It might follow a pair of hips (6)

I believe the answer is:

hooray

(Other definitions for hooray that I've seen before include "Shout of approval" , "Hurrah" , "Shout of joy (for Henry?)" , "Cheer" , "Yippee!" .)

I've seen this clue in The Wall Street Journal.

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