How about statistics instead of anecdotes? This article is pretty well sourced, and, while not all of the math checks out, the preponderance of evidence seems to point towards "yes, that is a regular choice that poor people in the US make":
http://www.washingtonpost.com/wp-dyn/content/article/2009/05...