A meta-analysis of university STEM summer bridge programs found that participation had a medium-sized effect on first-year overall GPA ( d = 0.34) and university retention (Odds Ratio OR] = 1.747). Although the analysis reflects the limited available data, it provides much-needed research on programs’ objective effectiveness and guides future program development.