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Two Routes to Process Improvement--Part 1
Donald J. Wheeler
Having an effective model for the nature of data will inevitably identify two different paths to process improvement. One path seeks to operate a process up to its full potential while the other path seeks to operate to meet requirements. This article explains how these two paths differ and how…
The Necessity of Redundancy in Lean
Jon Miller
After every major natural disaster that disrupts global supply chains, there are voices that cry out “A-ha! I told you just-in-time inventory doesn’t work!” Recently the Icelandic volcano turned European skies airplane-free for a few days and news programs reported shortages of critical raw…
Tired of Being a Follower and Not a Leader?
R. Eric Reidenbach Ph.D.
I just read an article that appeared on Quality Digest Daily, “The Quality Crisis in America,” by David C. Crosby. The gist of the article is that the nation is in the midst of a quality crisis that has been with us for a very long time. The problem, according to Crosby, “is that the ‘big boss’—…
Is Quality Central or Peripheral to Lean?
Jeff Liker
The most stunning accomplishment of Toyota during the last 50 years is its turnaround from making “junk” to virtually redefining quality in the auto industry. Toyota was influenced to the core by W. Edwards Deming and quality is evident everywhere in the company. The objective of the Toyota…
Historical Data Analysis of Business Strategies During Recessionary Times
Mark Kiemele Ph.D.
I t is no secret that lean Six Sigma (LSS) and design for Six Sigma (DFSS) have arguably been the most effective initiatives for improving bottom line results and revenue growth since the advent of Frederick Taylor and management science. Billions of dollars in bottom-line impact have been…
Lean for the Long Term
Chet Marchwinski
I’ve now been continuously thinking about lean for 30 years, since the fall of 1979 when my bosses at the Massachusetts Institute of Technology (MIT) asked me to explore how a few Japanese companies had developed a striking advantage in designing and making motor vehicles. Recently, I’ve found…
How to Scold Like a Kaizen Sensei
Jon Miller
These days, there must be people at Toyota waking up in a cold sweat from dreams in which they are being scolded by Taiichi Ohno, furious at the massive vehicle recalls caused ostensibly by the pursuit of scale and volume production at the expense of quality. At least I sincerely hope this is the…
The Imaginary Theorem of Large Samples
Donald J. Wheeler
Courses in statistics generally emphasize the problem of inference. In my December column, “The Four Questions of Data Analysis,” I defined this problem in the following manner: Given a single unknown universe, and a sample drawn from that universe, how can we describe the properties of that…
A Simple and Effective Way to Display Data
Anantha Kollengode
T he check sheet is a simple and effective tool useful in lean Six Sigma projects. It is sometimes referred to as a concentration diagram or location plot. It is a handy tool for qualitative and quantitative data gathering and analysis. Check sheets help to systematically collect and organize…
Some Problems with Attribute Charts
Rip Stauffer
It’s better to measure things when we can; that’s been well-established in the quality literature over the years. The use of go/no-go gauges will always provide much less information for improvement than measuring the pieces themselves. However, we don’t always have the luxury of using continuous…
A Genuine Advantage: Arizona MEP Transforms Vantage Mobility
Arizona MEP
Vantage Mobility International (VMI) is well on its way to achieving its goal: to become the No. 1 provider of personal mobility transportation solutions by the end of 2010. “We’re transforming our business from soup to nuts,” says Doug Eaton, president and CEO of VMI. “Our company is growing…
Performing a Long-Term MSA Study
Steven Ouellette
A hh, measurement system analysis—the basis for all our jobs because, as Lord Kelvin said, “… When you cannot measure it, when you cannot express it in numbers, your knowledge is of a meager and unsatisfactory kind.” How interesting it is then, that we who thrive on data so frequently don't…
Lean Six Sigma Spurs Innovation and Drives Product Development
Lean Six Sigma methodologies have been around since Henry Ford’s creation of the assembly line in the early 1900s. Yet, companies that turn to lean Six Sigma often find themselves defending against the stigma that it stifles creativity, turns people into robots, or is just another way to get more…
Toyota—Connecting the Dots
Greg Hutchins
Toyota is in the news daily for its safety-related recalls. It’s sad… no, tragic. How could a company’s quality reputation be diluted so quickly? The pundits are saying that it will take many years to regain its lost quality reputation. For Toyota, its reputation was its most important asset—…
The Milk Run vs. the Water Spider
Jon Miller
I received pair of questions about lean logistics over the past few weeks that prompted this article. The questions were “What is the milk run method?” and “What is the role of the water spider?”  The milk run The milk run is an example of time-fixed, quantity-variable replenishment of…
Applying DMAIC to Inventory Problems
Eric Clower
In July of 2008, I stepped out of an engineering leadership role and into an operational role. The transition was exciting and overwhelming. While I had been in and around manufacturing for a little more than a decade, I had never operated as a part of supply chain or production management. The…
11 Pointers Toward Systems Thinking in Lean Management
Tim McMahon
A management system is the framework of processes and procedures used to ensure that an organization can fulfill all tasks required to achieve its objectives. A lean management system consists of the discipline, daily practices, and tools that you need to establish and maintain a persistent,…
It Is Time To Get Rid Of Action Limits
Steve Moore
The following words of an anonymous poet as he (or she) immortalized the lessons from Deming’s funnel experiment. “Tamper, tamper is the game, try to make all the same. Squeak and tweak it every day, off we go to the Milky Way.”  —Anonymous  I offer a corollary that may help…
Six Sigma Marketing’s Return on Value
R. Eric Reidenbach Ph.D.
“Our corporate mission is to deliver the ‘Best Value in Energy and Related Services,’” according to a large Midwestern electric and gas utility company. This is a mission statement, which after a minor modification (just change the industry), could be posted on any boardroom wall and inserted into…
Hospital Improves Accuracy, Decreases Turnaround Times
Georgia Institute of Technology
The cross-functional team at Piedmont Newnan was made up of employees that deal with the process daily. For this process improvement project, they focused on case carts, which are used for pulling together all supplies needed for surgical procedures. Pam Murphy, a…
How Good Should Your Products Be?
H. James Harrington
With the onset of Six Sigma methodology, many organizations have spent large sums of money to make all of their products and processes as close to six sigma as they can. I agree that the higher the level of sigma value, the better the quality of the output is if it’s not screened. But is that the…
Scaling Factors for Process Behavior Charts
Donald J. Wheeler
In the 1940s the War Production Board trained approximately 50,000 individuals in how to use process behavior charts (also known as control charts). At that time the computations were done by hand, and the emphasis was on making things as easy as possible for those doing these computations. As a…
Gauge R&R for Transactional Six Sigma Projects
James Wells
How many times has this happened to you? You’re leading a Six Sigma project on a transactional process of some kind, something not directly tied to manufacturing or measurement of product quality. You get to the measure phase of your Six Sigma project and struggle to figure out how to satisfy the…
Lean Health Care: Lower Costs, Better Outcomes
Knowledge at Wharton
Toyota’s legendary lean processes didn’t come out of nowhere. They were forged by the fire of urgency in post-World War II Japan when resources were scarce. Toyota innovated—and continued to innovate. Today, the Toyota Production System is the most respected manufacturing and inventory control…
Decreasing Customer Churn with Six Sigma
R. Eric Reidenbach Ph.D.
One of my clients, a wireless business-to-business (B2B) telecom company, was experiencing a significant problem in their call center. They were absolutely inundated with calls—most of them problems. They were spending a significant amount of money trying to manage the call center—adding new call…

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