The ionization energy decreases as you go down a column because there are more electrons, this means that the radius of the atom is larger, this means that the valence electrons are farther away from the nucleus. Therefore, they have less of an attraction to this nucleus. Hence, the electron can be easily removed from the atom without much energy.
The thought is that there are more subatomic particles and it inhibits it from as much energy.AKA: Lighter people can usually run faster than heavier people of the same height/ability (not to be mean it's just true lol I'm one of those "heavier people" myself haha)