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CLINICAL REDESIGN
Looking back to see the future
▪What is redesign all about?

▪Why do it?
▪What has it got to offer?
A FUNDAMENTAL ASSUMPTION OF
MEDICAL DECISION MAKING
▪ “Our minds are interpreters of evidence. We can accurately
convert all forms of evidence into conclusions, which in turns
determines our actions”

▪ “Therefore, no one has to tell us what to do. Just give us the
evidence and we will work it out. Besides there are lots of other
factors to be considered. That can only be done with clinical
judgement.”

▪ Dr David Eddy
LEAVE CLINICIANS TO SORT IT OUT?
THE FUNDAMENTAL ASSUMPTION IS WRONG
Poor evidence for most practices
The inherent complexity of modern medicine , versus the limitations
of the human mind
Lead to

High variations in beliefs
Well documented, massive variations in practices
High rate of inappropriate care
Unacceptable rates of preventable patient injury
Wasted resources on a large scale
Dr David Eddy
PROCESS MANAGEMENT DESIGNS

Do they work for medicine?
SCIENTIFIC MANAGEMENT
Developed by Frederick Taylor Approx 1911

Defined mass production
Based on the idea of process, management led design
uneducated workers, cogs in a machine
Very successful
TAYLORISM CONTINUED
Hardly a competent workman can be found who does not devote a considerable
part of time to studying just how slow he can work and still convince his employer
that he is going at a good pace…Under our system a worker is told just what to do
and how he is to do it
It is only through the enforced standardisation of methods, enforced adoption of
best implements and working conditions, and enforced cooperation that this faster
work can be assured. The duty of enforcing the adoption of standards and of
enforcing this cooperation rests with management alone. Any of those who after
proper teaching can not or will not work in accordance with the new methods
must be discharged by management
Frederick Taylor The Principles of Scientific Management 1911
SCIENTIFIC MANAGEMENT
Scientific Management fails in the face of
Complexity
THE CRAFT OF MEDICINE
An individual doctor
placing patients health needs above any other goal,
drawing on extensive clinical knowledge gained
through formal education and experience
Can

Craft
A unique diagnostic and treatment plan customized

for an individual patient
THE CRAFT OF ADMINISTRATION
Under the craft of medicine the role of the
organisation is to create an environment within
which individual, independent medical
professionals can interact with their patients
without undue distractions that could harm care

So we see the development of business solutions to
solve business problems and financial measures to
manage facilities
OPPOSING IDEALS

Administrative management versus clinical management
QUALITY IMPROVEMENT AND PROCESS
MANAGEMENT
1911

Frederick Taylor

1931

Walter Shewhart

Economic Control of
Manufactured Product

1939

Statistical Method from the
Viewpoint of Quality Control

1951

W. Edwards Deming Elementary Principles of the
Statistical Control of Quality
W.EDWARDS DEMING
Organize everything around value added (front line) work
processes

Quality Improvement is the science of process management
SHEWHART/DEMING PDSA CYCLE
Taylor Top Down

Deming Bottom Up

Hardly a competent
worker can be found

Almost all failures come
from underlying
processes
Empower
Learning
Teams (fundamental
knowledge)
Integrated Tools built into
workflow

Critize/Control
Judgement playing God
Heroic Individuals
Unfunded mandates
assumes unlimited time
and attention
Motivate incentivize
(payment)

Make it easy to do right
QUALITY IMPROVEMENT AND PROCESS
MANAGEMENT
1911

Frederick Taylor

1931

Walter Shewhart

Economic Control of
Manufactured Product

1939

Statistical Method from the
Viewpoint of Quality Control

1951

W. Edwards Deming Elementary Principles of the
Statistical Control of Quality

1990

Womack Jim

The Machine that changed the
World (Lean)
LEAN OR PULL THROUGH PRODUCTION
Standardisation processes with
Smart cogs that

Adapt to individual needs

Mass customisation

Efficient processes that can deal with complexity
PROTOCOLS CAN IMPROVE CARE
Shared baselines (lean production)
A multidisciplinary team of health care professionals
• Select a high priority care process
• Generate an evidence based “best practice” guideline
• Blend the guideline into the flow of clinical work
• Staffing
• Training
• Supplies
• Physical building
• Education
• Measurement
PROTOCOLS CONTINUED
Use guidelines as a shared baseline with clinicians
free to vary based on individual patient needs
Measure and learn from and (over time) eliminate
variation from professionals; retain variation arising
from patients
PRACTICAL LIMITATIONS ON PROTOCOL
USE
When abstract guidelines hit real patient care,
experience clearly shows

