I recently researched the thorny issue of what consititutes art, and the leading idea in that field is a cluster theory: a set of ten ideas which commonly associated with things accepted as art. Some objects don't have all ten, but together they provide a powerful guide. My point in mentioning this is that state failure seems to follow the same pattern. Geography (ie Jared Diamond's theory) is a factor in state success and failure. Culture is another factor. Economic system and the nature of institutions (extractive or inclusive) are two more factors. (And there's bound to be a few more).
A state can succeed with only a couple of these. Lacking them all is a sure sign of failure. Having them all likely comes as close to guaranteeing success as possible. But thinking there's some single indicator that determines state failure is a doomed project.