Self Reported Data: Can We Trust It?

I read an article on NPR discussing  the issue of self reported data when it comes to fitness and exercise. The author of the paper in question essentially came to the verdict that self reported data is such a poor measurement of actual energy intake and expenditure that it has "no place in scientific research". [...]