Our Research & Review Team
Every cost calculator and data table on CostPrism is reviewed by an experienced cost analyst in the relevant field. Our reviewers verify formulas, data sources, and cost ranges before publication — and again with each annual update.
Sarah Chen
Healthcare Cost Analyst
Healthcare cost research, 10+ yearsSarah Chen is a healthcare cost analyst who has spent over a decade researching out-of-pocket medical costs for patients across the US. She reviews all medical procedure cost data on CostPrism, including dental implants, LASIK, IVF, assisted living, braces, hearing aids, cosmetic surgery, and teeth whitening estimates, verifying figures against CMS and industry survey data.
Calculators Reviewed
Data Sources Used
- ✓ CMS Geographic Practice Cost Indices
- ✓ FAIR Health claims database
- ✓ AAID implant cost surveys
- ✓ AAO vision care data
Rachel Goldstein
Business Finance Analyst
Business finance research, 18+ yearsRachel Goldstein is a business finance analyst specializing in small business cost research and self-employment financial benchmarks. She has worked with hundreds of freelancers and small business owners, helping them understand the true cost of doing business. She reviews CostPrism's business financial calculators and freelancer rate tools for formula accuracy and tax rate correctness.
Calculators Reviewed
Data Sources Used
- ✓ IRS Statistics of Income
- ✓ BLS Occupational Employment Statistics
- ✓ SBA small business cost surveys
James R. Mitchell
Construction Cost Analyst
Residential construction research, 22 yearsJames R. Mitchell is a construction cost analyst with 22 years of experience overseeing residential building projects across 8 states. He brings hands-on pricing knowledge to CostPrism's home improvement cost data, verifying that material rates, labor multipliers, and regional cost adjustments reflect realistic contractor bids and current market conditions.
Calculators Reviewed
Data Sources Used
- ✓ NRCA roofing cost surveys
- ✓ NAHB construction cost data
- ✓ RSMeans unit cost book
- ✓ BLS wage data by state
Michael Torres
Insurance Cost Specialist
Insurance market research, 20+ yearsMichael Torres is an insurance cost specialist with over 20 years of experience researching personal and commercial insurance pricing across all 50 US states. He reviews CostPrism's insurance cost estimates to ensure state-level rate accuracy, coverage tier descriptions, and risk factor adjustments reflect current market conditions for auto, home, life, and business insurance.
Calculators Reviewed
Data Sources Used
- ✓ NAIC state market data
- ✓ AM Best insurer rate filings
- ✓ III industry statistics
- ✓ State DOI rate databases
David Nguyen
Business & Legal Cost Analyst
Business & legal cost researchDavid Nguyen is a business and legal cost analyst specializing in the cost of business formation, commercial contracts, and family legal matters. He has researched the filing fees, professional costs, and process expenses for hundreds of clients navigating LLC formation, commercial leases, and divorce proceedings. He reviews CostPrism's legal and business formation cost calculators for accuracy.
Calculators Reviewed
Data Sources Used
- ✓ State LLC filing fee schedules
- ✓ CoStar commercial lease data
- ✓ NOLO legal cost surveys
- ✓ SBA market research
Our Review Process
Each reviewer independently verifies cost data against their cited primary sources. They check calculator formulas for mathematical accuracy, validate that state multipliers reflect current regional market conditions, and flag any data that contradicts authoritative benchmarks.
Reviewers have no financial stake in affiliate recommendations and are compensated for review time independently of page revenue. For full details, see our Editorial Policy.