Short answer: A regression discontinuity analysis of 20,000+ placement records finds that directed self-placement does not harm student outcomes on average, but disparities in who follows placement recommendations persist.
Key findings
- RD design exploiting the placement recommendation threshold
- 20,000+ student placement records analyzed
- DSP does not harm outcomes for students near the recommendation cutoff
- Disparities persist in which students conform to recommendations vs. override them
- Connects to the broader finding that race, sex, and SES predict placement behavior
Publication
arXiv: 2510.03350. Godfrey, J.
See also
- Do students select first-year class placements differently by race, sex, SES
- How do academic advisors influence student writing course selection
- How does social justice inform writing placement administration
- What do student reflections reveal about SSP ecological impacts
- Does an Oscar nomination boost box office revenue — shared RD methodology