Data Mining – Lean Six Sigma Moneybelt

Improvement Insights Blog

Latest "Data Mining" Posts

Drill Down to the 4-50 Rule to Get Results

You don’t have to fix everything, just the one thing out of 25 that causes over half the waste, rework and lost profit.



“Hi, I’m Jay Arthur, author of “Lean Six Sigma Demystified” and QI Macros [software].

“I’ve talked to you about Pareto’s rule before, but I continue to come back to this time and time again: 20% of what you’re doing is producing 80% of the waste, rework, lost profit, [lost] productivity, patient harm… whatever it is. But within that 20% that Pareto rule still applies, which means that only 4% of what you’re doing is producing over half the mistakes and errors.

Posted by Jay Arthur in Agile Lean Six Sigma, Data Mining, Improvement Insights, QI Macros.

*Latest webinar: 9/14/21 QI Macros webinar

Over 40 people signed up for this webinar, with Jay Arthur demonstrating some of the software’s most frequently used tools and answering questions asked by attendees.

Some attendees were familiar with the software and already use it, some had only begun to use it; all were interested in learning new ways that QI Macros can help them with their Agile Lean Six Sigma and Quality Improvement efforts. (You can hear him answering questions and comments typed in by webinar attendees.)



If you saw a feature demonstrated in the webinar that might have been added to QI Macros after the version you’re using (for instance, the Improvement Project Wizard, the Fixed Limit indicator or the automated Process Change Wizard), you may need to purchase an upgrade to bring your QI Macros to the current version.

Posted by Jay Arthur in Data Mining, Excel, QI Macros, Webinar.

Do You Use Data Selectively?

Do you use data to discover problems and innovative solutions? Or do you use data to confirm what you already believe and think you know? This is called confirmation bias.



“Hi, I’m Jay Arthur, author of “Lean Six Sigma Demystified” and QI Macros [software].

“So in Quality Improvement we’re asked to pledge allegiance to science and evidence. A lot of people do that, but very often they get trapped because they like data that supports what they believe about how things work, and they don’t like data that contradicts what they believe. Does this make sense?

“So are you one of those people who selectively goes out and says, “Hey, this data supports me.

Posted by Jay Arthur in Data Mining, Improvement Insights.

Spaghetti Dinner Team Building

Getting quality improvement teams to come together and be productive is key to success. Here’s a story and insight into get results quickly.



 

“Hi I’m Jay Arthur, author of “Lean Six Sigma Demystified” and QI Macros [software].

“When I was a young’un, I was in programming and there was a guy named Tom DeMarco who’s very famous, actually, in… the whole software development environment. And so, one of the things that he told us was a story about how he was bringing a new software team [together] and getting them started.

“So what he did was he invited them all over to his house to make a spaghetti dinner but when they got there he admitted that he didn’t have anything to make a spaghetti dinner.

Posted by Jay Arthur in Agile Lean Six Sigma, Data Mining, Improvement Insights, Lean, Six Sigma.

Brainstorming is a Terrible Way to Start a Team

Did your quality instructors teach you to gather a team and brainstorm a problem to solve? That’s terribly bad advice. Use data to pinpoint the problem. Then, and only then do you know who should be on the root cause analysis.



I don’t know about you, but when I first got my quality training they said, “Get a team together and brainstorm a problem to solve and then go start trying to find the data, define the data, measure the data,” or something else. Now that’s the dumbest damn advice I ever got in quality training. I’ve looked at a lot of different training packages over the years and they still have all that same stupid stuff in there.

Posted by Jay Arthur in Data Mining, Improvement Insights, QI Macros.

4/13/21 QI Macros webinar

Over 65 people signed up for this webinar, with Jay Arthur demonstrating some of the software’s most frequently used tools and answering questions asked by attendees.

Some attendees were familiar with the software and already use it, some had only begun to use it; all were interested in learning new ways that QI Macros can help them with their Agile Lean Six Sigma and Quality Improvement efforts. (You can hear him answering questions and comments typed in by webinar attendees.)



If you saw a feature demonstrated in the webinar that might have been added to QI Macros after the version you’re using (for instance, the Improvement Project Wizard, the Fixed Limit indicator or the automated Process Change Wizard), you may need to purchase an upgrade to bring your QI Macros to the current version.

Posted by Jay Arthur in Data Mining, Excel, QI Macros, Webinar.

3/9/21 QI Macros webinar

Over 125 people signed up for this webinar, with Jay Arthur demonstrating some of the software’s most frequently used tools and answering questions asked by attendees.

Some attendees were familiar with the software and already use it, some had only begun to use it; all were interested in learning new ways that QI Macros can help them with their Agile Lean Six Sigma and Quality Improvement efforts. (You can hear him answering questions and comments typed in by webinar attendees.)



If you saw a feature demonstrated in the webinar that might have been added to QI Macros after the version you’re using (for instance, the Improvement Project Wizard, the Fixed Limit indicator or the automated Process Change Wizard), you may need to purchase an upgrade to bring your QI Macros to the current version.

Posted by Jay Arthur in Data Mining, Excel, QI Macros, Webinar.

1/15/21 QI Macros webinar

Over 100 people signed up for this webinar, with Jay Arthur demonstrating some of the software’s most frequently used tools and answering questions asked by attendees.

Some attendees were familiar with the software and already use it, some had only begun to use it; all were interested in learning new ways that QI Macros can help them with their Agile Lean Six Sigma and Quality Improvement efforts. (You can hear him answering questions and comments typed in by webinar attendees.)



If you saw a feature demonstrated in the webinar that might have been added to QI Macros after the version you’re using (for instance, the Templates Wizard, the Fixed Limit indicator or the automated Process Change Wizard), you may need to purchase an upgrade to bring your QI Macros to the current version.

Posted by Jay Arthur in Data Mining, Excel, QI Macros, Webinar.

ASQ Dallas-Fort Worth Section 1/13/21 Web Meeting

Jay Arthur was the featured speaker for the 1/13/21 ASQ Dallas-Fort Worth Section Web Meeting. His topic was “Automating Lean Six Sigma for Results.” You may view the recorded video of Jay’s webinar below:



If you’re interested in learning more about QI Macros for Excel (the software Jay wrote and developed), click HERE and view the demo video in the yellow box. You may also sign up for a free 30 day trial of the software by filling out the form on that page next to the video, or by signing up at THIS link.

If you’re interested in learning more about Jay’s ideas on Agile Lean Six Sigma, you can download a free brief summary of Jay’s ideas in his “Agile Lean Six Sigma Manifesto,” available at THIS link.

Posted by Jay Arthur in Agile Lean Six Sigma, Data Mining, Manufacturing, Webinar.

Why Big Data is Bad for Small Business

There’s a lot of hype about Big Data, but approximately three-quarters of the money spent had no return on investment. There’s big profits in small data. Here’s what to do differently.



“Hi, this is Jay Arthur, author of “Lean Six Sigma Demystified” and the QI Macros [software].

“Big Data is actually bad for small business. Now, there was a lot of hype around Big Data, but it kind of crested about 2011-2012 and it’s falling down now because people are discovering that Big Data doesn’t always give you the answers you want. What you need [is] small data, and there’s big profits in small data.

Posted by Jay Arthur in Data Mining, Improvement Insights.