No protocol fits every patient
More importantly

No protocol perfectly fits any patient
HEALTHCARE IS CHANGING
From

Craft Based Practice
• Individuals, working alone,
• Handcrafting a customized solution for each patient
• Based on a vast personal knowledge gained from training and experience
To

Professional based practice
• Groups of peers, treating similar patients in a shared setting
• Plan coordinated care delivery processes
• Which are adaptable to specific patient needs
WHAT ARE THE BENEFITS?
1.It produces better outcomes for our patients

2.It eliminates waste, reduces costs and increases available
resources for patient care
3.It puts healthcare professionals in control of care delivery
4.It is the foundations for useful electronic data collection
WE ARE ALL READY DOING THIS AREN’T WE
Insufficient evidence for most treatment choices
Expert opinion is essentially random
Practice guidelines don’t change practice
Most guidelines lack sufficient evidence to actually guide
practice
Most guidelines have no validation data
IMPROVING QUALITY
Eliminate inappropriate variation
(process steps)

Document continuous improvement
(outcomes)
An example of how we are examining variation as part of process redesign
Distribution of LOS - DRG F62

F62A

F62B

0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44

LOS (days)

MIN

MAX RANGE

MEDIAN MEAN

CASES

OUTLIERS

DAYS
OVERSTAYED

F62A

1

44

43 days

6

8.7

128

8

263

F62B

1

40

39 days

3

3.7

227

7

145
Heart Failure
50%

75%

75%

60

25%

Distribution of days of stay - F62B

25% 50%

Frequency

0

0

5

20

10

Frequency

40

15

20

Distribution of days of stay - F62A

0

2

4

6

8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46

0

los

•
•
•
•

25% of patients stay between 1-3 days.
25% of patients stay between 3-6 days
25% of patients stay between 6-11 days
25% of patients stay between 11-44 days

2

4

6

8

10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40

LOS (days)

•
•
•
•

25% of patients stay between 3-5 days
25% of patients stay between 5-40 days
25% of patients stay 1 day.
25% of patients stay between 1-3 days
Heart Failure
First

Second

Third

Fourth

Total

32

32

32

32

128

58 (5.2%)

131 (11.8%)

256 (23.1%)

664 (59.9%)

1109

80.0

80.2

76.1

79.4

78.9

46.9%

59.4%

50.0%

59.4%

53.9%

1-3

3-6

6-11

11-44

1-44

One

22

22

24

22

90 (70.3%)

Two

9

8

7

8

32 (25%)

Three

1

2

1

2

6 (4.7%)

Total Separations
Total Bed Days
Mean Age

Male %
Variation in LOS

Admissions
in 12 months

25% of patients accounted for 59.9% of bed days. If all 32 of the cases in the fourth quartile could
be reduced to 11 days stay (the maximum of the third quartile – effectively making 11 days the
maximum LOS for DRG F62A) a total of 312 bed days could be saved within this DRG^.
Multiple admissions for same patients during the 2012/13 period:
• 70.3% = single admission
• 25.0% = two admissions
• 4.7% = three admissions
The number of prior admissions remained equal within all quartiles, meaning there is no association
between multiple admissions and longer LOS. ^(Current 664 days minus (32 cases * 11 days = 352 days) = 312 bed days saved)
Heart Failure
First
Comorbidities

Third

Fourth

Total

32

Total Separations

Second
32

32

32

128

32 (100%)

32 (100%)

32 (100%)

32 (100%)

128 (100%)

Heart

30 (93.8%)

32 (100%)

32 (100%)

32 (100%)

126 (98.4%)

Hypertension

16 (50%)

17 (53.1%)

8 (25.0%)

10 (31.3%)

51 (39.8%)

Diabetes Type 1

-

1 (3.1%)

-

-

1 (0.8%)

Diabetes Type 2

14 (43.8%)

21 (65.6%)

18 (56.3%)

