Peer-reviewed publications may be an effective productivity metric for some departments. For others, like computer science, which produce fewer papers, the metrics might be citations per publication, or conferences per faculty member, or honors and awards. Federal grants could be a productivity metric for a department like chemistry, but not for engineering, since engineering faculty members at MIT receive a large share of grants from private sources that aren’t captured by Academic Analytics’ data.