 -2.68 63.65 -7.21 2.79 12.79 22.79 32.79 42.79 52.79 62.79 72.79 82.79 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 Individuals-InstallationTime No two things are exactly alike. There is variation in every process/system. Even things that appear identical are not. Too much variation in processes and systems will lead to errors. We must understand how much variation exists and the causes before we can reduce it.
  • 24. © International Institute for Learning, Inc., All rights reserved. 24Intelligence, Integrity and Innovation Common Cause – events happen sometimes to everyone – part of the process (indicates system/ process needs improvement) Special Cause – events only happen sometimes to some people/processes – out of the ordinary Two Causes of Variation This happens all the time Why does this only happen to me?
  • 25. © International Institute for Learning, Inc., All rights reserved. 25Intelligence, Integrity and Innovation Common Cause Factors Special Cause Factors Example: Work Commute When you commute to work – the time it takes varies from day to day. Why?
  • 26. © International Institute for Learning, Inc., All rights reserved. 26Intelligence, Integrity and Innovation Understanding Variation Situation All nurses make this mistake from time to time. Only one nurse is making mistakes. Type of Variation Common Cause Special Cause AppropriateResponse Look at all the data and find out why mistakes are being made (e.g., soiled cloths are in same type of bin as sterile ones). Make fundamental process change (put in different shaped bins). Look at that one clerk and find out what is different (e.g., trained on old system). Address that specific instance (e.g., train on new system). InappropriateResponse Investigate each occurrence of a mistake and try to change the process so it won’t happen again. Train everyone on new system. “Tampering” – treating Common Cause like Special Cause – increases process variation, wastes time trying to investigate and explain random events, and frustrates workers Treating Special Cause like Common – wastes resources and may frustrate workers Knowing the factors and the type of cause (Common versus Special) will determine the action you should take.
  • 27. © International Institute for Learning, Inc., All rights reserved. 27Intelligence, Integrity and Innovation Improve Phase – Determine the Solution and Standardize It Inconsistent Processes Inconsistent Results L People doing whatever it takes J Consistent Predictable Results Standard Processes
  • 28. © International Institute for Learning, Inc., All rights reserved. 28Intelligence, Integrity and Innovation Class Discussion The word standardization usually provokes feelings and thoughts. Why might you experience resistance to process/system standardization in healthcare?
  • 29. © International Institute for Learning, Inc., All rights reserved. 29Intelligence, Integrity and Innovation Control Phase The goal of the Control Phase is to: Observation Cost 24222018161412108642 14 12 10 8 6 4 2 0 _ X=5.84 UCL=12.28 LCL=-0.61 Assure long-term process control Transfer full process responsibility back to process owner Close the project
  • 30. © International Institute for Learning, Inc., All rights reserved. 30Intelligence, Integrity and Innovation In Summary The Mindset, Skillset, and Toolset of Lean Six Sigma is not exclusive to non people-intensive processes. It will work in determining root causes and solutions of problems in clinical services. The implementation of identified solutions will require cultural changes that are driven from the top, but the first step is to identify the solution. Patients should not be harmed by the healthcare system that is supposed to help them, but the solution does not lie in assigning blame or urging health professionals to be more careful. It starts with error-proofing systems and processes to avoid repeat errors. That’s where the DMAIC structure within Lean Six Sigma fits in.
  • 31. © International Institute for Learning, Inc., All rights reserved. 31Intelligence, Integrity and Innovation We invite you to get a closer look at what IIL can do for you and your organization, by visiting www.iil.com or email learning@iil.com and let us know how we can meet your learning needs. Please connect with IIL Socially: Like us on: facebook.com/IIL.inc Follow us: twitter.com/IILGLOBAL Join our Discussions on LinkedIn At IIL, Our Greatest Accomplishments are Yours
  • 32. © International Institute for Learning, Inc., All rights reserved. 32Intelligence, Integrity and Innovation Evaluations Thank you for joining us today. Please give us your feedback by completing our webinar evaluation now.

Notes de l'éditeur

  1. Module Name
  2. Module Name
  3. Course Name
  4. If conducting this in Centra, tell them to type their expectations into Text Chat.
  5. Although this is clearly the most important part of healthcare quality – it is the hardest to change. Patient care is referred to as clinical services.
  6. This type of quality improvement is much easier and therefore, many healthcare providers have made significant improvements in the non clinical services. For example , these are published improvements made by one of our Healthcare clients, using the project structure known as DMAIC (Lean Six Sigma).
  7. This requirement has forced healthcare providers to push beyond the nonclinical improvements and apply the same root-cause analysis to clinical errors. But how will they do that?
  8. Course Name
  9. 3_PM-11
  10. 1-12
  11. Source: Preventing Medical Injury by Ann G Brennan Read these examples and explain that the Define Phase starts by Prioritizing the Problems
  12. The first step in solving a problem is defining it as clearly as possible. This has always been a challenge in healthcare for many reasons. Why? There is fear in defining problems for obvious reasons (ie: lawsuits). Ignoring problems will not bring improvement.
  13. Have participants type what they would want to know in the text chat. Explain that this is much easier than looking first at a lot of data and trying to decipher what it should tell you. That is backwards. Figure out what you want to know and then get the factual answer through accurate data. Go to next slide for data from one question that most would ask.
  14. This is probably the most obvious question and the next step in data collection. In the DMAIC Cycle, the Measure and Analyze Phase are iterative. You will pull data that answers some questions and leads you to additional questions. The most frequent type of surgery is brain surgery, followed by a form of heart surgery. This probably makes sense as they are the most risky types of surgeries but remember that these were only the surgeries in which a medical error occurred that resulted in death. Our goal here is to find the root cause of the medical error so we can prevent similar errors in the future.
  15. Ask the participants what will happen if you do either of these? The answer is…the problem will still occur and it might even be worse. Let’s understand why? Next slide.
  16. Course Name
  17. 5_CE-20
  18. 5_CE-21
  19. Course Name
  20. 4_VC-23
  21. 4_VC-24
  22. 4_VC-25
  23. 4_VC-26
  24. 6_ST-28
  25. Module Name