Which running shoes (long distance) are the best type for women with shin splints?

I am 5’11, about 215lbs and I need some new running shoes. I have had the ones I currently run in for about 3 years. (I know, too long)
I would also like some recommendations for some good shoe stores that can analyze the way I run/ examine my current shoes to help me find the best fit. Any help would be much appreciated! Thank you!