SAD(seasonal affective disorder) is a response to the shortening of daylight hours and lack of sunlight in winter.

The sentence above is extracted from the book that I'm studying by myself right now named Grammar and Vocabulary for Advanced by Martin Hewings and Simon Haines. The answer is **shortening**,however, I cannot understand as I think we can use **shortage** in this case.

Can you please help me?
Thanks