14 (43.8%)

67 (52.3%)

Renal

2 (14.3%)

9 (42.9%)

9 (50.0%)

5 (35.7%)

25 (37.3%)

Diabetic Neuropathy

7 (50.0%)

9 (42.9%)

14 (77.8%)

7 (50.0%)

37 (55.2%)

Ophthalmology

1 (7.1%)

7 (33.3%)

2 (11.1%)

4 (28.6%)

14 (20.9%)

Diabetic Ulcers

-

-

4 (22.2%)

1 (7.1%)

5 (7.5%)

Diabetic Hypoglycaemia

3 (21.4%)

2 (9.5%)

3 (16.7%)

-

8 (11.9%)

Lactic Acidosis

-

-

1 (5.6%)

-

1 (1.5%)

Peripheral Angiopathy

2 (14.3%)

2 (9.5%)

3 (16.7%)

1 (7.1%)

8 (11.9%)

Multiple micro-vascular complications

-

4 (19.0%)

9 (50.0%)

4 (28.6%)

17 (25.4%)

Other Diabetic Complications

1 (7.1%)

2 (9.5%)

4 (22.2%)

7 (50.0%)

14 (20.9%)

The number of co-morbidities did not change significantly between quartiles for F62A, with all patients
experiencing at least one co-morbidity.
T a il a n a ly s is

. . . a s s u m e s th a t, if s e r io u s fa ilu r e s a r e
in s p e c te d a n d e lim in a te d , w h a t r e m a in s
is s o m e h o w e x c e lle n t . . .
r

a

F o c u s o n th e T a il

(

p

F

#

Q A th r e s h o ld (s ta n d a r d )

b e tte r

A

B

w o rs e

Q u a lity
`a c c e p ta b le ' q u a lity

`u n a c c e p ta b le ' q u a lity
T r a d itio n a l Q u a lity A s s u r a n c e
A f
te r

B e
fo r
e
th r
e s
h o
ld

b e
tte
r

Q u
a li
ty

w o
rs e

b e
tte
r

Q u
a li
ty

w o
rs e
Q u a lity Im p r o v e m e n t
B e
fo r
e

b e
tte
r

Q u
a li
ty

A f
te r

w o
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b e
tte
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Q u
a li
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w o
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Better has no Limits
Questions

