No. Birthrates have been dropping, but this makes getting pregnant less predictable. There are other forces at work reducing the birthrate, and I think those would be enough without complicating people's lives.
I would say the biggest issue with declining birth rates are social and psychological in nature and NOT physiological. People simply work too much, for just one example.