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Page 1
UAB Medicine Quality Academy
September 30, 2016
Scott E. Buchalter, MD
Welcome!
Page 2
Session Format
Open discussion – ask questions, raise issues, share experiences…
but please raise hand, to maintain some semblance of order
We will start each session on time…
but there is no guarantee that we will end on time (due to
open discussion format). So…
Feel free to move about….
please be careful of your colleagues
Page 3
Logistics
• Breakfast and Lunch Friday and Saturday. Breakfast on Sunday.
• Snacks and analgesics tables
• Restrooms out and to the right in alcove
• Breakout rooms across the hall for calls, pages, etc…..
• Remember – audio and video being recorded.
• Reserve the right to cut off some discussion, depending upon the
amount to be covered
Page 4
Session Context
Focused on clinical medicine
• Based on professional values
• Using examples from a variety of sources
Redundant –
• Intense study and discussion
• At home: read, rethink, consolidate; discuss and experiment
with teams
• Meet again to re-explore and build on what we learn
Clinical QI is not particularly linear –
• Theory mixed with practical tools
• Things immediately useful mixed with longer term strategies
• Methods mixed with management philosophy
• System-level structural issues mixed with pragmatic front-line issues
All cross-linked –
• requires a willing suspension of disbelief until we have enough of the
paradigm tied together to judge it as a whole
Page 5
Course Structure
Meet four times –
• Theory and QI tools
• Methods and Measurement
• Patient Safety
• Leadership and Project Presentations
With significant intervals – better for learning,
and essential for teams and projects
On-line learning with modules
Major goals –
• Lead/ facilitate clinical and operational improvement
• Serve as internal consultant on clinical QI and Patient Safety
• Teach QI and Safety to others
• Improve patient care
• Help us cross the chasm – be the “tipping point”
Page 6
It Really is About Changing Culture
1962
Diffusion of
innovations is a
theory that seeks to
explain how, why, and
at what rate new ideas,
Improvements, and
technology spread
Page 7
What is Diffusion of Innovation*?
A process by which any innovation diffuses
through certain channels and then adopted over
time among members of a social system
(population, organization, business)
*An innovation is the introduction of a new
or different idea, method, process,or
device
Page 8
Involvement of People in a System
The chasm
“tipping point”
NumberofEmployees
Time• Visionaries
• Techies
• Tenacious enthusiasts
• Massively improve
patient care
• Opinion leaders
Pragmatists Conservatives
Skeptics
Page 9
The Adoption Rate – The S Curve
Page 10
Page 12
Edwards Deming
The chasm
“tipping point”
Page 13
Setting the Stage for QI
1) Modern Medicine – The Best the World has Seen?
Make the case for the cost of care and the financial imperative
for improving outcomes and eliminating waste.
2) Managing (Clinical) Processes
Review the hx of process management in business, the complexity of
medicine, and the history of QI
3) Challenges in Healthcare: Fixing What Ails Us and Setting
the Stage for Improvement
Introduce the basics of QI, the rationale, and the theory behind
reduction of variation
Page 14
Modern Medicine:
The Best the World Has Ever Seen?
Page 15
Dr. Smith Goes to Washington
 46 million people without health insurance
 Cost increases that are bankrupting the
country
The roots of reform……….
