If a person has a bad hip, would exercise and leg lifting help it or make it worse?

I have hip pain and find I'm not doing so great with strenuous exercise as I get older. I mostly walk and stretch. A lot of hip mobility exercises but I also rest and apply heat. That's what keeps me going.