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Gauge R&R for Transactional Six Sigma Projects

Measuring the unmeasurable

James Wells
Tue, 02/23/2010 - 07:40
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How many times has this happened to you? You’re leading a Six Sigma project on a transactional process of some kind, something not directly tied to manufacturing or measurement of product quality. You get to the measure phase of your Six Sigma project and struggle to figure out how to satisfy the requirement for a gauge repeatability and reproducibility (R&R) statistic to interpret. If that’s ever happened to you, read on for a solution to this sticky problem.

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Where gauge R&R fits into a Six Sigma project

Before we get into the details, I want to spend a few words talking about where a gauge study fits into a Six Sigma project and a little bit on the “spirit” of the gauge R&R requirement.

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Comments

Submitted by Rip Stauffer on Fri, 02/26/2010 - 09:49

Nice coverage of Attribute Agreement Analysis

Nice job, James, on covering AAA...it's an extremely valuable tool, not only for transactional processes, but for manufacturing. I had one manufacturing client that was losing millions of dollars a year because their "standards" for identifying machining defects, staining, blemishes, etc. were all victims of very low agreement. Companies can save themselves a lot of trouble if they learn this skill.
I do want to suggest, however, that Measurement Systems Analysis, whether it's Gage R&R (for continuous metrics) or AAA for discrete categorical metrics, should be used throughout DMAIC. My own approach is admittedly a little different (see "A DMAIC Makeover" in QP Dec 2008)...I insist on a baseline in Define. Even if you wait to do it in Measure, though, you can't just do it for your baseline data and then not use it for all the different process measures you find in Measure and Analyze. While most measurement error will generally have a minimal impact on SPC charts, it is absolutely vital in more distribution-dependent tools such as hypothesis testing, regression and DOE.

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Submitted by Tuli.Tarun on Tue, 03/12/2013 - 23:44

In reply to Nice coverage of Attribute Agreement Analysis by Rip Stauffer

Nice Discription

Thanks James, You explanation about AAA was very elaborative and very helpful, it can also help a lay man to undersand the about this tool and use it, I wish all the trainer are like you. Once your have a case attached to these concept special the one you can relate to in your proffessional life otherwise you end up thinking all these concept to me more of manufacturing stuff and cant be practised in service industry.I have learnt it hard way wish I would have got these kind of post during my BB certification time.

I will refer few of my team members to visit and read your blogs and post.....Please keep me posted about your blogs

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