Other fields are expending considerable effort to improve their research practices--including understanding sources of bias. This website is a good resource and provides readers with the citations to studies (some of them cited on this board) that have examined research practices, processes, and biases.
http://bps.stanford.edu/?page_id=3371
http://bps.stanford.edu/?page_id=3371