When talking about the size of an economy, it's more useful to give actual statistical calculations indicating hypothesised/alluded size than to offer anecdotes

When talking about the size of an economy, it's more useful to give actual statistical calculations indicating hypothesised/alluded size than to offer anecdotes. Has anyone actually studied this and mathematised their thinking? One can't/shouldn't make business decisions based on anecdotes or bromides.