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December 22, 2009

Soren Bisgaard

photo of Soren Bisgaard

Soren Bisgaard died earlier this month of cancer. Soren was a student of my father’s who shared the commitment to making a difference in people’s lives by using applied statistics properly. I know this seem odd to many (I tried to describe this idea previously, also read his acceptance of the 2002 William G. Hunter award). Soren served as the director of the director of the Center for Quality and Productivity Improvement at the University of Wisconsin-Madison (founded by William Hunter and George Box) for several years.

Most recently Soren Bisgaard, Ph.D. was Professor of technology management at Eugene M. Isenberg School of Management at the University of Massachusetts – Amherst. He was an ASQ Fellow; recipient of Shewart Medal, Hunter Award, George Box Medal, among many others awards.

I will remember the passion he brought to his work. He reminded me of my father in his desire to improve how things are done and allow people to have better lives. Those that bring passion to their work in management improvement are unsung heroes. It seems odd, to many, to see that you can bring improvement to people’s lives through work. But we spend huge amounts of our time at work. And by improving the systems we work in we can improve people’s lives. Soren will be missed, by those who knew him and those who didn’t (even if they never realize it).

Contributions in honor of Søren may be made to The International Mesothelioma Program or to the European Network for Business and Industrial Statistics. Read more articles by Søren Bisgaard.

The Future of Quality Technology: From a Manufacturing to a Knowledge Economy and From Defects to Innovations (pdf) by Soren Bisgaard

Related: The Work of Peter ScholtesManagement Improvement LeadersThe Scientific Context of Quality Improvement by George Box and Soren Bisgaard, 1987 – Obituary Søren Bisgaard at ENBISObituary: Soren Bisgaard, Isenberg Professor in Integrative Studies

November 16, 2009

Highlights from Recent George Box Speech

The JMP blog has posted some highlights from George Box’s presentation at Discovery 2009

Infusing his entire presentation with humor and fascinating tales of his memories, Box focused on sequential design of experiments. He attributed much of what he knows about DOE [design of experiments] to Ronald A. Fisher. Box explained that Fisher couldn’t find the things he was looking for in his data, “and he was right. Even if he had had the fastest available computer, he’d still be right,” said Box. Therefore, Fisher figured out how to study a number of factors at one time. And so, the beginnings of DOE.

Having worked and studied with many other famous statisticians and analytic thinkers, Box did not hesitate to share his characterizations of them. He told a story about Dr. Bill Hunter and how he required his students to run an experiment. Apparently a variety of subjects was studied [see 101 Ways to Design an Experiment, or Some Ideas About Teaching Design of Experiments]

According to Box, the difficulty of getting DOE to take root lies in the fact that these mathematicians “can’t really get the fact that it’s not about proving a theorem, it’s about being curious about things. There aren’t enough people who will apply [DOE] as a way of finding things out. But maybe with JMP, things will change that way.”

George Box is a great mind and great person who I have had the privilege of knowing my whole life. My father took his class at Princeton, then followed George to the University of Wisconsin-Madison (where Dr. Box founded the statistics department and Dad received the first PhD). They worked together building the UW statistics department, writing Statistics for Experimenters and founding the Center for Quality and Productivity Improvement among many other things.

Statistics for Experimenters: Design, Innovation, and Discovery shows that the goal of design of experiments is to learn and refine your experiment based on the knowledge you gain and experiment again. It is a process of discovery. If done properly it is very similar to the PDSA cycle with the application of statistical tools to aid in determining the impact of various factors under study.

Related: Box on QualityGeorge Box Quotationsposts on design of experimentsUsing Design of Experiments

September 19, 2009

Finding Savings with Six Sigma

I don’t see any evidence six sigma is making a comeback but magazines like to talk about new ideas rather than just explore what continues. They like to discuss common cause variation as though it were special cause. Six Sigma Makes a Comeback

Unlike in the 1990s, when such executives as General Electric’s Jack Welch embraced Six Sigma with missionary zeal, consultants say today’s converts generally are looking for a fast way to save money.

