J
JasonAREdwards
Ordinal Data Gage Study - Kappa scores vs. Kendell’s Coefficient
We are having an issues understanding the output from a recent gage study we completed.
Gage System Background: We have a process in our operation in which inspectors rate units on a scale of 1 to 5 (one is “best” and five is “worst”). In order to verify adequate training we wanted to “test” two new inspectors using the ordered attribute agreement analysis.
The testing process included:
1. Selected ten parts.
2. Each part was rated by the manager of the department to determine the “standard” value
3. Then each inspector was called in to rate the ten parts
4. This process was repeated one time
The information was put into mini-tab for analysis
Our issue:
The confusion comes from the kappa scores (for within appraisers, between appraisers and to standard) compared to the Kendell’s Coefficient result. The kappa scores on some of the samples / appraisers are negative. As I understand, this indicates that the measurement system is worse than random chance. However, the Kendell’s scores are 0.9 or better. This result suggesting that the measurement system is excellent.
Please help
This is my first post, so please forgive me if I have done something incorrect.
We are having an issues understanding the output from a recent gage study we completed.
Gage System Background: We have a process in our operation in which inspectors rate units on a scale of 1 to 5 (one is “best” and five is “worst”). In order to verify adequate training we wanted to “test” two new inspectors using the ordered attribute agreement analysis.
The testing process included:
1. Selected ten parts.
2. Each part was rated by the manager of the department to determine the “standard” value
3. Then each inspector was called in to rate the ten parts
4. This process was repeated one time
The information was put into mini-tab for analysis
Our issue:
The confusion comes from the kappa scores (for within appraisers, between appraisers and to standard) compared to the Kendell’s Coefficient result. The kappa scores on some of the samples / appraisers are negative. As I understand, this indicates that the measurement system is worse than random chance. However, the Kendell’s scores are 0.9 or better. This result suggesting that the measurement system is excellent.
Please help
This is my first post, so please forgive me if I have done something incorrect.