Page 16
Page 17
Since 2000, an increase of 165% in
The US federal debt
$50,000 for
every man,
woman
and child
in the US
U.S Federal Debt 1971 - 2012
The Rise in Federal Debt is Unsustainable
The Roots of Health Care Reform
Page 18
The rise in health care
costs quickly outpaces revenue
PercentofGDP
Federal Revenue and Spending
Page 19
Page 20
Page 21
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Page 23
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Page 25
49.2
51.5
56.4
59.2
63.6
68.1 69.9 70.8
73.5
75.4 76.9
0
25
50
75
100
1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000
“We Routinely Achieve Miracles”
Lifeexpectancyatbirth(years)
Since 1960, 6.97 years gained over 4 decades = 1.74 years/decade
(from 1900-1960, 20.7 years gained over 6 decades = 3.45 years/decade)
Cutler DM, Rosen AB, et al. The Value of Medical Spending in the United States
New Engl J Med 2006; 355(9): 920-7 (Aug 31)
Page 26
Page 27
Total Health – What’s Driving Health
Behavior
Genetics
Environment / Public Health
Health Care Delivery (Hospitals and Clinics)
40%
30%
20%
10%
• Tobacco
• Drug and Alcohol Abuse
• Movement Deficit Disorder
• Sexually-transmitted disease
• Violence, accidents, and suicide
• Teenage pregnancy
Page 28
Page 29
Page 30
Page 31
Page 32
Page 33
Page 34
Page 35
Page 36
Medicare Patients with Acute MI
Page 37
Medicare Patients with Acute MI
Page 38
Page 39
Page 40
Page 41
Page 42
Page 43
Page 44
Page 45
Page 46
Page 47
Page 51
Page 52
Page 53
The Grateful Dead
Page 54
Managing Processes and
Clinical Care
Page 55
Page 56
Page 57
The Probelmes with Taylorism
Taylor had very precise ideas about how to introduce his system:
Workers were supposed to be incapable of understanding what they were
doing. According to Taylor this was true even for rather simple tasks. “I can
say, without the slightest hesitation,” Taylor told a congressional committee,
“that the science of handling pig-iron is so great that the man who is…
physically able to handle pig-iron and is sufficiently phlegmatic and stupid
to choose this for his occupation is rarely able to comprehend the science
of handling pig-iron”
Taylor believed in transferring control from workers to management. He set
out to increase the distinction between mental (planning work) and manual
labor (executing work). Detailed plans specifying the job, and how it was to
be done, were to be formulated by management and communicated to the
workers.[11]
Problems with Taylorism?
Page 58
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Page 60
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Page 65
Page 66
Page 67
Page 68
Page 69
Quality improvement is the science of managing
processes. It is a way of thinking that happens to
have some tools attached.
• Framework of ideas
• Makes statistics and probability relevant,
understandable, and useful
• Action to improve the underlying (causal)
process
Donald J. Wheeler
Page 70
2000 2001
Institute of Medicine
98,000 deaths due to error Massive gaps in care delivery
Page 71
Page 72
McGlynn EA et al. NEJM 2003
Vol 8:2635-2645
Page 73
Page 74
Page 75
Managed Care, November 2003
Center for Clinical Evaluative Sciences
Dartmouth Medical School
Practice Variation
Page 76
Page 77
Page 78
Synthesize
information
Care decisionsEvidence
Influencing Factors
• Clinical preferences (training, experience)
• Existing local “norms”
• Resources
• Financial incentives
• Legal considerations
• Patient preferences
• Errors and complications
• Worsened outcomes
• Increased costs
• Massive waste
• Poor experience
Results
David Eddy, MD, PhD
Variation
Page 79
The Problem is Variation
Routine
Medical Practice
Evidence in published
scientific research
Opinion, training
patterns,
environment, and
experience
Care delivered
Based on
evidence
Variation
25%
75%
55%
• Errors
• Increased cost
• Poor outcomes
Page 80
The Problem: Variation
1911 – Frederick Taylor - Principles of Scientific Management
(standardized mass assembly
production)
1924 – Walter Shewhart – Economic Control of Quality of
Manufactured Product (statistical
process control)
1950 – Edwards Deming – Elementary Principles of the
Statistical Control of Quality
(System of profound knowledge;
Refined process control and PDSA)
Page 81
Walter Shewhart
Economic Control of Quality of Manufactured Products
New York: Van Nostrand, 1931
The Birth of Statistical Process Control
Page 82
Hawthorne Works Plant – Bell Telephone Co., 1925
Page 83
1923
Hawthorne Works Plant - Today
• 1923 - National Research Council est.
Committee on Effect of Illumination on
Efficiency… Chair Thomas Edison
• 1924 – Western Electric invited to reproduce
these findings at Hawthorne plant
• First study – no relationship
• Six women in separate room, thirteen
sequential time periods / lighting
• Productivity rose independent of lighting
• Conclusion was productivity rose as result
of subjects being observed
• Became known as the Hawthorne effect
• Advanced through Management curricula at
Harvard Business School
Page 84
 May 1924 at Hawthorne, Shewhart sent his boss a one page
memorandum outlining his theory and invention for using statistics
in operations and manufacturing.
