How can I tell whether sample size is inadequate or not ?

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I am given sample size of 15322 students and our research topic is to find out a relationship between students academic performance and participation in sports team.

The question asks " do you think the sample size is adequate for our purpose?"

It seems like its very subjective question.

I don't know whether it is adequate or not.

Anybody has better ideas?