Being an atheist doesn't need a "root cause". Believing in something needs reasons, the absence of belief is the default.
In practice, people who identify as atheists - such as Dawkins - affirm that there is no god. That's a belief.
Is that wrong?
Religious people can't even agree on what this God concept is supposed to be, but they can make fine distinctions in the ways people don't share their belief in it.