 It contained a half-page drawing of what we now know as a
control chart
 This first control chart launched statistical process control, and
was the real beginning of the Quality Improvement movement
in this country
 Shewhart's work pointed out the importance of reducing variation
in a manufacturing process and the understanding that continual
process- adjustment in reaction to non-conformance actually
increased variation and degraded quality. Today, we often call this
tampering.
The Beginning of QI
Page 85
Shewhart’s First Control Chart
Page 86
• PhD in Mathematics and Physics from Yale in 1928
• Worked as consultant to the Dept of Agriculture and
met Shewhart in 1927. Took Shewhart’s ideas and
developed them into his theories of management,
including statistical process control and PDSA.
• He taught these techniques to the Japanese after the
war, transforming their industry into world leaders in
productivity and profit.
• One reason he learned so much from Shewhart, Deming
remarked in a videotaped interview, was that, while brilliant,
Shewhart had an "uncanny ability to make things difficult.”
Deming thus spent a great deal of time both copying
Shewhart's ideas and devising ways to present them with
his own twist.
• Transmissions – Ford vs Japanese. 1980 documentary – after which Ford, with
Demings help, became most profitable US Auto Co.
Edwards Deming
Page 87
If you can't describe what you are doing
as a process,
you don't know what you're doing.
W. Edwards Deming
Page 88
Konosuke Matsushita
Page 89
Page 90
Bell Curve:
Inpatient Population
worse
Before
Tail
Defining an Approach to Change
Target all patients, or just a small subgroup considered at-risk?
Acceptable quality?
Page 91
worse
After
Quality
Traditional Quality Assurance
Eliminating
statistical
outliers
Page 92
worse Quality
better
If the team identifies a performance gap applicable to a wider patient population,
the team may design changes in processes with the potential for dramatic effect
Quality Improvement
Page 93
worse
After
Quality
worse Quality
better
Improvement and
standardization in
processes reduces
variation (narrows the
curve) and raises quality
of care for all (shifts
entire curve toward
better care).
Defining
Quality Improvement
Page 94
Understand Processes by Understanding Variation
Process
Type and distribution of data
(inherited from the process)
Understand process variation and probability
What does this tell us about the process?
Stable
(Random or common
cause variation)
Unstable
(Special or assignable
cause variation)
- Mean (average)
- Variation (SD)
- Probability
Control chart
Page 95
hh
Special
Cause
Variation
Special
Cause
Variation
Common Cause Variation
Understanding Variation
Page 96
Page 97
Shewhart Control Chart – The Basics
Page 98
Statistical Process Control Chart
Page 100
Quality Improvement: W. Edwards Deming
Organize everything around
value-added (front-line) work
processes
Quality improvement is the science of process
management. It creates a framework for identifying,
analyzing, and improving clinical processes
effectively and efficiently
Page 102
Fundamental Knowledge
- There is a difference between theory and reality
- Theory is an abstraction and an oversimplification
- Reality is the special circumstances and daily
work-arounds that define the actual work. It lives in
the mud and the weeds at the front line. The devil
really is in the details.
- Healthcare processes are complex. Organizations
store their process knowledge in their employees
- Most process-based work is done by teams
The key question for improvement….
How do we tap front-line workers’ fundamental
knowledge?
Page 103
100% Participation : Putting Everyone to Work*
• Every employee is responsible to improve within
their own work environment
• This means that everyone has two jobs:
- 95% of the time: do their regular job
- 5% of their time: improve how they do their regular job
• Leaders are responsible for providing:
- tools and training to improve
- the time, usually structured as part of work assignments
- the vision and resources
…..So that local teams can improve
* Dr. Brent James
Page 104
Low Hanging Fruit
Ground fruit
“logic and intuition”
Low Hanging Fruit
“incremental improvement of processes”
Sweet Fruit
“System redesign”
Page 106
Page 107
The Problem: Variation
 Often, our inside-out view of healthcare is based on
average or mean-based measures of our recent
past.
 Healthcare organizations and patients don’t feel
averages. They feel the variance in processes or
procedures.
