In an experiment using a randomized complete block design we usually don't test to see if there are statistically significant differences between block means.

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In a randomized complete block design, the primary focus is on testing for differences between treatment means rather than differences between block means. The blocks are used to control for variability, not to test differences between them.

In an Experiment Using a Randomized Complete Block Design We