Great article on the importance of exploratory (hypothesis-generating) research. Written about the social sciences, but totally applicable to the physical sciences as well.
www.nature.com/articles/d41...
nature.com
Let the data talk: embrace exploratory research
Open-ended research is essential to building solid hypotheses in the social sciences — without it, even the best-planned analyses can fail.