Yes! Baking soda makes the soil more alkaline, and this turns the hydrangeas pink. Still, you need to be careful how much you need to add. Changing the pH levels of the soil is fine if you keep it in acceptable ranges, but if it strays too far from those ranges you can kill the plants.