If I am doing my second or third degree, for example, do my previous GPAs matter?
Generally, consulting firms look at your most recent GPA, so that is the most likely to be heavily weighted than the previous ones.
That said, they are all valuable data points for your application, so all will be taken into consideration to some degree. The further into the past, the less relevant it will be to your application, but it will still be considered.