I'm in the social sciences and my research is very empirical - it's paid for by 'industry' - and I'm finding real difficulty in conceptualising any theoretical framework for it. Anyone else had this problem?

I am more well-versed in the humanities and philosophy. I think that your question is too vague. Perhaps also for those in the social sciences.