Let's separate the issues of blame and responsibility.
Both those words've been as over-used and abused as "natural",
but as a general starting point, i'll say that
blame is something to label (usually other) people with,
and responsibility is something you take upon yourself,
because it's important to you, part of who you are.
(
What is blame anyway? )