I would hazard a guess that 99.999% of companies simply don't have consistent enough an approach and enough accumulated data to even attempt a scientific study of their estimation approach.Ī common thing I see in academic papers now is to look at open source projects, as these are perhaps more representative of modern software development and have tonnes of publicly accessible data on commits, bugs, releases etc. Both in the approach to testing and building theories and in the results of those experiments. What I overwhelmingly find is a huge gap between academic studies and common knowledge in the software industry. Occasionally I will attempt to answer the questions that come up on this site asking about academic research to back up theory X or Y.
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