Can someone explain the concept of ';buying the dividends'; when purchasing a mutual fund?

Specifically, I understand that these distributions lower the NAV, but does it mean don't buy just before the distribution date? or just after? or is there a period of time after that it is not wise to buy. I'm looking at some Vanguard funds with distribution dates in December. Thank you.