Metaresearch is the investigation of how scientific innovation occurs. It encompases work in the history, philosophy, and economics of science; the effects of incentive systems in research; the evaluation and validation of scientific data; and the dissemination of scientific knowledge, among other fields. Conducting metaresearch is an important component of optimizing our learning processes and accelerating innovation.