I had a professor in graduate school who suggested exactly this - each study should conduct a meta-analysis of all previous studies on the subject, use that est

I had a professor in graduate school who suggested exactly this - each study should conduct a meta-analysis of all previous studies on the subject, use that estimate as their prior, update, and publish for the next study... The problem is, having tried it, this is much more difficult to do in practice.