I haven't read all of Making Software yet myself, but you would be interested in one of the first few chapters. I don't remember who wrote it offhand, but as I recall, in discussing the standards of evidence needed for software engineering the author concluded, and I am paraphrasing here, that hard numbers were difficult to get and came with many, many conditions; as a result anecdotes were likely the best you could do and were perfectly acceptable. (Was that enough disclaimers?)

You might be able to tell why I lost my enthusiasm for the book.