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The Journey Toward Excellence
Quality Transformation With David Schwinn
This month’s column is about a recent trip to New York and what I learned along the way. About a month ago, we attended the National Band and Orchestra festival at Carnegie Hall. The high school orchestra our granddaughter, Claire, plays in was invited to participate, and we were not about to miss…
Are Your Processes ‘Too Variable’ to Apply Statistical Thinking?
Davis Balestracci
My recent columns have emphasized the need for critical thinking to understand the process that produces any data. By just plotting data in their naturally occurring time order, many important questions arise about the data’s “pedigree” (a term coined by my respected colleagues Roger Hoerl and Ron…
What Are Good Measurements?
Donald J. Wheeler
Who could ever be against having good measurements? Good measurements are like apple pie and motherhood. Since we all want good measurements, it sounds reasonable when people are told to check out the quality of their measurement system before doing an experiment or putting their data on a process…
Yet Another Predictable Question
Davis Balestracci
In my last column, I considered two of the most common questions faced by a statistical educator and the deeper questions that need to be addressed. I encouraged people to consider their everyday reality for the necessary context. Predictably, some become frustrated by my lack of concise answers…
Selecting the Right Quality Improvement Project
Carly Barry
A few years ago I wrote about the difficulties that can ensue when you’re trying to get started on a lean Six Sigma or quality improvement initiative. What can be especially difficult is having many potential projects and you aren’t sure which one will give the most bang for your buck. When it…
Bus Schedules and the Lean Management System
Mark R. Hamel
What do bus schedules have to do with a lean management system? Quite a bit, even though, obviously, the notion of a bus schedule is more metaphor (or is that analogy?) than reality. Effective lean management systems are largely constituted by “mechanics” and lean leadership behaviors. The…
Coaching by the Numbers
Taran March @ Quality Digest
Football is one of life’s mysteries for me. Despite a lifetime of passing television screens where blockish humanoids coalesce and separate against a green background, I can’t get past my shallow impression of huddle and muddle. However, this has given me at least a rudimentary understanding of…
Permutations
Bruce Hamilton
For many years I worked for a manufacturer of pressure and temperature switches, a small company with a very big product selection. In our product catalog there were roughly three dozen distinct product families with hundreds of standard products, each available with thousands of optional…
What I Learned From Treating Childbirth As Failure, Part Two
Joel Smith
A couple of years ago, I wrote a blog post titled "What I Learned From Treating Childbirth as Failure" that conveniently ended up getting published the day before my daughter was born. You should read it first, but to summarize, it demonstrates how we can predict the odds of an event happening…
What Galileo Gave Shewhart
Dan Nelson
When we think of plan-do-check-act (PDCA), W. Edwards Deming might spring to mind… and Walter Shewhart, maybe Kaoru Ishikawa as well. But the thinking that results from PDCA today can most always be traced to Shewhart’s 1939 book, Statistical Method From the Viewpoint of Quality Control; these…
The Dangerous Lite Side of Mindfulness and Lean
Kevin Meyer
I’ll preface this article by saying that yes, I’m from crazy California. I eat granola with fruits and nuts in the morning, am vegetarian (well, pescatarian), dislike wearing shoes, and practice yoga. At least I don’t have dreadlocks—yet. So there—now you’re warned. I’m currently winging my way…
Leggo My Ego
Mike Micklewright
Years ago, there was a memorable TV commercial of a toaster waffle that had this very memorable tag line: “Leggo my Eggo.” Today, this product still exists, as does the tag line, but the tag line is much more obscure than it once was. Today, CEOs and top executives everywhere are quaking in their…
The Road to Lean
Bruce Hamilton
An old TV series I watched recently reminded me of an experience I’ve had many times in my work. In this I Love Lucy episode, Lucy is ordered by Ricky to create a schedule to make her “more efficient.” A schedule board, posted in their home, is a “best practice,” but without the best intent. The…
When Is Waste Neither Pure Nor Necessary?
Alan Nicol
When we learn the ways of lean methodology, we’re taught that there are two types of waste: pure waste, which needs to be eliminated; and necessary waste, which does nothing to improve our performance or profits but must be produced anyway. I’ve decided that there’s a third type of waste, called…
Equivalence Testing for Quality Analysis, Part Two
Patrick Runkel
My previous article examined how an equivalence test can shift the burden of proof when you perform a hypothesis test of the means. This allows you to more rigorously test whether the process mean is equivalent to a target or to another mean. Here’s another key difference: To perform the analysis…
Lean, the Theory of Constraints, and Flappy Bird
Ryan E. Day
And so the debate rages on about whether the wildly popular Flappy Bird app is actually a tool for teaching lean or teaching theory of constraints. Really? No, not really. But at least I’m not the only one thinking about it. Actually, it was Jens Woinowski’s article “What You Can Learn about Lean…
Equivalence Testing for Quality Analysis, Part One
Patrick Runkel
With more options come more decisions. With equivalence testing added to Minitab 17, you now have more statistical tools to test a sample mean against target value or another sample mean. Equivalence testing is extensively used in the biomedical field. Pharmaceutical manufacturers often need to…
The Value of Internal Quality Audits
Dan Nelson
Why is internal auditing important to your quality management system (QMS)? To ensure that processes conform to ISO 9001 requirements, or to ensure that the company conforms to management’s own defined plans? Although audits can be done for both reasons, the second choice is more important.…
The Universal Process Flowchart × 4
Davis Balestracci
To summarize my last three articles, most improvement approaches come out of the same theory and are based on the assumption that everything is a process. The universal process flowchart in Figure 1 sums it up beautifully. The boxes at the top are how executives think the process works. The…
Available Time for Changeovers
Lean Math With Mark Hamel
Available time for changeovers per period (Ta∆), also called available time for (internal) setups, represents the time per a given period (e.g., day, shift, week) during which a machine, equipment, or resource can be changed over (i.e., from one product to another, prepared for a different medical…
Using Statistics to Show Your Boss Process Improvements
Carly Barry
Ugh, your process is producing some parts that don’t meet your customer’s specifications. Fortunately, after a little hard work, you find a way to improve the process. However, you want to perform the appropriate statistical analysis to back up your findings and make it easier to explain the…
The Process Approach to ISO 9001
David Muil
Management systems are sometimes misunderstood as nothing more than a heavy administrative burden providing limited business benefit. In fact, many organizations with management systems in place haven’t effectively defined the processes they actually employ at all. Perhaps it’s because they think…
The Data-Free Graph
Donald J. Wheeler
Why bother to plot your data? A simple shortcut is available that will allow you to do your analysis without the data getting in the way. How do you accomplish this breakthrough? Read on. This marvelous advance in analysis is known as the “data-free graph.” As usual we begin with a collection of…
Build Lean Into Your QMS When Converting to ISO 9001:2015
Mike Micklewright
Editor’s note: This article discusses topics covered at greater length in episodes 19–23 of a new streaming video training series, Creating and Sustaining Lean Improvements—Integrating Principles, Culture, and Tools by the author and 360 Performance Circle, a sister company to Quality Digest.…
The Capability Index Dilemma: Cpk, Ppk, or Cpm?
Matthew J. Savage
Lori, a software customer, phoned to ask if Cpk is the best statistic to use in a process that slits metal to exacting widths. As a PQ Systems technical support analyst, I too wondered what index would be best suited for her application, a highly specialized one. Perhaps Cpk, Ppk, Cpm, or some…

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