A New Analytical Approach on Continuous Improvement Evaluation: A National Presentation Case
Abstract
This paper demonstrates a new approach on how to analyze evaluation data to find a team's (sometimes called circle) improvement ability and the characteristics of evaluators by using the data from the national Quality Control Circle (QCC) presentations in Taiwan. Most evaluations on the QCC presentation use the itemized rating method or the duplex-pole evaluation method. The former has the negative effects of canceling out the higher and lower while the latter cannot distinguish the ability type of a team. This study takes the average of the highest rating “A” as an index for superiority. Based on these indices and the K-mean method, similar ability groups and evaluator groups are generated, respectively. According to a team's improvement ability level which is determined by the similar group it belongs, a proper regenerated input can be applied to sustain continuous improvement activity. Also, knowing the characteristics of evaluators, proper solutions can be applied to improve the evaluation credibility. This paper also shows that some of the evaluation data can provide valuable information through further study and thus increase “evaluation use”.
Origin : Files produced by the author(s)
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