African American male engineer worker maintenance automatic robotic hand machine and holding blueprint in factory. Black male technician worker working with control automatic robot arm system welding

Process Control Plan: A Roadmap to Process Success

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In Six Sigma, you will often hear the phrase, “It worked so well we stopped doing it.” The purpose of a process control plan is to maintain the gains of your project and prevent this from happening. 

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Understanding Poka-Yoke: Eliminating Defects with Proactive Measures

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What is poka-yoke? Have you ever accidentally microwaved your face? No? You’ve never opened the microwave door while it was cooking and accidentally exposed your face to microwave energy? I know that you haven’t because whenever you open the door, the microwave stops running. There is a switch that triggers when the door […]

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Part Submission Warrant (PSW): Understand How This Document Fits Into PPAP

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In today’s competitive business environment, maintaining a high level of quality has become vital to a company’s success. It is imperative that suppliers provide quality parts that meet customer requirements the first time and every time. 

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Pearson’s Correlation

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To answer the question of how strong and in what direction is the relationship between two continuous variables you would use the Pearson correlation coefficient (r). Let’s learn more about this statistical descriptor and what it tells you about your data.

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The 10 Best Quality Books Of All-time

The 10 Best Quality Books of All-Time

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Looking for good books to read on the topics of quality, Six Sigma, Lean and OpEx? This reading list shares the best quality-topic books of all-time and book recommendations by topic.

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Abbreviated Hypothesis Testing Roadmap

The History of the Hypothesis Testing Flow Chart

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Here’s the story about how the hypothesis testing flow chart was developed in Barcelona in 1995, as told by Mike Carnell.

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iSixSigma Version 5 Homepage Screenshot

Introducing iSixSigma Version 5 ?

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After more than six months of hard work, iSixSigma is celebrating its relaunch today and I’m excited to announce the brand new, redesigned iSixSigma.com.

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Z

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A Z value is a data point’s position between the mean and another location as measured by the number of standard deviations. Z is a universal measurement because it can be applied to any unit of measure. Z is a measure of process capability and corresponds to the process sigma value that is reported by […]

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Work Cell

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Work cells are a key lean six sigma strategy designed to improve quality, eliminate waste, and enhance the end-user experience.

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Zadj

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The probability of a defect when defects are correlated. For example, when linewidths are printed too wide the process can cause thousands of ‘bridging’ defects, so although the number of defects is extremely high, there is only one opportunity. Unless of course there are say four sensitive areas on the circuit so that a slight […]

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Visual Quality Document (VQD)

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Visual Quality Document

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T-test

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A t-test is a statistical tool used to determine whether a significant difference exists between the means of two distributions or the mean of one distribution and a target value.

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Scatterplot

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A graph of the points representing a collection of data, is one of the most useful techniques for gaining insight into the relationship between two variables.

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Responsibility

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Defined or assumed conditional liability before the fact – limited to overt practices. Capacity to be responsible assumes the use of adequate expertise and capability.

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Reliability

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The reliability of an item is the probability that it will adequately perform its specified purpose for a specified period of time under specified environmental conditions. Dr. Lawrence M. Leemis, Department of Mathematics, College of William and Mary, from his textbook titled Reliability: Probabilistic Models and Statistical Methods.

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Qualitative Data

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Also known as discrete data.

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Random Sample

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A data point taken at random from the universe or population of your process.

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Procedures: The Key to Consistency in Business

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There are all kinds of procedures for the many things that people do every single day. Every family household has procedures for basic tasks like putting dishes away, assembling for dinner or getting into the car. Likewise, every place of business has procedures for the essential activities they do on a regular basis. Overview: What […]

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i-p-o

Ishikawa, Ichiro

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Japanese quality professional widely known for the Ishikawa diagram also known as the fishbone or cause and effect diagram. He is also known as Ishikawa, Kaoru.

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Key Process Operating Variable (KPOV)

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Or Key Process OUTPUT Variable

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Error (Type I)

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Error that concludes that someone is guilty, when in fact, they really are not. (Ho true, but I rejected it–concluded Ha). Also known as ALPHA error. Also known as Producer’s risk.

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Error (Type II)

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Error that concludes that someone is not guilty, when in fact, they really are. (Ha true, but I concluded Ho). BETA Accept an hypothesis or statement as true when it is false: Ho is false, but I conclude Ho is true. Error that concludes that someone is not guilty, when in fact, he or she […]

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Enhancing Skills and Morale: A Guide to the Gwilliam Motivational Model

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Motivation is a critical factor that drives human behavior, and it plays a vital role in the success of individuals and businesses. The Gwilliam Motivational Model is a psychological theory that explains the factors that motivate individuals to perform at their best. Overview: What is the Gwilliam Motivational Model The Gwilliam Motivational Model is a […]

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CONC

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See Cost of Non-Conformance.

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