Adrian Holloway
Standards & Methodology Editor
Methodology, data caveats, editorial standards, and corrections
Adrian Holloway oversees how ChildcareCost documents its methodology and editorial standards. The role sets how the affordability ratio is defined, how NDCP's known caveats are disclosed — that prices are modeled from state licensing records rather than live provider rate sheets, and that coverage is thinner for rural and territorial counties — and how corrections and fact-checks are handled so any value can be traced back to its federal source. Methodology, glossary, and explainer pages are AI-assisted in research and drafting, then reviewed against the primary DOL and Census sources before publication.
Areas of focus
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.