What primer will allow latex to be used over oil-based?

I bought my house in 1983 and it had been painted with oil-based interior paint. Not knowing any better, I simply applied latex right over the oil. Since then, the rooms have been peeling periodically. I was subsequently told that latex won't hold over oil.