Gage R&R

The Gage R&R is a tools used in the Measure phase of a Six Sigma project. The R's represent Repeatability and Reproducibility.

Before the data analysis phase begins, the Six Sigma GB/BB should understand the variation caused by the measurement system (devices) and be able to quantify this variation. 

The remaining variation is due to the process and the is the variation that the team originally intended to resolve.

To exaggerate in an effort to make a point, it is possible that a Six Sigma project was originally scoped due to high variation and out of control performance. However, early on in the Measure phase the Six Sigma GB/BB finds out that most of the variation is from the measurement system and not the process!

There are cases when the measurement system creates too much variation (based on subjective decision of the company) and fixing the measurement system alone becomes a Six Sigma project or a Kaizen Event

If the measurement system is negatively impacting the Voice of the Customer, then it is every bit as important to fix and control as the process variation itself.


Repeatability

Repeatability is the capability of the gage (a.k.a. the measurement system which could be a gage, an appraiser, inspector, or measurer) generating the same exact result every time measuring the same thing more than one time.

How well does the appraiser repeat their own measurement?

Perhaps that appraiser get the exact same result but that results if off the true actual value the same amount each time. This indicates that the gage itself has a calibration problem that first needs to be resolved.

Reproducibility

Reproducibility compares the measurement of one appraiser to other appraiser(s) measuring the same object using the same gage.

The term "among" is used when explaining reproducibility since it relays information about the measurements among all the appraisers. 

What is the capability of each appraiser getting the same exact measurement on the same part using the same gage?

How well do they reproduce each others resulting measurements on each part?



Return to the MEASURE Phase

Visit Measurement System Analysis

Templates and Calculators

Return to the Six-Sigma-Material.com Home page



 Site Membership
CLICK HERE


Six Sigma Green Belt Certification
Black Belt Certification

Six Sigma

Templates & Calculators


Six Sigma Modules

The following presentations are available to download.

Click Here

Green Belt Program (1,000+ Slides)

Basic Statistics

SPC

Process Mapping

Capability Studies

MSA

Cause & Effect Matrix

FMEA

Multivariate Analysis

Central Limit Theorem

Confidence Intervals

Hypothesis Testing

T Tests

1-Way Anova Test

Chi-Square Test

Correlation and Regression

SMED

Control Plan

Kaizen

Error Proofing


Advanced Statistics
in Excel

Advanced Statistics in Excel

Six Sigma & Lean Courses

Agile & Scrum Online Course