shmula » six sigma http://www.shmula.com σ business, technology, and stuff in between Tue, 31 Aug 2010 13:32:33 +0000 en hourly 1 http://wordpress.org/?v=3.0.1 Check Sheetshttp://www.shmula.com/3932/check-sheets http://www.shmula.com/3932/check-sheets#comments Tue, 31 Aug 2010 13:32:33 +0000 Pete Abilla http://www.shmula.com/?p=3932

A Check Sheet is one of the Seven (7) Basic Quality Tools. A Check Sheet is a simple tool for data collection. In this post, I’ll show how to create and use a Check Sheet and provide some basic heuristics and common pitfalls of Check Sheet and data collection overall.

A Check Sheet allows us to use a structured & standardized format for collecting defect information:

  • Minimizes the chance that different people will collect the data in the different ways
  • Forces the team to consciously think about what data they want to collect, why they want to collect it, and what they plan to do with the data once collected

What is a Check Sheet

  • Check sheets are data collection forms constructed to record specific information about a process in a organized manner
  • Check sheets are designed to answer the question “How often does this event occur and under what conditions?”
  • Check sheets can be used either to support conclusions concerning a process on its own or may be a step in the process of assembling the data to support one of the other improvement tools

Elements of a Check Sheet

  • A description of what data is being collected – need to make sure that clear Operational Definitions are established for each variable being collected
  • Places to put the data (actual ease of data collection / recording needs to be as simple as possible – tally sheets work well)
  • Room for comments – both for the defect types and general (in case the data either does not fall into one of the pre-set categories or in case something special happens – e.g. a power failure – that needs to be documented)
  • Room for potential statistical data

Check Sheets – Key Points

  • Keep the form simple to use and understand; (the easier you make the sheet to use, the more likely you will get the data you need)
  • Include only information that you intend to use
  • Pilot or test the Check Sheet form before you use it on a full-scale basis – Make changes to it if necessary

How To Create a Check Sheet

  • As a team, brainstorm to determine the exact data to be collected and how this data will be organized into categories and then subcategories (taking the time to really think this through will greatly aid later on in the project)
  • Always stay focused on the improvement opportunity (what are you trying to learn about) and keep asking yourself what you will use the data for
  • Develop exact Operational Definitions of each variable
  • Construct the data collection form or forms that will allow recording of the observations or events in their proper classifications as determined earlier
  • Test a draft copy of the check sheet by confirming that all possible observations or events may be recorded in one and only one place on the check sheet
  • Make necessary corrections to the check sheet
  • Collect the desired process data using the check sheet

Check Sheets – Points to Remember

  • Allow extra space on the check sheet to record important observations not anticipated during the design of the check sheet
  • Determine and record the time period and other process conditions that will be fixed or constant during the observation
  • Make sure that the data form and the meaning of all the labels are understood equally and consistently by all team members
  • Allow enough time for all observations to be correctly made and recorded during the collection process
  • Remember, a check sheet provides only organized raw data. It may be necessary to use another improvement tool to better interpret the results.

Check Sheets – Common Pitfalls

  • Measuring things that do not answer the question being asked
  • Inability to obtain sufficient sample size
  • Associates simply not taking measurements or collecting data (sometimes as a result of strong focus on “making their numbers”)
  • “Lost” check sheets – should keep track of how many are handed out and how many come back
  • “We can get that from the system” attitude – resulting in spending more time trying to query log files than it would take to manually collect the data
  • Poor Operational Definitions resulting in large amounts of “noise” in the data

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Your Baby is Uglyhttp://www.shmula.com/4177/your-baby-is-ugly http://www.shmula.com/4177/your-baby-is-ugly#comments Mon, 30 Aug 2010 15:05:00 +0000 Pete Abilla http://www.shmula.com/?p=4177

No, we’re not talking about children or infants here. We’re talking about people who are so invested in their idea, business, and process, which results in hyper tunnel vision and they begin to believe the fantasy that their [enter "whatever" here] is the best and cannot get better. Calling that [thing] imperfect is analogous to calling someone’s baby ugly.

Why?

Because the person is so invested in their endeavor that they fail to see truth.