How sad. Six sigma has always been hampered by a lack of core values (like respect for people, constancy of purpose) and a focus on cost cutting but the direct desire to pursue a deadly disease (short term focus) is sad indication of where some have taken what can be very useful tools.

Still, Six Sigma is finding new life, especially in retail. Target (TGT) claims more than $100 million in savings over the past six years from the program. Mike Fisher, Best Buy’s (BBY) senior director of Lean Six Sigma, says projects like streamlining appliance installation have helped the company save up to $20 million in some cases. “Without a doubt, it put us in a better position to muscle through the recession by getting all of those inefficiencies out,” says Fisher.

Six sigma and quality management other efforts can be very useful. But many of the efforts (as many of any management efforts) are executed poorly and do little good and much that is rightly ridiculed.

Related: Quality and InnovationSix Sigma Much More than Common SenseProcess Improvement and Innovation

November 3, 2008

Best Places to Work for Six Sigma Professionals

iSixSigma has created a list of the Best Places to Work for Six Sigma Professionals. To be eligible to participate, companies must have been actively engaged in using Six Sigma for at least two years and must employ a minimum of 30 full-time Six Sigma practitioners in either Black Belt, Master Black Belt or Deployment Leader roles.

Sixteen companies met all the entry requirements and completed a two-part online survey. The senior Six Sigma leader submitted answers to an employer survey, and the full-time Six Sigma personnel at each company submitted answers to an employee survey.

Companies were ranked 1 through 10 by totaling the scores from the two surveys. The greatest weight was given to the employee survey, which asked questions in five main categories: job satisfaction, culture, compensation/rewards and recognition, training and career development, and net promoter score (NPS). Of these categories, the most weight was given to job satisfaction, as that is what employees said was the most important factor to them when it comes to a working environment. The companies, in alphabetical order:

  • Chevron
  • EMC
  • Masco Builder Cabinet Group
  • McKesson
  • NewPage
  • Rio Tinto Alcan
  • Textron
  • Volt Information Sciences
  • Vought Aircraft Industries
  • Xerox

The rankings will be revealed later. The details are from from convincing to me that these are indeed the top 10 organization for six sigma professionals. However, it does seem a good list for someone looking for a new job working with six sigma to consult.

Related: Deming and Six SigmaSix Sigma SuccessAgility vs. Six Sigmaposts on management careersSeduce Them With Six Sigma Success

October 20, 2008

Six Sigma v. Common Sense

Response to LinkedIn question: “Whether Six Sigma as a quality tool really delivers the benefits ? How does it makes difference from a common sense approach ? (Where the process wastes and the required solution is known / can be easily identified just by applying common sense)”

Six sigma (or another management improvement method) can help in several ways. First, lots of things that are sensible are not done. A method to assure that more sensible things are done is useful.

Second, many things are sensible, but are not sensible when looked at in isolation (sub-optimization). Six sigma can (not does, can – sometime this won’t happen) assist those in the organization to evaluate from a larger context than they normally do. So instead of say the IT department forcing everyone to use some poorly designed software because it is the cheapest thing for the IT department to support the added costs to the rest of the organization are more fully considered.

Third, many things that are sensible are not evaluated based on their sense but instead based on internal politics… A standard methodology can help focus people on the merits of a proposal instead of who said it (again six sigma can do this, often it fails as the organization continues to cling to old patterns of power over sense).

Fourth, many of the tools, go beyond what sensible people alone see (design of experiments, understanding variation, PDSA, systems thinking, root cause analysis). Using the tools can often lead to valuable discoveries that were not obvious without using the tools.

If the solutions were obvious why were they not done last year? It is true that there are often plenty of simple improvements waiting to be adopted because management has done such a poor job that obvious improvement are left undone. But once sensible management is in place, eventually those obvious improvement will be done and a more structured approach to finding improvement is valuable. Even simple concepts like letting those that work on the process improve the process are often ignored by organizations (even those saying they are doing six sigma, unfortunately). So I see a strong value in adopting management improvement principles and tools.