 Quality Improvement focuses first on reducing the
variation in a process and then on improving the
process design, or capability.
 Organizations value consistent, predictable business
processes that deliver world-class levels of quality.
Organizations Feel the Variance, Not the Mean
Page 108
Which Improvement Methodology is Best?
 Model for Improvement
 PDSA
 Focus – PDSA
 Lean
 Six Sigma
Page 109
Plan
Do
Study
Act
Identify a problem
Organize a team
Define the process
Understand process
performance - data
Choose a process
change
• Framework for most
improvement methodologies
• QI tools are the enablers
• 8 Tools for Quality
Improvement and Patient
Safety
 Brainstorming
 Affinity diagrams
 Process mapping
 Run charts
 Control charts
 Pareto charts
 Fishbone diagrams
 Root cause analysis
Page 110
Reduce Observed/Expected Mortality for UAB Hospital
Respiratory Failure
Pneumonia
CAP
Appropriate antibiotics within 4 hrs
What might be the AIM statement?
Page 111
• Decrease O/E mortality for UAB Hospital
by 10% by March 1, 2016
• Decrease observed mortality at UAB Hospital
for CAP by 20% by March 1, 2016
• Decrease time to first antibiotic dose in patients
with CAP by 20% by July 31, 2016
Possible Aim Statements
Page 112
Understand the Current Process
• Identify how the process is currently taking place (the
process as it is). Go observe.
• Generate a process map to represent the sequence of each
step.
• Collect baseline data about the current process.
• Determine if there is a best practice internally or externally
• Analyze baseline data compared to best practices - literature,
opinion experts, and published guidelines
• This may help fine-tune your AIM statement
• Brainstorming
• Affinity analysis
• Fishbone
diagrams
• Tally sheets
• Pareto charts
• Process maps
(flow charts)
• Run charts
• Control charts
Page 113
MD assesses
Evaluated by MD
CXR completed
Patient placed
in room
Patient triaged
First dose abx
administered
Lab and CXR
ordered by MD
Abx ordered
by MD
New infiltrate
Yes
CAP Process Flow Diagram (Process Map)
Page 114
Page 115
UCL 695.4
CL 415.1
LCL 134.8
41.4
141.4
241.4
341.4
441.4
541.4
641.4
741.4
1 2 3 4 5 6 7 8 9
Minutes
Weeks
Time to First Dose Antibiotics
Target=240 min
Page 116
Reduce Observed/Expected Mortality for UAB Hospital
Respiratory Failure
Pneumonia
CAP
Appropriate antibiotics within 4 hrs
Clinical and operational processes within the ED (triage, patient
flow, staffing, room turnover, hospital census, screening for
symptoms and CXR, medication dispensing system……
Page 117
MD assesses
Evaluated by MD
CXR completed
Patient placed
in room
Patient triaged
First dose abx
administered
Lab and CXR
ordered by MD
Abx ordered
by MD
New infiltrate
Yes
CAP Process Flow Diagram (Process Map)
Page 118
124
91 88
42 38
29 22 15
27.6%
47.9%
67.5%
76.8%
85.3%
91.8%
96.7%
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
80.0%
90.0%
100.0%
0
50
100
150
200
250
300
350
400
Placed in
room
Evaluated by
MD
CXR
completed
MD assesses First dose
Abx given
Patient
Triaged
Lab and CXR
ordered
Abx ordered
Minutes
Process steps
CAP Pneumonia in ED
Page 119
Plan
Do
Study
Act
Identify a problem
Organize a team
Define the process
Understand process
performance - data
Choose a process
change
• Framework for most
improvement methodologies
• QI tools are the enablers
• 8 Tools for Quality
Improvement and Patient
Safety
 Brainstorming
 Affinity diagrams
 Process mapping
 Run charts
 Control charts
 Pareto charts
 Fishbone diagrams
 Root cause analysis
Page 120
MD assesses
Evaluated by MD
CXR completed
Patient placed
in room
Patient triaged
First dose abx
administered
Lab and CXR
ordered by MD
Abx ordered
by MD
New infiltrate
Yes
CAP Process Flow Diagram (Process Map)
PDSA #1
Fast track
based on
symptoms
PDSA #2
Automatic lab
and CXR
Page 121
MD assesses
Lab and CXR
reports available
and MD notified
Patient placed
in room per
screening tool
Patient triaged
First dose abx
administered
Lab and CXR
performed
per protocol
Abx ordered
by MD
New infiltrate
CAP Process Flow Diagram (New Process)
Page 122
UCL 497.2
CL 338.4
LCL 179.6
126.7
176.7
226.7
276.7
326.7
376.7
426.7
476.7
526.7
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
MInutes
Weeks
Time to First Dose Antibiotics for CAP
PDSA #1
PDSA #2
240 min
Page 123
Page 124
Page 125
Page 126
Discussion

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Quality Academy Welcome

  • 1. Page 1 UAB Medicine Quality Academy September 30, 2016 Scott E. Buchalter, MD Welcome!
