Great post! You mention that it is important to "be skeptical" - I concur and would add that it's helpful to approach the analysis from a non-biased standpoint. Even if you are going into your analysis with certain goals in mind, it is not only more ethical, but also more persuasive, to indicate any inconsistencies in your findings.