Related: Management Advice FailuresImprovement Tools and Improving ManagementSix Sigma PitfallsWhy Isn’t Work Standard?European Blackout: Not “Human Error”

June 5, 2008

Department of Defense Lean Six Sigma

Gordon England, the Deputy Secretary of Defense, signed a directive establishing policy and assigning responsibilities to institutionalize the effort throughout DoD. See a webcast of his speech on lean six sigma to a DoD conference on continuous process improvement.

Leading Business Transformation the “Lean” Way

Since it began employing LSS, the Department of the Navy (DON) has completed 1,700 Black Belt/Green Belt projects and over 2,000 Kaizen events (i.e., action-oriented events designed to improve existing processes). Initial projects were designed to build confidence and gain momentum for success in high-impact core business value streams. The DON’s total of 3,399 trained LSS Green Belts exceeds the Secretary’s goal of 2,000 by the end of 2006, and of the 935 trained LSS Black Belts in the DON, 93 have attained American Society for Quality (ASQ) Black Belt certification.

Naval Air Systems Command (NAVAIR) joined with Raytheon to complete an LSS project, which ultimately saved $133.5M across the 2006 FYDP and $421M over the life of the Joint Standoff Weapon (JSOW) Block II program. The integrated product team developed a three-tier approach to reducing weapon unit cost over a two-year period. Success of the JSOW program has led to development of a follow-on Block III weapon system.

The Marine Corps is applying LSS concepts, analytic techniques, and tools to improve the process for identifying, evaluating and acquiring critically needed warfighting equipment. Initial analysis focused on the evaluation stage, where improvements reduced the time required for this step by 35% – from 131 days to 85 days – and identified savings valued at $135K per year.

The first LSS initiative for Army aviation scheduled maintenance was deemed a success and signals a more efficient future for maintaining the Fort Rucker helicopter fleet. More than 32 days of scheduled maintenance were saved during the first LSS effort for Aviation Unit Maintenance involving UH-60 Black Hawk helicopter scheduled maintenance. The first helicopter inducted into the newly developed process was returned to flying status in just 18 days, which included a four-day break for the Fourth of July weekend. That is a 67% improvement in phase flow efficiency from the previous average time of more than 50 days of phase cycle maintenance for the UH-60.

See: online six sigma resources and lean manufacturing resources from the Curious Cat management improvement web site.

Related: Government Lean Six SigmaPublic Sector Continuous Improvement SiteTransformation Through Lean Six SigmaArmy Business TransformationHistory Of Quality Management OnlineMore Lean GovernmentArmy Lean Six Sigma
Doing More With Less in the Public Sector: A Progress Report from Madison, Wisconsin by William G. Hunter, Jan O’Neill, and Carol Wallen, June 1986.

January 3, 2008

Six Sigma In New York Local Government

New Erie County Government Executive, Chris Collins, discusses the director of six sigma position that will drive their new six sigma efforts.

Related: Six Sigma for Erie County GovernmentPublic Sector Management Improvement SitePosts on improving management in the Public Sectormanagement webcasts

November 14, 2007

3M Cuts Back on Six Sigma for Research and Development

3M Shelves Six Sigma in R&D

For the past two years, 3M Corp. has been giving back freedom and decision-making to its researchers following four years of Six Sigma mania under former CEO and Chairman W. James McNerney Jr. Six Sigma is a data-driven methodology and associated toolset for eliminating process defects.

Under McNerney’s successor, 3M CEO George Buckley has de-emphasized Six Sigma in R&D. At the same time, R&D spending in 2007 has been increased by 11 percent over 2006. “3M is a technology company so it’s essential that we keep investing in and creating new technology and product platforms

“George is throttling back in the laboratory and in R&D. At the same time, he’s a very strong proponent of lean Six Sigma in manufacturing and our supply chain,” according to Wendling. “Six Sigma has a place, but more in what I’d call transactional activities as opposed to basic research and product development. The key is to selectively use what makes sense in R&D, but not let Six Sigma become the end. For instance, we use (Six Sigma) design of experiments routinely in basic research

My previous posts on the proper use of six sigma: Process Improvement and InnovationSix Sigma Outdated? No.3M CEO on Six SigmaWill Six Sigma Fix Bad Management?New Rules for Management?Quality and Innovation

November 12, 2007

Six Sigma for Erie County Government

Chris Collins proposed bringing six sigma to Erie County government in his campaign for county executive. He won the election. From his web site:

In business, you satisfy your customers or you fail. But in Erie County government, if you fail taxpayers who are your customer, nothing happens. Under Chris Collins, that will change.