  • 2. Page 2 Session Format Open discussion – ask questions, raise issues, share experiences… but please raise hand, to maintain some semblance of order We will start each session on time… but there is no guarantee that we will end on time (due to open discussion format). So… Feel free to move about…. please be careful of your colleagues
  • 3. Page 3 Logistics • Breakfast and Lunch Friday and Saturday. Breakfast on Sunday. • Snacks and analgesics tables • Restrooms out and to the right in alcove • Breakout rooms across the hall for calls, pages, etc….. • Remember – audio and video being recorded. • Reserve the right to cut off some discussion, depending upon the amount to be covered
  • 4. Page 4 Session Context Focused on clinical medicine • Based on professional values • Using examples from a variety of sources Redundant – • Intense study and discussion • At home: read, rethink, consolidate; discuss and experiment with teams • Meet again to re-explore and build on what we learn Clinical QI is not particularly linear – • Theory mixed with practical tools • Things immediately useful mixed with longer term strategies • Methods mixed with management philosophy • System-level structural issues mixed with pragmatic front-line issues All cross-linked – • requires a willing suspension of disbelief until we have enough of the paradigm tied together to judge it as a whole
  • 5. Page 5 Course Structure Meet four times – • Theory and QI tools • Methods and Measurement • Patient Safety • Leadership and Project Presentations With significant intervals – better for learning, and essential for teams and projects On-line learning with modules Major goals – • Lead/ facilitate clinical and operational improvement • Serve as internal consultant on clinical QI and Patient Safety • Teach QI and Safety to others • Improve patient care • Help us cross the chasm – be the “tipping point”
  • 6. Page 6 It Really is About Changing Culture 1962 Diffusion of innovations is a theory that seeks to explain how, why, and at what rate new ideas, Improvements, and technology spread
  • 7. Page 7 What is Diffusion of Innovation*? A process by which any innovation diffuses through certain channels and then adopted over time among members of a social system (population, organization, business) *An innovation is the introduction of a new or different idea, method, process,or device
  • 8. Page 8 Involvement of People in a System The chasm “tipping point” NumberofEmployees Time• Visionaries • Techies • Tenacious enthusiasts • Massively improve patient care • Opinion leaders Pragmatists Conservatives Skeptics
  • 9. Page 9 The Adoption Rate – The S Curve
  • 11. Page 12 Edwards Deming The chasm “tipping point”
  • 12. Page 13 Setting the Stage for QI 1) Modern Medicine – The Best the World has Seen? Make the case for the cost of care and the financial imperative for improving outcomes and eliminating waste. 2) Managing (Clinical) Processes Review the hx of process management in business, the complexity of medicine, and the history of QI 3) Challenges in Healthcare: Fixing What Ails Us and Setting the Stage for Improvement Introduce the basics of QI, the rationale, and the theory behind reduction of variation
  • 13. Page 14 Modern Medicine: The Best the World Has Ever Seen?
  • 14. Page 15 Dr. Smith Goes to Washington  46 million people without health insurance  Cost increases that are bankrupting the country The roots of reform……….
