Do we choose our identity?

Can people choose their identity and if so how much of our identity do we choose? For the aspects we don’t choose how did they come to form part of our identity? How much of our identity is a non-changeable permanent part of ourselves, and how much has been cast over us like a cloak via external influences including family of origin, friends, teachers, the media and social structures?