As County Executive, Chris Collins will reform county government to make sure it serves its customers: the taxpayers. He will implement new management techniques – Total Quality Management, Continuous Improvement, ISO, Six Sigma and more – to focus on making every government agency and worker more efficient and accountable. These are the same techniques he’s used to turn around failing companies.
Chris Collins will also choose a business management expert as Deputy County Executive – and then make their only duty to fight everyday to make sure taxpayers get the value we deserve for our tax dollar

Where did he pick up this interest in six sigma? He is the founder, owner, Chairman and CEO of Audubon Machinery:

Audubon is a Six Sigma quality company focused on Total Quality Management, Continuous Improvement, and Lean Manufacturing. The operations manager at Audubon is a Six Sigma Black Belt driving continuous improvement with a focus on customer service.

Audubon Machinery is one of the fastest growing companies in the United States and will be recognized on the INC 500 list this year as well as the new Business First list of the fastest growing companies in Western New York.

I wish him luck in bringing management improvement practices to Erie County.

Related: Bringing Deming to the Public SectorPublic Sector Continuous Improvement SiteSix Sigma City Government

September 1, 2007
August 13, 2007

Six Sigma in Software Development

Six Sigma makes inroads in software development organizations

“A lot of big companies are developing their own software engineering variance of Six Sigma training,” said Siviy, “putting software-specific examples into the normal Six Sigma curriculum.” However, she said, it’s early in the adoption curve. “In the software world there is a real lack of case studies that show applications of Six Sigma in software engineering,” she said. And those that use Six Sigma in software are often reluctant to share examples because they consider it a competitive advantage.

Still, Siviy said, “At a lot of software conferences now you see a sprinkling of presentations that somehow touch on Six Sigma or Lean, and the quality and depth of questions have evolved tremendously. In general, and not just in Six Sigma, as the [software] industry matures you see a wave of interest in measurement and analytical techniques.”

McKesson is a prime example. “Measurement is key,” Childers said. “What you can’t or don’t measure, you don’t know.”

A couple points. First, you can know what you don’t measure. Do you know your parents? Do you measure them? Manage what you can’t measure.

The Software Engineering Institute at Carnegie Mellon University has great materials. There is a danger in using those materials to become overly bureaucratic but the material was developed out of an excellent understanding of quality management (way back when that was the way this stuff was referred to). David Anderson provides some good insights, see: Stretching Agile to fit CMMI Level 3

Design of experiments is very suited to testing software: Planning Efficient Software TestsDesign Of Experiment For Software Testing.

six sigma does seem to foster a lack of sharing; which is a shame.

Related: six sigma articles and linkssix sigma postssoftware development postsdesign of experiments articles

June 1, 2007

Six Sigma Outdated? No.

Here is another of those articles that promotes the idea that oversimplifies six sigma and then declares that mindset is outdated because innovation is needed nowadays – Six Sigma: So Yesterday?.

The discipline was developed as a systematic way to improve quality, but the reason it caught fire was its effectiveness in cutting costs and improving profitability. That makes it a powerful tool—if those are a company’s goals. But as innovation becomes the cause du jour, companies are increasingly confronting the side effects of a Six Sigma culture.

Previously I have addressed this mindset in New Rules for Management? No!, Has Six Sigma been a failure?, Managing Innovation and Fast Company Interview: Jeff Immelt:

I don’t see any reason why managers in the past shouldn’t have had the qualities he seems to be saying are needed now. And I don’t see any reason why the qualities needed now were not needed in the past. This sure seems like a bunch of words saying nothing to me: perhaps I just don’t see the wonderful cloths the emperor has on.