  • 16. Page 17 Since 2000, an increase of 165% in The US federal debt $50,000 for every man, woman and child in the US U.S Federal Debt 1971 - 2012 The Rise in Federal Debt is Unsustainable The Roots of Health Care Reform
  • 17. Page 18 The rise in health care costs quickly outpaces revenue PercentofGDP Federal Revenue and Spending
  • 24. Page 25 49.2 51.5 56.4 59.2 63.6 68.1 69.9 70.8 73.5 75.4 76.9 0 25 50 75 100 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 “We Routinely Achieve Miracles” Lifeexpectancyatbirth(years) Since 1960, 6.97 years gained over 4 decades = 1.74 years/decade (from 1900-1960, 20.7 years gained over 6 decades = 3.45 years/decade) Cutler DM, Rosen AB, et al. The Value of Medical Spending in the United States New Engl J Med 2006; 355(9): 920-7 (Aug 31)
  • 26. Page 27 Total Health – What’s Driving Health Behavior Genetics Environment / Public Health Health Care Delivery (Hospitals and Clinics) 40% 30% 20% 10% • Tobacco • Drug and Alcohol Abuse • Movement Deficit Disorder • Sexually-transmitted disease • Violence, accidents, and suicide • Teenage pregnancy
  • 35. Page 36 Medicare Patients with Acute MI
  • 36. Page 37 Medicare Patients with Acute MI
  • 47.
  • 48.
  • 52. Page 54 Managing Processes and Clinical Care
  • 55. Page 57 The Probelmes with Taylorism Taylor had very precise ideas about how to introduce his system: Workers were supposed to be incapable of understanding what they were doing. According to Taylor this was true even for rather simple tasks. “I can say, without the slightest hesitation,” Taylor told a congressional committee, “that the science of handling pig-iron is so great that the man who is… physically able to handle pig-iron and is sufficiently phlegmatic and stupid to choose this for his occupation is rarely able to comprehend the science of handling pig-iron” Taylor believed in transferring control from workers to management. He set out to increase the distinction between mental (planning work) and manual labor (executing work). Detailed plans specifying the job, and how it was to be done, were to be formulated by management and communicated to the workers.[11] Problems with Taylorism?
  • 67. Page 69 Quality improvement is the science of managing processes. It is a way of thinking that happens to have some tools attached. • Framework of ideas • Makes statistics and probability relevant, understandable, and useful • Action to improve the underlying (causal) process Donald J. Wheeler
  • 68. Page 70 2000 2001 Institute of Medicine 98,000 deaths due to error Massive gaps in care delivery
  • 70. Page 72 McGlynn EA et al. NEJM 2003 Vol 8:2635-2645
  • 73. Page 75 Managed Care, November 2003 Center for Clinical Evaluative Sciences Dartmouth Medical School Practice Variation
  • 76. Page 78 Synthesize information Care decisionsEvidence Influencing Factors • Clinical preferences (training, experience) • Existing local “norms” • Resources • Financial incentives • Legal considerations • Patient preferences • Errors and complications • Worsened outcomes • Increased costs • Massive waste • Poor experience Results David Eddy, MD, PhD Variation
  • 77. Page 79 The Problem is Variation Routine Medical Practice Evidence in published scientific research Opinion, training patterns, environment, and experience Care delivered Based on evidence Variation 25% 75% 55% • Errors • Increased cost • Poor outcomes
  • 78. Page 80 The Problem: Variation 1911 – Frederick Taylor - Principles of Scientific Management (standardized mass assembly production) 1924 – Walter Shewhart – Economic Control of Quality of Manufactured Product (statistical process control) 1950 – Edwards Deming – Elementary Principles of the Statistical Control of Quality (System of profound knowledge; Refined process control and PDSA)
  • 79. Page 81 Walter Shewhart Economic Control of Quality of Manufactured Products New York: Van Nostrand, 1931 The Birth of Statistical Process Control
  • 80. Page 82 Hawthorne Works Plant – Bell Telephone Co., 1925
  • 81. Page 83 1923 Hawthorne Works Plant - Today • 1923 - National Research Council est. Committee on Effect of Illumination on Efficiency… Chair Thomas Edison • 1924 – Western Electric invited to reproduce these findings at Hawthorne plant • First study – no relationship • Six women in separate room, thirteen sequential time periods / lighting • Productivity rose independent of lighting • Conclusion was productivity rose as result of subjects being observed • Became known as the Hawthorne effect • Advanced through Management curricula at Harvard Business School
  • 82. Page 84  May 1924 at Hawthorne, Shewhart sent his boss a one page memorandum outlining his theory and invention for using statistics in operations and manufacturing.  It contained a half-page drawing of what we now know as a control chart  This first control chart launched statistical process control, and was the real beginning of the Quality Improvement movement in this country  Shewhart's work pointed out the importance of reducing variation in a manufacturing process and the understanding that continual process- adjustment in reaction to non-conformance actually increased variation and degraded quality. Today, we often call this tampering. The Beginning of QI
