> Had it been a blog post, I don't think anyone would have taken more than a cursory look at the analysis. Yes, anyone can fit data points and reach a conclusion with blogs, but isn't academic research fraught with similar problems already?

Some papers are cited not because they are well written, but simply because they covered a topic which might not have been covered by other researchers. Literature review is a fundamental part of a paper.