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Big Heaping Piles of... Work
Bruce Hamilton
When I was in production, we used the term “waves” to describe the ebb and flow of work to the factory. Some days there would be very little, and others a big heaping pile. When the waves came, we worked overtime, bumped queues, and sometimes used less experienced workers to fill in gaps. So-called…
Quality Engineering… a Statistically Significant Happiness Advantage
Dawn Keller
I love product development and quality engineering. There are days when I can’t believe that I actually get paid to do this. Between you and me, I’d do this work for a lot less money. In fact, even on the days that I hate the particular circumstances of my job, I still love my job. If that makes…
The Sobering Reality of ‘Beginner’s Mind’
Davis Balestracci
I am in the midst of teaching an online MBA course in statistical thinking. This is actually my second go-round, and I've heavily revised my inherited materials, which were well-meaning but had some obvious gaps. ADVERTISEMENT I insisted on using Brian Joiner’s Fourth Generation Management…
What Are the Odds of Throwing a Perfect Game?
Kevin Rudy
If you like baseball pitching statistics, then you’ve loved the month of June. On the first of the month, Johan Santana pitched the first no-hitter in Mets history. Then a week later, the Seattle Mariners used six different pitchers to do the same thing, which tied the Major League Baseball record…
An Engineer’s View of Career Development and Training
Dawn Keller
I remember a time in my career when I mistakenly thought I knew statistics—really knew statistics. It was before I met Yanling Zuo, Michelle Paret, Eduardo Santiago, and a whole host of other statistical experts. I was a quality engineer, and I’d been applying statistics for years. I assumed that…
Control Charts for Services
Jay Arthur—The KnowWare Man
Although Quality Digest often has in-depth articles about the nuances of control charts, I’ve found that many beginners are at a loss to figure out how to organize their data, especially in service industries such as health care, hotels, and food. They complain that the examples are all…
Control Charts: Which One Should I Use?
Steve Wise
Selecting the right control chart starts by knowing something about what you want the chart to say about the process—what questions do you want the chart to answer? Another way to look at this is to ask yourself, “Why am I collecting data on this part?” The answers to these questions will provide…
Airplane
Bruce Hamilton
I think there are no new airplane stories left for those of us who take to the not-always-friendly skies, but having been on one of those super delay specials recently and coincidentally not caring especially about being hours late (I had booked a full day of buffer as a hedge against possible…
ROWE vs. Lean: My Two Cents
Mark R. Hamel
Recently, fellow-blogger David Kasprzak, introduced me to the Results-Only Work Environment (ROWE) strategy. ROWE, created at Best Buy’s Minneapolis headquarters, espouses a philosophy under which employees can work where they want, when they want, and how they want—as long as the work gets done.…
Reassessing GDP Growth with Data and Statistics, Part One
Jim Frost
If you combine tough economic times with a presidential election year, you get a heightened interest in how the economy is changing. Is it growing faster or slowing down? Unsurprisingly, there are many contradictory predictions about what will happen over the longer term. You’ll find countless TV…
Reassessing GDP Growth with Data and Statistics, Part 2
Jim Frost
This is part two in a three-part series where we assess what information we can obtain from the various estimates of quarterly GDP growth using statistical analysis and a control chart. Read part one here, and part three here. An I-MR chart comprises two plots, the individuals (I) chart on the top…
The Economics of Lean Production
Stewart Anderson
What is the economic rationale for pursuing lean production? Much of the lean literature is concerned with the nuts and bolts of lean, and the economics of lean are somewhat less publicized. This article attempts to redress that imbalance, albeit in a very condensed way. Firms employ capital and…
The Bickerson’s Battle Over Alpha
Patrick Runkel
Meet Betty and Bart Bickerson, husband-and-wife quality analysts who work at different companies. Betty and Bart argue about everything. They argue whether grey is a color. They argue whether tomato is a fruit. They argue whether the chicken came before the egg, and whether the egg tastes better…
Gaming the Metrics
Tom Pyzdek
One of the cornerstones of quality and lean Six Sigma is data: “We insist on it.” “Don’t tell us what you think the situation is; let the data do the talking.” “In God we trust—all others bring data.” You get the idea. An unfortunate side effect of this emphasis is the proliferation of useless…
Comparing Marathon Training and Quality Improvement
Carly Barry
I found that training to run a marathon is a lot like completing a quality improvement project. I ran my first full marathon in November 2011, and as I was completing my training, I came across this quote about quality improvement from V. Daniel Hunt, quality management improvement author and CEO…
Lies, Damned Lies, and Teens Who Smoke While Driving
Donald J. Wheeler
I n my February 1996 Quality Digest column I discussed an article out of USA Today. Since that article provides a great example of how we need to filter out the noise whenever we attempt to interpret data, I have updated it for my column today. “Teen Use Turns Upward” read the headline for a graph…
Data Mining Without Prejudice
MIT News
The information age is also the age of information overload. Companies, governments, researchers, and private citizens are accumulating digital data at an unprecedented rate, and amid all those quintillions of bytes could be the answers to questions of vital human interest: What environmental…
Incorporating ‘People Improvement’ in Lean Six Sigma Initiatives
James Brewton
Lean Six Sigma has proven itself as an effective strategy for business success in both private and public sectors. The methodology has helped enterprise leaders recognize business processes as engines that drive performance excellence and help to deliver value. Lean Six Sigma offers a…
Three Dangerous Statistical Mistakes
Eston Martz
It’s all too easy to make mistakes involving statistics. Statistical software can remove a lot of the difficulty surrounding statistical calculation, reducing the risk of mathematical errors, but correctly interpreting the results of an analysis can be even more challenging. A few years ago,…
Is It Time (Again) for Office Work Measurement?
Armed with a degree in organizational psychology, I started my career in operational improvement during the early 1970s with a nationally recognized Hartford, Connecticut-based insurance company. As part of the company's productivity services team, my job was to conduct stopwatch time studies…
Quality Pro Salaries Keep Pace with Inflation
ASQ
(ASQ: Milwaukee, WI) -- The results of ASQ’s 25th annual Salary Survey show strong average salaries for quality professionals in 2011 and fewer lay-offs as companies continue to see the value of quality and its positive impact on an organization. The survey results also show that experience…
What Is Chunky Data?
Donald J. Wheeler
Many times measurements are made using measurement increments which are too large for the job. Fortunately this problem is easily detected by ordinary, production-line process behavior charts. No special studies are necessary; no standard parts or batches are needed. You simply need to…
An Introduction to Lean Manufacturing
FARO
In production plants across the globe, lean manufacturing techniques are being used to meet increasing demands placed on manufacturers. Originally developed as a methodology to make production processes highly efficient, lean techniques have been adopted by more than 72 percent of machine shops…
Using Lead Time Data from Discontinuous Processes
The teaching of lean concepts is typically tuned to continuous processes: Day in, day out, value flows continuously from suppliers until the final product reaches the customer. The concepts of lead time (the time it takes individual “flow-units” to travel through a process), Takt time (the…
Unexpected Snow and Two Lean Lessons
Mark R. Hamel
During the first winter storm this year in the Northeast, I found myself, along with hundreds of thousands of folks in the area, without power for the better part of a week. It was a long wait before the lights came on… and the heat. Heck, they had to send the National Guard to my town, and…

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