What definitely has an impact is, in what season you were born(if there are seasons). Whether your first steps outside are in snow, or in warm sun. That has an effect on development.
Still, I always loved Astronomy and could never understand the appeal of Astrology in the first place. It never made the slightest sense. So if I am born on day X, I am supposed to have trait A, but if I would be born some hours later I should be personality Y? (besides the fact, that the baby was alive and conscious before the birth). The reason why people take it serious, is probably to find guidance in a chaotic world and they seem to think some guidance is better than none (but I rather have no guiding, than one that makes no sense to me in the first place).