This is an area of research that is hot right now. You can find quite a few studies that show that we are not really capable of such. Here's a recent news article on this, but does contain a link to some of the research.
Multitasking Makes You Less Efficient: Study
As anecdotal evidence, let me just say that I had difficulty just typing this, as I drink a cup of coffee.