lean six sigma
TRANSCRIPT
LEAN SIX SIGMA
ANYURYSM
“We don’t know what we don’t know.
We can’t act on what we don’t know.
We won’t know until we search.
We won’t search for what we don’t question.
We don’t question what we don’t measure.
Hence, we just don’t know.”
Dr. Mikel Harry
Quality
“An essential requirement of… products is that they meet
the needs of those members of society who will actually
use them. This concept of fitness for use is universal…
The popular term for fitness for use is quality, and our
basic definition becomes quality means fitness for use.”
- J. M.
Juran
1930 19501900
L E A N
S i x S i g m a
Ford Assembly Line
Guinness Brewery
Shewhart Introduces SPC
Gilbreth, Inc.•Management Theory•Industrial Engineering
Deming•14 Points•7 Deadly Diseases
Toyota Production System
Timeline
L6s
1990 20001980
Motorola Introduces Six Sigma
S i x S i g m a
L E A N
Just – in–Time
SPC
Lean Mfg.
TQMAlliedSIgnalGE Adapt LSS to Business Processes Lean
Six Sigma
Timeline
THE EVOLUTION OF AWARENESS
• IOM - resulted in the report To Err Is Human:
Building a Safer Health System.
• Quality of Health Care in America Project
• 44,000 to 98,000 Americans die each year as a result
of medical errors in hospitals.- 1998
• A second major report by the IOM’s Committee on the
Quality of Health Care in America—Crossing the
Quality Chasm
Quality in Healthcare
“Degree to which health services for individuals
and populations increase the likelihood of
desired health outcomes and are consistent with
current professional knowledge”.
- IOM
SIX SIGMA
• Six sigma is a business statistical Strategy identifying
defects and removing them from the process of
products to improve quality using Statistical measures.
• A defect is defined as any process output that does not
meet customer specifications.
History
• Carl Fredrick Gauss (1777-1855), who introduced the
concept of the normal curve or distribution.
• Walter Shewhart introduced three sigma as a
measurement of output variation in 1922
HISTORY
• The Six sigma was founded by Motorola in the 1980s.
• They founded a connection between increases in
quality and decreases in costs of production.
• Bill Smith, “Father of six sigma” introduce this quality
improvement Methodology to Motorola.
• Malcom Baldrige National Quality Award (MBNQA)-
1988
• Quality management program developed by Motorola
in the 1980s.
• Management philosophy focused on business process
improvements to:
• Eliminate waste, rework, and mistakes
• Increase customer satisfaction• Increase profitability and competitiveness
Sigma (S.D)
• Standard Deviation shows the variation in
data. If the data is close together, the standard
deviation will be small. If the data is spread out,
the standard deviation will be large.
• Standard Deviation is often denoted
by the lowercase Greek letter sigma
Standard Deviation Formula
The standard deviation formula can be represented using Sigma Notation:
2( )xn
s
Notice the standard deviation formula is the square root of the variance.
L6sWhat’s good enough?99% Good (3.8 Sigma) 99.99966% Good (6 Sigma)
20,000 lost articles of mail per hour (based on 2,000,000/hr)
7 articles lost per hour
Unsafe drinking water for almost 15 minutes each day
1 unsafe minute every 7 months
5,000 incorrect surgical operations per week
1.7 incorrect operations per week
2 short or long landings daily at an airport with 200 flights/day
1 short or long landing every 5 years
2,000,000 wrong drug prescriptions each year
680 wrong prescriptions per year
No electricity for almost 7 hours each month
1 hour without electricity every 34 years
Six Sigma Methods
DMAICDMADV
• Define • Measure• Analyze• Improve• Control
• Define • Measure• Analyze• Design• Verify
Define
• Identify the customer and which type of a product and
hope from it. These are analyze by using flow
cause/effect diagrams, check sheets, pareto analysis.
2. Measure
• Collect the baseline data to determine where the
process stands as compare to where it needs to be
• Quality characteristics an estimate current process
capability.
• Then find out the current sigma level according to
those identified characteristic that are mostly important
to the customer
Analyze
• This shows the amount of improvement necessary to
make the Critical to quality characteristics the best in
the industry.
• For this phase -descriptive statistical methods like
mean, mode, median…etc.
Improve
• Implement the suggested improvements in this phase
and also test possible solutions to the process problem.
• Collect data from the all possible solutions and test them
on a small scale
• Then choose the best solution
Control
• Measures are implemented to ensure improvements
are maintained.
