Six Sigma
Six Sigma is a quality improvement methodology developed by Motorola
to systematically improve processes by eliminating defects [nonconformity
of a product or service to its specifications]. Motorola has reported
over US$17 billion in savings from Six Sigma as of 2006.
Based on founding improvement tools such as quality control, TQM,
and Zero Defects, Six Sigma is founded upon:
- Continuous efforts to reduce variation in process outputs is
key to business success
- Manufacturing and business processes can be measured, analyzed,
improved and controlled
- Succeeding at achieving sustained quality improvement requires
commitment from the entire organization, particularly from top-level
management
The term "Six Sigma" refers to the ability of highly
capable processes to produce output within specification. In particular,
processes that operate with six sigma quality produce at defect
levels below 3.4 defects per one million opportunities (DPMO). Six
Sigma's implicit goal is to improve all processes to that level
of quality or better.
Other companies that have adopted Six Sigma methodologies include:
- Bank of America,
- Caterpillar,
- Honeywell International (previously known as Allied Signal),
- Raytheon,
- Merrill Lynch
- General Electric (introduced by Jack Welch)
What Gets Measured, Gets Managed
The Six Sigma approach incorporates key performance indicators
[KPI's] over a broad range of elements of business strategy. Not
only do these business metrics act as a measurement system, but
also as a way of capturing the systems of the business, and providing
improvement measures. In this way, Six Sigma has moved beyond Quality
Management to become a basis for Operational Design.
Adopting this approach, many organisations now regard a balanced
measurement system as a key element for long term competitveness.
The Six Sigma approach can be applied across both manufacturing
and service based industries.
Six Sigma Methodologies
There are two key Six Sigma methodologies:
- DMAIC - used to improve an existing business
process
- DMADV - used to create new product or process
designs for predictable, defect-free performance.
Both were inspired by W. Edwards Deming's Plan-Do-Check-Act Cycle.
DMAIC
The five steps of this methodology consist of:
- Define - the process improvement goals that
are consistent with customer demands and enterprise strategy.
- Measure - the current process and collect
relevant data for future comparison.
- Analyze - to verify relationship and causality
of factors. Determine what the relationship is, and attempt to
ensure that all factors have been considered.
- Improve or optimize - the process based upon
the analysis using techniques like Design of Experiments.
- Control - to ensure that any variances are
corrected before they result in defects. Set up pilot runs to
establish process capability, transition to production and thereafter
continuously measure the process and institute control mechanisms.
DMADV
DMADV methodology also consists of five steps:
Define - the goals of the design activity that
are consistent with customer demands and enterprise strategy.
Measure and identify CTQs - (critical to qualities),
product capabilities, production process capability, and risk assessments.
Analyze - to develop and design alternatives,
create high-level design and evaluate design capability to select
the best design.
Design - details, optimize the design, and plan
for design verification. This phase may require simulations.
Verify - the design, set up pilot runs, implement
production process and handover to process owners.
Success In Six Sigma
To gain the greatest benefits from Six Sigma it is important for
companies NOT to focus on financial gains. Focusing on the financial
gains realized through Six Sigma is counter-productive; as financial
gains are simply by products of a good process improvement.
Building business objectives on purely financial targets has little
value to supporting a long-term strategic vision.
A Six Sigma strategy instead uses a measurement system based on
robust capability, using both financial and non-financial measures
to measure corporate performance. This has lead to the wide acceptance
of Balanced Scorecard.
Applying Six Sigma In Retail
Six Sigma works best when defects are related to processes and
products, rather than people. For this reason, few retail companies
have attempted this methodology due to the problem of applying defects
to people.
Retail=people, Six Sigma=defects
Applying six sigma to the human factor takes a lot of staff time;
leading to frustration from both the employees and from the customers
due to the lack of salespeople on the floor at any one time.
Next: Implementing Six Sigma
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