By Mike Loughrin, CEO of Transformance Advisors
A Powerful Program
Six Sigma has earned a tremendous reputation as one of the leading organizational improvement programs. It has also remained a mystery to many.
A crisp definition is elusive and it seems you need to know the secret handshake in order to understand what people are talking about.
But, make no mistake, six sigma is a complete program with a powerful methodology. This methodology leverages strong statistical analysis and builds upon programs such as total quality management, statistical process control, and quality function deployment.
Emerging in the 1980s at Motorola, six sigma exploded in the 1990s with great success at General Electric, Allied Signal, and Honeywell. These early adopters become the legends of six sigma and saved billions of dollars in the process.
For this article, I’ll stick to standard six sigma. I won’t muddy the waters with lean six sigma, lean sigma, constraint sigma, or some other derivative.
The beginnings of six sigma can be traced back to the early pioneers in the quality movement. These pioneers include the legendary names Shewhart, Deming, Juran, Ishikawa, Taguchi, and Crosby:
- Walter Shewhart developed statistical process control (SPC) and the plan, do, check, act (PDCA) process
- W Edwards Deming advanced a complete philosophy of quality management and the 14 points of quality
- Joseph M Juran evangelized the use of quality circles and was the first to apply the Pareto principle to quality
- Kaoru Ishikawa popularized the 7 basic tools of quality and developed the Cause and Effect Diagram – also called the Ishikawa Diagram
- Genichi Taguchi developed a methodology that emphasized “designing in quality” to reduce variation in manufacturing
- Philip B Crosby promoted the concept that “quality is free” and the need to establish a goal of “zero defects”
Contemporary trailblazers of the six sigma phenomena include names Smith, Harry, Bossidy, Galvin, and Welsh:
- Bill Smith is regarded as the “Father of Six Sigma” for developing a standard problem solving method that reduced defects at Motorola
- Michael Harry created a training curriculum at Motorola at the concept of six sigma roles defined as “belts” similar to the martial arts
- Larry Bossidy, as CEO for Allied Signal, brougt rigor to the project selection process and defined a role for executives called “Champion”
- Bob Galvin led the way for executive engagement by launching the “Six Sigma Quality Program” at Motorola and establishing the goal tied to everyone’s performance assessment
- Jack Welch, as CEO for General Electric, promoted six sigma by creating training centers and helping deliver over $12 billion in savings – making six sigma world famous and genuine “rock star” of improvement programs
Quality is not an act, it is a habit. – Aristotle
What Does Six Sigma Mean?
To understand six sigma, you need to start with the meaning of the words.
Six is easy. but more to come on that later.
Sigma is the 18th letter of the Greek alphabet and is used by statisticians to designate the term “standard deviation”.
Calculating the standard deviation is a way to identify the amount of variation in a product, service, or process.
For example, you could weigh 1,000 candy bars. The average weight could be 1 ounce, but most will be plus or minus some small amount. If there is a large amount of variation, the standard deviation will be high. Conversely, if everything is working well, there will be a small amount of variation and the standard deviation will be low.
Statisticians have figured out the math and I won’t go into the details here. What they have proven is that, for a normal distribution, the average (mean) plus or minus six standard deviations will be the actual measurement for 99.99966% of the total measurements.
The goal is to determine stakeholder expectations for quality and then implement processes that meet those expectations 99.99966% of the time.
That’s what we mean by six sigma levels of quality.
Caution: the math is more complex and beyond the goal of this article.
But, we do need to explore one more aspect wrapped around the math.
Quality is the result of a carefully constructed cultural environment. – Philip Crosby
Defects Per Opportunity
We just mentioned the need to determine stakeholder expectations; the specific requirement is to understand how much variation is acceptable.
Going back to our candy bar, let’s say we collect feedback from consumers, retailers, cost accounting, and the Food and Drug Administration.
Synthesizing the feedback, we determine that our candy bars need to be plus or minus 0.05 ounce, or can range from 0.95 to 1.05 ounce.
We have our quality measure and now need to establish processes that can deliver!
Wrong. You are not done!
In six sigma lingo, a defect is anything that annoys a customer and an opportunity is any chance to be annoying.
There are many other attributes, besides weight, that reflect an opportunity to annoy a stakeholder.
Think about price, delivery, availability, packaging, sustainable practices, and don’t forget about taste.
