The ability to ask the right questions is a critical factor for effective analytical work. This is the key point I made in a recent article, “Asking the Right Questions in Data Analysis” https://chiefmarketer.com/direct/non-print/data-listtalk-0415bnv9.html. I also noted that asking the right questions typically does not require an advanced degree in statistics.