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But note that a single counterexample disproves a general law.

Not in social sciences. When you are dealing with people and cultures, trying to find a "law" that applies uniformly to everyone is naive.

BTW, if you are really interested, here is an article (with links to actual scientific studies) on why being poor is hard: http://thepsychreport.com/research-application/featured-rese...