Hay bales are a great way to reduce fall damage, although they won't stop it entirely. If you place enough hay bales and land on top of them from a great height, you'll still take damage but it's much more difficult to die from it due to the huge 80 percent damage reduction.

You can potentially fall from almost 100 blocks and still survive so the humble hay bale can make a great temporary floor if you're building at height.