Of course, there can be thousands of opportunities for many products, services, and processes. Six sigma uses tools such as “critical to quality” to narrow the focus to what needs to be included.
Quality means doing it right when no one is looking. – Henry Ford
Bring Home The Math
Back to that 99.99966% we covered earlier.
If 99.99966% are good, then 0.00034% are bad – the defects.
0.00034% is the same as saying 3.4 per million.
Bringing home the math – the goal of six sigma is to reduce variation to the point where you have less than 3.4 defects per million opportunities to have a defect.
Knowing the prior sentence makes you more knowledgeable about six sigma than most of the people you will meet at any holiday party!
And knowing that sentence means you know the first competitive advantage that six sigma has over other improvement programs.
Uncontrolled variation is the enemy of quality. – W Edwards Deming
An Achievable Goal
While the statistics can cause confusion, I suspect that the ability to leverage hard data about a product, service, or process is how six sigma captured the support of executives at the early adopters.
The fanatics for other improvement programs tend to proclaim unattainable goals such as zero defects, zero inventory, 110% customer delight, or organizational perfection.
These over-the-top pipe dreams have never been able to rally an organization or get serious support from executives with the power to fund an improvement program.
While seeking six sigma quality is an extremely challenging goal, the math makes it seem possible.
You can imagine an executive saying “I understand you want to achieve 3.4 defects per million opportunities. How do you plan to achieve it?”
Having an achievable mathematical goal is just one benefit of six sigma.
The second competitive advantage of the six sigma program is a structured methodology. It comes as a 5 step process:
The trailblazers of six sigma designed these steps to support any level of complexity. The brilliance is how you always follow the same 5 steps; you simply grab different tools from the six sigma toolbox.
A project with massive amounts of data will leverage strong statistical analysis. A project with less data may use tools as simple as a check sheet and a scatter diagram.
Learning about the tools and where to use them is why six sigma training courses are so extensive and intense. The challenge is figuring out who to train and what tools to train them on.
This training challenge brings us to our third and final competitive advantage of the six sigma program.
Six Sigma Roles
Known as “belts”, six sigma training programs are classified by the level of training and the roles people will perform on project teams. These belts and the level of training are:
- Yellow Belts receive about 4 to 8 hours of training; everyone in an organization should get this amount of training which is not much more than you are reading in this article.
- Green Belts receive about 6 to 10 days of training; heavy on the 5 step DMAIC methodology and the most common problem solving tools
- Black Belts receive about 15 to 20 days of training; all the Green Belt plus a much deeper dive into statistical analysis and project management skills
- Master Black Belts take an additional 10 days beyond Black Belt training; intense statistical tools and program leadership competencies
- Champions take about 2 days of training focused on applying six sigma to business processes and deploying projects across an organization
A caution: there is no official curriculum of training requirements for each belt – it’s buyer beware when searching for training.
In terms of project roles:
- Yellow Belts will be subject matter experts and other support roles
- Green Belts will do most of the work with data collection, data analysis, design of improvements, and implementation of improved processes
- Black Belts will lead major projects and ensure that rigorous analysis is performed and robust solutions are designed and implemented
- Master Black Belts will provide expert advice on overall program management and train new Black Belts
- Champions will be the executive sponsors for projects ensuring the right projects are funded and solutions provide benefits to the organization
A caution: there is no official alignment of belts and project roles – each organization should design and staff projects to meet their needs. Common sense tells you not to staff a “six sigma” project with people who have zero training and are filled with fear when it comes to statistical analysis.
Six sigma has become one of the best improvement programs of all time and can lay claim to three competitive advantages:
- A specific goal to reduce variation to the point where you have less than 3.4 defects per million opportunities to have a defect
- A structured 5 step methodology that can flex and use different problem solving tools to meet the challenges of projects with different levels of complexity
- A comprehensive approach to training and project team roles using classifications referred to as “belts”
One potential weakness of six sigma is the lack of a generally accepted definition. It’s ironic to see how much variation exists when you search for the definition of a program focused on reducing variation!
What is Six Sigma?
Just one more item to complete!
Let’s establish a crisp answer to that question -“What is Six Sigma?”:
Six Sigma is a structured methodology for improving the quality of products, services, and processes by reducing variation with a goal of reaching less than 3.4 defects per million opportunities to have a defect.
That feels like an accomplishment.
Read What is Lean Six Sigma?
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