If the goal is to actually understand the past's influence on the present, it is more useful to think in terms of cause and effect that 'blame'.

Talking about blame is about status and power games right now.

If you want to understand what happened, the changes colonialism caused cannot be reversed and first-order effects are still obvious today. If you want to blame people, well, people love to nurse their grievances.