My guess would be that what leads to this quote is not a lack of understanding that managers need the same qualities today they needed 10 years ago but the compulsion to feed the media frenzy for some incredible new insight. It just isn’t sexy to say “we need the same leadership qualities we needed in the past.” Deming stressed the importance of these “new” qualities he states more than 50 years ago

Yes execution of six sigma often focused too much on cost reduction, optimizing short term projects (which resulted in sub-optimizing the entire system), ranking and rating employees… But innovation is not harmed by a good six sigma program – in fact a good six sigma effort a decade ago understood the importance of innovation perfectly well.

May 11, 2007

Six Sigma at Cummins

Six Sigma winning supply-chain converts

“More and more of our decisions are made after data is collected and analysis done. It’s less of a gut feel and more data-based.”
On any given day, Cummins has 2,500 active Six Sigma projects involving 10,000 of its 34,000 employees, Strodtbeck said.

Next year, senior managers at Cummins will be required to have Six Sigma certification before they can switch jobs or be promoted. “Six Sigma is headed toward being a condition of employment,” Strodtbeck said.

“In 10 years, will we be calling it Six Sigma? I don’t think so,” said Roger Schmenner, associate dean for Indianapolis programs with the Kelley School of Business. “We’ll have something else with a new name. Will it use the same statistical techniques? Absolutely, because some of these things are immutable.”

Six sigma has persisted for well beyond a 10 years already. I must admit I think the name “six sigma” is not the best but it seems to be holding its own. Six sigma is obviously achieving results many companies find worthwhile as they continue to grow their efforts year after year. While I would agree I think it is likely six sigma efforts will transform and be renamed within the next ten years, in many organizations, the momentum seems to be strong still – which is very rare for a management approach. I agree that is due to the benefits of applying statistical tools, education and focus on specific project based success.

Related: six sigma portalSix Sigma ResultsCan six sigma fix bad management?Seduce Them With Six Sigma Success6 Sigma Conference 1999

May 3, 2007

Find Good Management Improvement Jobs

Peter Abilla (shmula blog) is hiring a Manager for Process Improvement to work with him at eBay. A great opportunity, in my opinion.

Here are some highlights of what he is looking for:

  • Experience implementing Lean and Six Sigma in transactional environments (non-manufacturing).
  • Experience with Value-stream Mapping (current- and future-state), Lean Consumption and Lean Provisioning
  • Experience with Lean beyond just book knowledge — I’m looking for hands-on implementation of Lean.
  • You can explain why variation sucks, with examples — both qualitative and quantitative. How does the DMAIC framework approach variation?
  • You can explain the difference between poke-yoke and mistake-proofing (trick question) and give examples from everyday life of poke-yoke.
  • You can explain and have an intelligent conversation about the above items with people who don’t have backgrounds in Engineering, Lean, or Six Sigma and have the ability to make the above-items relevant and in-context.
  • See the Curious Cat Management Improvement job board for more lean manufacturing, six sigma, quality engineering… jobs.

Toyota, Lean, Consultants…

Toyota’s success pleases proponents of ‘lean’

The publicity about Toyota becoming No. 1 will create another burst of energy to lean, even though a survey by management consulting firm Bain shows that just 19% of companies that have tried it are happy with the results, says Mark Gottfredson, Bain’s head of performance improvement.

More evidence that lean works will result in interest in lean – that seems true. And then those that have an interest will be disappointed in their efforts to do what Toyota does. Yes, half hearted attempts to institute some instant pudding management improvement will fail. And many companies will make those half hearted attempts. It is sad but true. Serious attempts will also be frustrating at times and can also fail but most organizations won’t even commit to attempting serious change. Most will just look for some items from current fads to dress up how they have always managed.

That management consultants will also jump from fad to fad, without conviction, is not news. Deming called them “hacks” in the 1980’s. Bob Sutton’s excellent article calls 90% of management advice crap. Care must be taken to manage effectively. It is very easy to implement management ideas poorly. So I am not surprised when good management concepts are implemented poorly.

Related: Management ImprovementManagement Improvement LeadersDeming and Six SigmaDeming and ToyotaCan Six Sigma Fix Bad Management
(more…)

February 28, 2007

Six Sigma City Government

A recent report from the Brookings Institution, Reconnecting Massachusetts Gateway Cities, has some good words on the efforts of Fort Wayne, Indiana:

In a short time, the city reduced water main replacement costs by 18 percent, cut pothole response time by 86 percent, and slashed the waiting time for building permits from 51 days to 12 days. And because the Six Sigma process permeates all functions of the city’s government, these productivity enhancements have piled up, generating more than $10 million in cost savings over the last five years.