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Simon Foster

  • 1. CLINICAL REDESIGN Looking back to see the future
  • 2. ▪What is redesign all about? ▪Why do it? ▪What has it got to offer?
  • 3.
  • 4.
  • 5. A FUNDAMENTAL ASSUMPTION OF MEDICAL DECISION MAKING ▪ “Our minds are interpreters of evidence. We can accurately convert all forms of evidence into conclusions, which in turns determines our actions” ▪ “Therefore, no one has to tell us what to do. Just give us the evidence and we will work it out. Besides there are lots of other factors to be considered. That can only be done with clinical judgement.” ▪ Dr David Eddy
  • 6. LEAVE CLINICIANS TO SORT IT OUT?
  • 7. THE FUNDAMENTAL ASSUMPTION IS WRONG Poor evidence for most practices The inherent complexity of modern medicine , versus the limitations of the human mind Lead to High variations in beliefs Well documented, massive variations in practices High rate of inappropriate care Unacceptable rates of preventable patient injury Wasted resources on a large scale Dr David Eddy
  • 8. PROCESS MANAGEMENT DESIGNS Do they work for medicine?
  • 9. SCIENTIFIC MANAGEMENT Developed by Frederick Taylor Approx 1911 Defined mass production Based on the idea of process, management led design uneducated workers, cogs in a machine Very successful
  • 10. TAYLORISM CONTINUED Hardly a competent workman can be found who does not devote a considerable part of time to studying just how slow he can work and still convince his employer that he is going at a good pace…Under our system a worker is told just what to do and how he is to do it It is only through the enforced standardisation of methods, enforced adoption of best implements and working conditions, and enforced cooperation that this faster work can be assured. The duty of enforcing the adoption of standards and of enforcing this cooperation rests with management alone. Any of those who after proper teaching can not or will not work in accordance with the new methods must be discharged by management Frederick Taylor The Principles of Scientific Management 1911
  • 11. SCIENTIFIC MANAGEMENT Scientific Management fails in the face of Complexity
  • 12. THE CRAFT OF MEDICINE An individual doctor placing patients health needs above any other goal, drawing on extensive clinical knowledge gained through formal education and experience Can Craft A unique diagnostic and treatment plan customized for an individual patient
  • 13. THE CRAFT OF ADMINISTRATION Under the craft of medicine the role of the organisation is to create an environment within which individual, independent medical professionals can interact with their patients without undue distractions that could harm care So we see the development of business solutions to solve business problems and financial measures to manage facilities
  • 14. OPPOSING IDEALS Administrative management versus clinical management
  • 15. QUALITY IMPROVEMENT AND PROCESS MANAGEMENT 1911 Frederick Taylor 1931 Walter Shewhart Economic Control of Manufactured Product 1939 Statistical Method from the Viewpoint of Quality Control 1951 W. Edwards Deming Elementary Principles of the Statistical Control of Quality
  • 16. W.EDWARDS DEMING Organize everything around value added (front line) work processes Quality Improvement is the science of process management
  • 18. Taylor Top Down Deming Bottom Up Hardly a competent worker can be found Almost all failures come from underlying processes Empower Learning Teams (fundamental knowledge) Integrated Tools built into workflow Critize/Control Judgement playing God Heroic Individuals Unfunded mandates assumes unlimited time and attention Motivate incentivize (payment) Make it easy to do right
  • 19. QUALITY IMPROVEMENT AND PROCESS MANAGEMENT 1911 Frederick Taylor 1931 Walter Shewhart Economic Control of Manufactured Product 1939 Statistical Method from the Viewpoint of Quality Control 1951 W. Edwards Deming Elementary Principles of the Statistical Control of Quality 1990 Womack Jim The Machine that changed the World (Lean)
  • 20. LEAN OR PULL THROUGH PRODUCTION Standardisation processes with Smart cogs that Adapt to individual needs Mass customisation Efficient processes that can deal with complexity
  • 21. PROTOCOLS CAN IMPROVE CARE Shared baselines (lean production) A multidisciplinary team of health care professionals • Select a high priority care process • Generate an evidence based “best practice” guideline • Blend the guideline into the flow of clinical work • Staffing • Training • Supplies • Physical building • Education • Measurement
  • 22. PROTOCOLS CONTINUED Use guidelines as a shared baseline with clinicians free to vary based on individual patient needs Measure and learn from and (over time) eliminate variation from professionals; retain variation arising from patients
