Several factors can cause a soufflé to collapse, including overmixing the batter, underbeating or overbeating the eggs, opening the oven door too soon, or not baking the soufflé long enough. Ensuring that the oven temperature is stable and not disturbing the soufflé while it's baking can help prevent collapse.