In a recently completed study at University of Wyoming I discovered a positive correlation between upper-division library instruction and higher GPA at graduation (by upper-division, I mean post-first-year). This is based on an analysis of 4,489 transcripts of graduating seniors at the University of Wyoming, and the transcript analysis was supplemented by focus groups with graduating seniors