Here are some examples of Ugly Baby Syndrome:

  • You build a product without identifying a problem to solve or a market need. You love you idea so much, but you continue to build something that nobody wants.
  • You manage a process in your business that you are very proud of; you believe it’s perfect and that it can’t be improved any further.
  • You own a business and have enjoyed market leadership for a long time; you don’t believe there are any competitors. You become complacent because you continue to believe “who will outsmart us? nobody can be better at what we do.”

  • You manage a process where speed is a critical to quality metric and you don’t believe you can deliver any faster.
  • You believe your creation is perfect and that nothing can penetrate its armor; but, the truth is that there are most likely chinks in the armor that you have failed to see.

If you suffer from any of the above symptoms, then a dose of truth and humility is the cure. Most likely, what you believe is likely false. In other words, that baby you feel is so angelic and perfect, is most likely pretty average looking.

So, let go of your ego, acknowledge that nothing is perfect but the pursuit of perfection is an admirable trait, and get to work.

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Red Bead Experiment: Part 6http://www.shmula.com/3564/red-bead-experiment-part-6 http://www.shmula.com/3564/red-bead-experiment-part-6#comments Mon, 30 Aug 2010 13:53:47 +0000 Pete Abilla http://www.shmula.com/?p=3564

This is Part 6 of 6 of the Deming Red Bead Video Tutorial.



The Red Bead Experiment by Dr. W. Edwards Deming
Pete Abilla
www.shmula.com
Product Review
Aug 30, 2010
Rating: 5/5

An amazing and incredibly simple game that illustrates so many important management principles and also principles of process improvement. I promise you – you’ll learn a lot and it’s an effective teaching tool and fun for students also!

 

I highly recommend this game for any leader or manager.

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Red Bead Experiment: Part 5http://www.shmula.com/3558/red-bead-experiment-part-5 http://www.shmula.com/3558/red-bead-experiment-part-5#comments Sat, 28 Aug 2010 13:49:54 +0000 Pete Abilla http://www.shmula.com/?p=3558

This is Part 5 of 6 of the Deming Red Bead Video Tutorial.


The Red Bead Experiment by Dr. W. Edwards Deming
Pete Abilla
www.shmula.com
Product Review
Aug 28, 2010
Rating: 5/5

An amazing and incredibly simple game that illustrates so many important management principles and also principles of process improvement. I promise you – you’ll learn a lot and it’s an effective teaching tool and fun for students also!

 

I highly recommend this game for any leader or manager.

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Kaizen: They Must Increase, I Must Decreasehttp://www.shmula.com/4116/kaizen-they-must-increase-i-must-decrease http://www.shmula.com/4116/kaizen-they-must-increase-i-must-decrease#comments Thu, 26 Aug 2010 17:16:26 +0000 Pete Abilla http://www.shmula.com/?p=4116

The true spirit of Kaizen isn’t just about improving the organization, but it is also in teaching, guiding, and in effectively stretching people beyond their current capabilities. Indeed, it is in developing people and in increasing their capability to contribute and add value.

Staying true to the spirit of Kaizen has a few implications on approach: Rather than be the hero in an organization, Kaizen actually requires us to teach others and coach them to be the hero. The role of a sensei, then, is to really decrease so the student can increase.

They must increase, I must decrease

That’s exactly what is happening where I’m currently employed. My goal is to eventually work myself out of a job. This means my goal is to create enough self-sufficiency in the organization such that they can systematically solve their own problems using the principles of Lean Thinking.

Right now, they need me as their Sensei; over time, as they gain more competency, then they won’t need me anymore.

But, the reality is this: most organizations, like most people, need a coach; a mentor; a teacher; a leader. But the Kaizen vision is free of pretense: create self-sufficiency in the organization so they eventually won’t need me anymore.

I’m okay with that.

My goals are aligned to theirs and I’m looking out for their best interest, not mine.

That’s the true spirit of Kaizen: continuous improvement and developing people.

Gemba Kaizen by Masaaki Imai
Pete Abilla
www.shmula.com
Book Review
Aug 26, 2010
Rating: 5/5

Gemba Kaizen is a very simple, common-sense approach to improving the organization.

I highly recommend Gemba Kaizen.

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