• To monitor the process improvements, basically use
tools like statistically process control charts.
• Monitor the process to ensure that the process is in the
control limits.
what is LEAN ?
• The term “Lean Thinking” was coined by James P.
Womack and Daniel T. Jones in their book, Lean Thinking
• The goal is to minimize work and all non- value adding
activities to increase value and reduce opportunities for
defects and errors
• Customer satisfaction increases and production costs
decreases
Goals of LEAN
• Eliminate waste ( or in Japanese “muda”)
• Improve Quality
• Reduce operating cost
• Manage Inventory control
• Toyota Management System ( TMS)-1960s
What Is Typically FoundLean Value Stream Management starts with defining value in terms of products and process capabilities to provide the customer with what they need at the right time and at an appropriate price.
Valueadded
Non-value added/waste
8 wastes - Lean
1. Overproduction—making or doing more than is required or earlier than needed.
2. Waiting—for information, materials, people, maintenance, etc.
3. Transport—moving people or goods around or between sites.
4. Poor process design—too many/too few steps, non-standardization, inspection rather than prevention, etc.
1. Inventory—raw materials, work-in-progress, finished goods, papers, electronic files, etc.
2. Motion—inefficient layouts or poor ergonomics at work-stations or in offices.
3. Defects—errors, scrap, rework, non-conformance.
4. Underutilized personnel resources and creativity—ideas that are not listened to, skills that are not utilized.
Lean Six Sigma
• Lean Six Sigma is an approach to integrating the
power of Six Sigma Tools and Lean Enterprise Tools
which can be applied within an organization to
create the fastest rate of improvement, maximize
shareholder value, and increase customer delight.
The Methods
Lean&
Six Sigma
Improve Speed
Achieve Breakthrough Dashboard Results
Lower Costs
Culture ChangeSustain Performance
Higher Quality
Methods Results
The Application of Lean Six Sigma in Healthcare Delivery
• Dissatisfaction with being “average”
• Physicians not engaged with prior approaches
• Insufficient tools to execute vision
• Need for structure and discipline in decision-making processes
Driving force in healthcare
• Need for higher level analysis
• Need to “shine a light” on processes
• Need for a new platform/bar for leadership skills
• Market positioning• Current quality
programs need resuscitation
44,000 to 98,000 Preventable Hospital Deaths
(IOM study, 1998)
In-Hospital Deaths from Medical Errors at 195,000 per Year. Patient Safety Incidents In Hospitals Account for $6 Billion per Year in Extra Costs
(HealthGrades - July, 2004)
How Safe is Healthcare?
Defects in healthcare are costly -- unlike manufacturing, you can’t simply shut down the line until you find and fix the problem.
Reduction in Blood Stream Infections in ICU Stroke Patient Length of Stay Reduced Number of Inpatient Transfers Emergency Department Patient Wait Time Improved Patient Throughput in Radiology Reduction in Lost Films MR Exam Scheduling Improvement Staff Recruitment and Retention Operating Room Case Cart Accuracy Quality of Care and Satisfaction of Families in Newborn ICU
Examples of Projects Across a Health System
Key Success Factors
• Top man leadership with clear vision for the initiative
• Invest in resources and make a long term commitment
• Dedicate “best and brightest”
• Change the systems and structures to support the effort
• Select and scope projects carefully: Focus on critical issues tied to business priorities, with measurable and manageable parameters
• Use change management tools to identify cultural barriers, gain acceptance and build momentum
• Establish shared need, values and vision
o Customer Service/Satisfactiono Reduced Wait Timeso Consistent Service
o Delivered Quality of Careo Reduced Medical Errorso Use of Appropriate Technology
o Cost Managemento Increased Productivity and
Throughputo Decreased Cost through Reduced
Variationo Compliance requirements
Align opportunities with organizational objectives
key issues in healthcare:
This is a journey – not a destination
Lean Six Sigma is a solid approach, but not a “magic bullet” -- Transforming healthcare will also likely require changes in technology, legislation/regulation, transparency and culture.
Over 60% of quality efforts fail. To be among the successful 40%, pay attention to the people side of change.
The Effectiveness (E) of the result is equal to the Quality (Q) of the solution times the Acceptance (A) of the idea.
Conclusion
• Six Sigma is a toolset, not a management system and
is best used in conjunction with other more
comprehensive quality standards such as Lean for
Performance Excellence and customer satisfaction
which can also be applied in a Healthcare settings.