If the parents had the means to move to a city for the sake of their children, then yes, it's the parents' fault.
You can blame a whole plethora of your issues/short-comings on parents, but once you realize why they did what they did, you'll learn to see that they (often) did the best they could for you.
There are exceptions of course, but in general, this would stand true.
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