This is a simple yet good starting point if you have struggled with choosing shdows to suit your eye colour.
The other Point you would need to consider is the tone of the colour. E.g if you need a cooler "brown" or warmer "brown". (Is is just an example)
All this depend on your skin tone and hair colour.