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Nov 7 2017

More Sophisticated Graphics In Today’s New York Times

Mass shootings versus number of guns by country
Mass shootings versus guns per capita by country

“When the world looks at the United States, it sees a land of exceptions […] But why, they ask, does it experience so many mass shootings?[…] Perhaps, some speculate, it is because American society is unusually violent. Or its racial divisions have frayed the bonds of society. Or its citizens lack proper mental care under a health care system that draws frequent derision abroad. These explanations share one thing in common: Though seemingly sensible, all have been debunked by research on shootings elsewhere in the world. Instead, an ever-growing body of research consistently reaches the same conclusion. The only variable that can explain the high rate of mass shootings in America is its astronomical number of guns.”

The source for both charts is Adam Lankford from the University of Alabama. The charts Include countries with more than 10 million people and at least one mass public shooting with four or more victims.

Sourced from The New York Times

Michel Baudin‘s comments: Six months ago, I was bemoaning the absence of scatterplots in business analytics and more recently complimenting the New York Times for the sophistication of its graphics. Manufacturing professionals should not be shy about using scatterplots, as they have learned to do in Middle School. Here, they are used to highlight outliers, which isn’t the most common application. What this article — and these charts — show is how the tool can be used not just to solve technical problems but to inform a political debate as well.-

#Scatterplot

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By Michel Baudin • Press clippings • 0 • Tags: scatterplot

Oct 28 2017

Objections To The History Of Quality As Told On The ASQ Website

5 years ago, I pointed out several omissions in the ASQ’s History of Quality pages, which have not been corrected. Specifically, I faulted them for ignoring the TPS/Lean approach to quality, the role of interchangeable parts technology, and the Roman philosopher Cicero, who coined the word “quality.” The first page, however, also contains what I think is an error of commission, where it credits the guilds of medieval Europe as precursors in the field, as follows:

“From the end of the 13th century to the early 19th century, craftsmen across medieval Europe were organized into unions called guilds. These guilds were responsible for developing strict rules for product and service quality. Inspection committees enforced the rules by marking flawless goods with a special mark or symbol.[…] Inspection marks and master-craftsmen marks served as proof of quality for customers throughout medieval Europe. This approach to manufacturing quality was dominant until the Industrial Revolution in the early 19th century.”

Continue reading…

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By Michel Baudin • History • 1 • Tags: ASQ, Guilds, InterchangeablePartsTechnology, Moustiers, Quality

Oct 27 2017

Jidoka At GE And Amazon | Marc Onetto | Planet Lean

“[…]The principle of Jidoka applies everywhere, especially if we come down to its fundamental intent: preventing bad quality from going down the line and impacting the customer, understanding the causes of a problem as it happens, and giving the employee the authority (and autonomy) to stop the line when an issue occurs.”

Sourced Planet Lean

Michel Baudin‘s comments: The experience of an executive like Marc Onetto is always a good read. What he recounts, however, has everything to do with the TPS approach to quality and nothing to do with Jidoka. Don’t get me wrong, I appreciate its value. I have seen plants where assembly work is continued on units known to be defective, with a repair area to fix them at the end. I have heard managers justify this practice with the mistaken assumption that it allowed them to ship faster and I have seen the improvements that result from stopping it, in line with what Onetto describes.

But we shouldn’t forget that Jidoka is not about employee empowerment but about automation. Regardless of whether it’s translated as “automation with a human touch” or “autonomation,” it’s still a form of automation. Onetto recounts being made to watch Sakichi Toyoda’s Type G loom stopping when threads broke but that’s not all it did. It also had automatic shuttle change, which solved the problem of what to do when shuttles run out of yarn that had bedeviled loom engineers for decades.

See Jidoka isn’t just about “stop and fix”, Jidoka versus automation, or check out Working with Machines

 #Jidoka, #Automation, #Autonomation, #Andon, #Toyota, #TPS

See on <Scoop it link>

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By Michel Baudin • Blog clippings • 3 • Tags: Andon, Automation, Autonomation, jidoka, Toyota, TPS

Oct 23 2017

There Is More To Data Than Just Numbers

Don Wheeler’s Understanding Variation starts with a chapter entitled “Data are random and miscellaneous” that contains no discussion of any part of its title. Implicit in Wheeler’s book, however, is the view that data consists of tables of numbers, representing either measured variables — lengths, weights, densities,… — or event occurrence counts — defective units, defects, machine failures,…

Many times, I have quoted computer scientist Don Knuth on this subject, saying that data is “the stuff that’s input or output,” meaning anything that can be read or written, and it includes much more than tables of numbers. The data we work with today includes, for example, the following:

  • Unstructured text, like 25,000 incident reports written by maintenance techs all over the world in their versions of English about problems with jet engines, or thousands of product reviews posted by consumers on e-commerce sites
  • Images, like photographs of visual defects on products, or electron-microscope images of integrated circuits.
  • Videos recordings of operations.
  • …

Analyzing data about a manufacturing process today means extracting information from all sources. The state of the art, based on automatic data acquisition and databases includes analytical techniques that were unthinkable in Shewhart’s day, known under the labels of data science, data mining or machine learning.

Continue reading…

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By Michel Baudin • Data science • 2 • Tags: data science, Six Sigma, SPC, Text mining

Oct 14 2017

Why Many Japanese Organizations Think Six Sigma Is A Joke | Ian Moore | Nipponica

“Six Sigma as a problem-solving methodology causes many hang-ups for Japanese managers. Many Americans seeking training in Six Sigma in Japanese organizations face resistance with little explanation as to why. This often leads to frustration and contempt towards management.  They write off the Japanese resistance to the training as resistance to change, preventing growth and feeling unrepresented.“

Sourced through Nipponica

Michel Baudin‘s comments: In this post, Ian Moore makes the case that rejection of Six Sigma by Japanese organizations is rooted in the national culture,  which is ironic, given that Six Sigma’s Black Belt concept was borrowed from Japanese martial arts with the obvious intent of creating the perception of a connection to Japanese culture.

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By Michel Baudin • Blog clippings • 4 • Tags: Japan, Quality, Six Sigma, SPC

evento-0218-min-300x200

Oct 13 2017

Our Spanish Partner Asenta’s 25th Anniversary

Our Spanish partner Asenta just celebrated its 25th anniversary in Bilbao with a conference and a party. Brad Schmidt, Jeffrey Liker,  and I were asked to contribute short videos for the occasion. Mine, I admit, is the least professionally produced but the only one entirely in Spanish. Jeffrey, in particular, has mastered the art of lighting the scene without having the reflection from the lamps in his glasses hiding his eyes, which I am struggling with.

Continue reading…

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By Michel Baudin • News • 0 • Tags: Asenta

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