Summary

Using the X-bar and range charts, you have determined that the process by which the manufacturer produces shampoo is out of control. On average, the process mean is close to the target value of 5.0, but the process mean exhibits too much variability. Given the patterns observed in the X-bar chart, your next step should be to investigate the differences in the pH of shampoo produced by different shifts.

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