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CollegeROIData

Cormac Rowan

ROI Standards Editor

College ROI methodology, Scorecard caveats, and editorial standards

Cormac Rowan oversees CollegeROIData's methodology and editorial standards. The role sets how the payback-time grade is derived from Scorecard debt and earnings, how the data's caveats are disclosed — that earnings cover federal-aid recipients only, that headline debt excludes private and Parent PLUS loans, and that completion rates count first-time, full-time entrants — and how corrections are handled. Comparisons, glossary entries, and explainers are AI-assisted in research and drafting, then reviewed against the primary College Scorecard documentation before publication.

Areas of focus

ROI and payback-time methodologyfederal-aid-recipient earnings caveatsfirst-time-full-time completion limitsfederal vs. private debt scopecorrections policy

How our content is produced

Content is produced by an AI-augmented editorial team: research and drafting are AI-assisted and reviewed by the named desk editor against primary public-data sources before publication.

See our Editorial Policy, Fact-Checking Policy, and Corrections Policy.

← Meet the full editorial team