I changed our Caravel
from 14 to 15. No problem at all. Just be sure you get good wheels, rated for the load, and inflation pressure of what ever tires you choose.
Get your wheels and tires from a shop that is willing to work with you to be sure that all fits well into the wheel well.
Yes, good trailer tires are much easier to find for 15 inch wheels.