Light measurement depends on the "use case":
Needed energy/power vs. How much "light" can be used by the human eye. Or, how good is the light suited for selecting pairs of (black?) socks: http://en.wikipedia.org/wiki/Color_rendering_index
That's why there are so many ways of measuring light: http://en.wikipedia.org/wiki/Light#Units_and_measures