Choosing An Analysis, Statistics, Research, Science.
the research question. Whether the answer is what you expected or not is a different issue. So when you are concerned about getting an analysis “right,” clearly define the design, variables, and data issues, but most importantly, get explicitly clear about what you want to learn from this analysis.