This applies to any timer. Both in chess and in Heroes. It's just that for short timers, the effect of the mentioned recommendations is stronger.
Normal calculation of variations is essentially absent there. Everything relies on reflexes, instincts, and intuition.
Correct me if there are any grandmasters in the chat (meaning in chess). In terms of HeroesWorld rating, that's 1800+.