You cannot make a difference this way. Their music is a commodity they have signed agreements to sell. They probably (in the vast majority of instances) had almost no bargaining power in this and a lot of signed artists don't make a penny from their work, at all.

If you really like an artist, contact them via their official channels and ask if you can send them money directly or donate to a charity they like.