Ok got it.

I guess the delayed age for reproduction affects the number of offspring, but not necessarily their ability to live longer. Quantity gets affected, but not quality. Of course, there is a higher chance of birth defects, but in Korea, where this delayed age for pregnancy is very much the case, these defects get detected very early into the pregnancy, and people take precautions (possibly abortion) to aim for a healthier individual with the next try.