In this time, Fort Wayne’s first-in-the nation municipal foray into Six Sigma practices has proven that statistical analyses and stringent quality control standards do not lose their power outside the boardroom. Such data-centric attention to detail, in fact, is making all the difference.

Related: Doing More With Less in the Public Sector: A Progress Report from Madison, Wisconsin (pdf)Public Sector ManagementLean GovernmentQuality Best Practices in Government (pdf)Six sigma management resources

February 10, 2007

Lean Six Sigma Efforts

Lean/Six Sigma: The quest for efficiency in manufacturing:

After years of working with lean and Six Sigma principles, many companies realize that, to continue improving, they need to get suppliers and even customers involved — such as happened with Toyota.

Good idea, but there is no good reason a six sigma effort didn’t do that from the start.

Rather than laying off factory staff as processes have become more efficient, the firm has expanded its product line to include doors. In fact, companies that have adopted the lean approach often find that their market share increases because quality and lead-time improvements give them powerful competitive advantages.

Successful lean efforts reduce waste, improve value creation, improve productivity, expand sales and expand jobs.
(more…)

February 8, 2007

3M CEO on Six Sigma

3M in building spree to end capacity constraints

3M should complete the first of an 18-factory build-out in the third quarter, said its chief executive late Tuesday, as it makes up for years of underinvestment on the factory floor – even in its well-known household products. “Our major challenge will be getting all these plants launched,” said 3M CEO George Buckley at a Lehman Brothers conference. Buckley, who joined the St. Paul, Minn. company just over a year ago, has embarked on a global physical expansion program… Buckley said he realized the company was facing manufacturing constraints in several of its product lines.

In the past, a 3M culture that viewed new investment with circumspection and an over-reliance on the Six Sigma management technique made it shy of building some needed capacity, Buckley said. “We got ourselves into a position in which we thought Six Sigma would come to our rescue. We all known that in reality it’s something that runs out of steam,” he said.

Well if you “know” that you are not properly executing a six sigma management system. Previous posts on this topic: Management Advice FailuresChange is not ImprovementLeaving Quality Behind?Going lean Brings Long-term Payoffs. Often six sigma programs amount to cost cutting programs (which can easily run out of steam),; but that is so far from effective six sigma management that it isn’t really fair to equate a programing calling itself “six sigma” with the actual practice of six sigma management.

Still the CEO still seems to believe in lean six sigma:

“We will continue to drive our growth agenda, which will be funded via aggressive productivity improvement efforts, such as global strategic sourcing and lean six sigma.”

(more…)

November 28, 2006

Why Use Designed Factorial Experiments?

One-Factor-at-a-Time Versus Designed Experiments by Veronica Czitrom:

The advantages of designed experiments over [One Factor at a Time] OFAT experiments are illustrated using three real engineering OFAT experiments, and showing how in each case a designed experiment would have been better. This topic is important because many scientists and engineers continue to perform OFAT experiments.

I still remember, as a child, asking what my father was going to be teaching the company he was going to consult with for a few days. He said he was going to teach them about using designed factorial experiments. I said, but you explained that to me and I am just a kid, how can you be teaching adults that? Didn’t they learn it in school? The article is a good introduction to the idea of why one factor at a time experiments are an ineffective way to learn.

Related: Design of Experiments articlesStatistics for Experimenters (2nd Edition)Design of Experiments blog posts

November 5, 2006

Investing in Six Sigma

Bank of America: Investing in Six Sigma by Thomas Hoffman:

To help the bank’s IT organization align more strategically with its businesses, Desoer has challenged her IT staff to learn more about the bank’s external customers and their needs. “The voice of the customer is what you start with when you embark on a Six Sigma piece of work,” she says.

I think in reality there are several things needed at the starting block but voice of the customer is one, and one that is given too little attention far to often.

Six Sigma … at a Bank? by Milton Jones Jr.:
(more…)

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