I'm going home. (Sounds fine) I'm going bowling. (Sounds fine) I'm going running. (Sounds fine) I'm going golfing. (Sounds fine) I'm going school = awkward I'm going eating = awkward I'm going writing = awkward. Similarly for activities that can be done in many different places, let's use "watch a movie". I am going to go watch a movie. More @Wikipedia
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