Question: Statistics question: Would you need a larger or smaller group to detect a difference in means if you suspect that the difference is small and

Statistics question: Would you need a larger or smaller group to detect a difference in means if you suspect that the difference is small and not large? Why?

I'm having difficulty understanding how to approach this problem, I would appreciate if you could elaborate as well so I can understand the logic.

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