  • 83. Page 85 Shewhart’s First Control Chart
  • 84. Page 86 • PhD in Mathematics and Physics from Yale in 1928 • Worked as consultant to the Dept of Agriculture and met Shewhart in 1927. Took Shewhart’s ideas and developed them into his theories of management, including statistical process control and PDSA. • He taught these techniques to the Japanese after the war, transforming their industry into world leaders in productivity and profit. • One reason he learned so much from Shewhart, Deming remarked in a videotaped interview, was that, while brilliant, Shewhart had an "uncanny ability to make things difficult.” Deming thus spent a great deal of time both copying Shewhart's ideas and devising ways to present them with his own twist. • Transmissions – Ford vs Japanese. 1980 documentary – after which Ford, with Demings help, became most profitable US Auto Co. Edwards Deming
  • 85. Page 87 If you can't describe what you are doing as a process, you don't know what you're doing. W. Edwards Deming
  • 88. Page 90 Bell Curve: Inpatient Population worse Before Tail Defining an Approach to Change Target all patients, or just a small subgroup considered at-risk? Acceptable quality?
  • 89. Page 91 worse After Quality Traditional Quality Assurance Eliminating statistical outliers
  • 90. Page 92 worse Quality better If the team identifies a performance gap applicable to a wider patient population, the team may design changes in processes with the potential for dramatic effect Quality Improvement
  • 91. Page 93 worse After Quality worse Quality better Improvement and standardization in processes reduces variation (narrows the curve) and raises quality of care for all (shifts entire curve toward better care). Defining Quality Improvement
  • 92. Page 94 Understand Processes by Understanding Variation Process Type and distribution of data (inherited from the process) Understand process variation and probability What does this tell us about the process? Stable (Random or common cause variation) Unstable (Special or assignable cause variation) - Mean (average) - Variation (SD) - Probability Control chart
  • 95. Page 97 Shewhart Control Chart – The Basics
  • 97. Page 100 Quality Improvement: W. Edwards Deming Organize everything around value-added (front-line) work processes Quality improvement is the science of process management. It creates a framework for identifying, analyzing, and improving clinical processes effectively and efficiently
  • 98. Page 102 Fundamental Knowledge - There is a difference between theory and reality - Theory is an abstraction and an oversimplification - Reality is the special circumstances and daily work-arounds that define the actual work. It lives in the mud and the weeds at the front line. The devil really is in the details. - Healthcare processes are complex. Organizations store their process knowledge in their employees - Most process-based work is done by teams The key question for improvement…. How do we tap front-line workers’ fundamental knowledge?
  • 99. Page 103 100% Participation : Putting Everyone to Work* • Every employee is responsible to improve within their own work environment • This means that everyone has two jobs: - 95% of the time: do their regular job - 5% of their time: improve how they do their regular job • Leaders are responsible for providing: - tools and training to improve - the time, usually structured as part of work assignments - the vision and resources …..So that local teams can improve * Dr. Brent James
  • 100. Page 104 Low Hanging Fruit Ground fruit “logic and intuition” Low Hanging Fruit “incremental improvement of processes” Sweet Fruit “System redesign”
  • 102. Page 107 The Problem: Variation  Often, our inside-out view of healthcare is based on average or mean-based measures of our recent past.  Healthcare organizations and patients don’t feel averages. They feel the variance in processes or procedures.  Quality Improvement focuses first on reducing the variation in a process and then on improving the process design, or capability.  Organizations value consistent, predictable business processes that deliver world-class levels of quality. Organizations Feel the Variance, Not the Mean
  • 103. Page 108 Which Improvement Methodology is Best?  Model for Improvement  PDSA  Focus – PDSA  Lean  Six Sigma
  • 104. Page 109 Plan Do Study Act Identify a problem Organize a team Define the process Understand process performance - data Choose a process change • Framework for most improvement methodologies • QI tools are the enablers • 8 Tools for Quality Improvement and Patient Safety  Brainstorming  Affinity diagrams  Process mapping  Run charts  Control charts  Pareto charts  Fishbone diagrams  Root cause analysis
  • 105. Page 110 Reduce Observed/Expected Mortality for UAB Hospital Respiratory Failure Pneumonia CAP Appropriate antibiotics within 4 hrs What might be the AIM statement?
