Therefore, the control limits of the control chart were useless. The Green Belt used the Box-Cox power transformation to determine whether the data could be transformed (Figure 7).

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When control charts are used with non-normal data, they can give false signals of special cause variation, leading to inaccurate conclusions and inappropriate business strategies.

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