Suppose you wish to determine whether there are differences in the average prices among 3 major supermarkets. You randomly select 8 regularly bought items, each distinct item of the same brand, and observe their unit prices at each supermarket. The following data were obtained: Is there a need to block the items? Why? What other aspects could be considered that may influence the prices that are being recorded?

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