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A process improvement team is in the Measure phase of improving a call center s operations. They are working on reducing the on - hold

A process improvement team is in the Measure phase of improving a call centers operations. They are working on reducing the on-hold time customers experience before talking to an associate. The current target is 40 seconds. Historically, the average on-hold time is 2.3 minutes with a standard deviation of 0.58 min. The team wants to be able to determine the average on-hold time within +/-0.05 min. The call center averages 3360 calls per week. The call center operates 24 hours per day, 365 days per year. They have developed and implemented a data collection plan which calls for measuring on-hold time for 1 week over two 60 minute periods starting at 11:30am and 6:30pm each day when call volume is heaviest (average of 38 calls per hour). The results are plotted in a histogram and an X and Moving Range chart (below).
What is the most reasonable conclusion to be drawn from these data?

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