  • 106. Page 111 • Decrease O/E mortality for UAB Hospital by 10% by March 1, 2016 • Decrease observed mortality at UAB Hospital for CAP by 20% by March 1, 2016 • Decrease time to first antibiotic dose in patients with CAP by 20% by July 31, 2016 Possible Aim Statements
  • 107. Page 112 Understand the Current Process • Identify how the process is currently taking place (the process as it is). Go observe. • Generate a process map to represent the sequence of each step. • Collect baseline data about the current process. • Determine if there is a best practice internally or externally • Analyze baseline data compared to best practices - literature, opinion experts, and published guidelines • This may help fine-tune your AIM statement • Brainstorming • Affinity analysis • Fishbone diagrams • Tally sheets • Pareto charts • Process maps (flow charts) • Run charts • Control charts
  • 108. Page 113 MD assesses Evaluated by MD CXR completed Patient placed in room Patient triaged First dose abx administered Lab and CXR ordered by MD Abx ordered by MD New infiltrate Yes CAP Process Flow Diagram (Process Map)
  • 110. Page 115 UCL 695.4 CL 415.1 LCL 134.8 41.4 141.4 241.4 341.4 441.4 541.4 641.4 741.4 1 2 3 4 5 6 7 8 9 Minutes Weeks Time to First Dose Antibiotics Target=240 min
  • 111. Page 116 Reduce Observed/Expected Mortality for UAB Hospital Respiratory Failure Pneumonia CAP Appropriate antibiotics within 4 hrs Clinical and operational processes within the ED (triage, patient flow, staffing, room turnover, hospital census, screening for symptoms and CXR, medication dispensing system……
  • 112. Page 117 MD assesses Evaluated by MD CXR completed Patient placed in room Patient triaged First dose abx administered Lab and CXR ordered by MD Abx ordered by MD New infiltrate Yes CAP Process Flow Diagram (Process Map)
  • 113. Page 118 124 91 88 42 38 29 22 15 27.6% 47.9% 67.5% 76.8% 85.3% 91.8% 96.7% 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% 70.0% 80.0% 90.0% 100.0% 0 50 100 150 200 250 300 350 400 Placed in room Evaluated by MD CXR completed MD assesses First dose Abx given Patient Triaged Lab and CXR ordered Abx ordered Minutes Process steps CAP Pneumonia in ED
  • 114. Page 119 Plan Do Study Act Identify a problem Organize a team Define the process Understand process performance - data Choose a process change • Framework for most improvement methodologies • QI tools are the enablers • 8 Tools for Quality Improvement and Patient Safety  Brainstorming  Affinity diagrams  Process mapping  Run charts  Control charts  Pareto charts  Fishbone diagrams  Root cause analysis
  • 115. Page 120 MD assesses Evaluated by MD CXR completed Patient placed in room Patient triaged First dose abx administered Lab and CXR ordered by MD Abx ordered by MD New infiltrate Yes CAP Process Flow Diagram (Process Map) PDSA #1 Fast track based on symptoms PDSA #2 Automatic lab and CXR
  • 116. Page 121 MD assesses Lab and CXR reports available and MD notified Patient placed in room per screening tool Patient triaged First dose abx administered Lab and CXR performed per protocol Abx ordered by MD New infiltrate CAP Process Flow Diagram (New Process)
  • 117. Page 122 UCL 497.2 CL 338.4 LCL 179.6 126.7 176.7 226.7 276.7 326.7 376.7 426.7 476.7 526.7 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 MInutes Weeks Time to First Dose Antibiotics for CAP PDSA #1 PDSA #2 240 min