  • 23. PRACTICAL LIMITATIONS ON PROTOCOL USE When abstract guidelines hit real patient care, experience clearly shows No protocol fits every patient More importantly No protocol perfectly fits any patient
  • 24. HEALTHCARE IS CHANGING From Craft Based Practice • Individuals, working alone, • Handcrafting a customized solution for each patient • Based on a vast personal knowledge gained from training and experience To Professional based practice • Groups of peers, treating similar patients in a shared setting • Plan coordinated care delivery processes • Which are adaptable to specific patient needs
  • 25. WHAT ARE THE BENEFITS? 1.It produces better outcomes for our patients 2.It eliminates waste, reduces costs and increases available resources for patient care 3.It puts healthcare professionals in control of care delivery 4.It is the foundations for useful electronic data collection
  • 26. WE ARE ALL READY DOING THIS AREN’T WE Insufficient evidence for most treatment choices Expert opinion is essentially random Practice guidelines don’t change practice Most guidelines lack sufficient evidence to actually guide practice Most guidelines have no validation data
  • 27. IMPROVING QUALITY Eliminate inappropriate variation (process steps) Document continuous improvement (outcomes)
  • 28. An example of how we are examining variation as part of process redesign Distribution of LOS - DRG F62 F62A F62B 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 LOS (days) MIN MAX RANGE MEDIAN MEAN CASES OUTLIERS DAYS OVERSTAYED F62A 1 44 43 days 6 8.7 128 8 263 F62B 1 40 39 days 3 3.7 227 7 145
  • 29. Heart Failure 50% 75% 75% 60 25% Distribution of days of stay - F62B 25% 50% Frequency 0 0 5 20 10 Frequency 40 15 20 Distribution of days of stay - F62A 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 0 los • • • • 25% of patients stay between 1-3 days. 25% of patients stay between 3-6 days 25% of patients stay between 6-11 days 25% of patients stay between 11-44 days 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 LOS (days) • • • • 25% of patients stay between 3-5 days 25% of patients stay between 5-40 days 25% of patients stay 1 day. 25% of patients stay between 1-3 days
  • 30. Heart Failure First Second Third Fourth Total 32 32 32 32 128 58 (5.2%) 131 (11.8%) 256 (23.1%) 664 (59.9%) 1109 80.0 80.2 76.1 79.4 78.9 46.9% 59.4% 50.0% 59.4% 53.9% 1-3 3-6 6-11 11-44 1-44 One 22 22 24 22 90 (70.3%) Two 9 8 7 8 32 (25%) Three 1 2 1 2 6 (4.7%) Total Separations Total Bed Days Mean Age Male % Variation in LOS Admissions in 12 months 25% of patients accounted for 59.9% of bed days. If all 32 of the cases in the fourth quartile could be reduced to 11 days stay (the maximum of the third quartile – effectively making 11 days the maximum LOS for DRG F62A) a total of 312 bed days could be saved within this DRG^. Multiple admissions for same patients during the 2012/13 period: • 70.3% = single admission • 25.0% = two admissions • 4.7% = three admissions The number of prior admissions remained equal within all quartiles, meaning there is no association between multiple admissions and longer LOS. ^(Current 664 days minus (32 cases * 11 days = 352 days) = 312 bed days saved)
  • 31. Heart Failure First Comorbidities Third Fourth Total 32 Total Separations Second 32 32 32 128 32 (100%) 32 (100%) 32 (100%) 32 (100%) 128 (100%) Heart 30 (93.8%) 32 (100%) 32 (100%) 32 (100%) 126 (98.4%) Hypertension 16 (50%) 17 (53.1%) 8 (25.0%) 10 (31.3%) 51 (39.8%) Diabetes Type 1 - 1 (3.1%) - - 1 (0.8%) Diabetes Type 2 14 (43.8%) 21 (65.6%) 18 (56.3%) 14 (43.8%) 67 (52.3%) Renal 2 (14.3%) 9 (42.9%) 9 (50.0%) 5 (35.7%) 25 (37.3%) Diabetic Neuropathy 7 (50.0%) 9 (42.9%) 14 (77.8%) 7 (50.0%) 37 (55.2%) Ophthalmology 1 (7.1%) 7 (33.3%) 2 (11.1%) 4 (28.6%) 14 (20.9%) Diabetic Ulcers - - 4 (22.2%) 1 (7.1%) 5 (7.5%) Diabetic Hypoglycaemia 3 (21.4%) 2 (9.5%) 3 (16.7%) - 8 (11.9%) Lactic Acidosis - - 1 (5.6%) - 1 (1.5%) Peripheral Angiopathy 2 (14.3%) 2 (9.5%) 3 (16.7%) 1 (7.1%) 8 (11.9%) Multiple micro-vascular complications - 4 (19.0%) 9 (50.0%) 4 (28.6%) 17 (25.4%) Other Diabetic Complications 1 (7.1%) 2 (9.5%) 4 (22.2%) 7 (50.0%) 14 (20.9%) The number of co-morbidities did not change significantly between quartiles for F62A, with all patients experiencing at least one co-morbidity.
  • 32. T a il a n a ly s is . . . a s s u m e s th a t, if s e r io u s fa ilu r e s a r e in s p e c te d a n d e lim in a te d , w h a t r e m a in s is s o m e h o w e x c e lle n t . . .
  • 33. r a F o c u s o n th e T a il ( p F # Q A th r e s h o ld (s ta n d a r d ) b e tte r A B w o rs e Q u a lity `a c c e p ta b le ' q u a lity `u n a c c e p ta b le ' q u a lity
  • 34. T r a d itio n a l Q u a lity A s s u r a n c e A f te r B e fo r e th r e s h o ld b e tte r Q u a li ty w o rs e b e tte r Q u a li ty w o rs e
  • 35. Q u a lity Im p r o v e m e n t B e fo r e b e tte r Q u a li ty A f te r w o rs e b e tte r Q u a li ty w o rs e
  • 36. Better has no Limits