This 'it's only a meme' bit ignores the part where being pregnant has the potential to breathtakingly suck. It doesn't seem so strange that people would want to avoid that if given the option.
Pregnancy isn't the reason why people are not having kids. It's the eighteen years after, IMO. That is what is memetically discouraged. Although, I won't pretend to know what the messaging is towards young girls