Editor

Shirley Chia

Researcher and editor at HealthCostHub. Covers healthcare pricing, insurance plan math, HSA / FSA / CareCredit financing, dental cost, healthsharing plans, and federal patient-billing protections.

Shirley Chia

Shirley Chia

Researcher & Editor — HealthCostHub

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Role

Shirley is responsible for research, writing, and editorial review of every article and calculator on HealthCostHub. She is not a licensed clinician, not an attorney, and not a financial advisor. Content scope is intentionally limited to cost, process, and consumer-rights information — we do not give medical, legal, or financial advice.

Methodology

Each article follows a consistent research process:

  1. Primary sources first. Federal regulations (CMS, IRS, HHS, DOL), state insurance department publications, and brand-published terms.
  2. Verified pricing data. CMS hospital price-transparency files, published cash-pay prices, and lender-disclosed APRs. Where numbers vary widely, we explain why (state, market, plan, credit tier).
  3. Plain-English translation. Insurance and billing jargon broken down so a reader can verify everything against the underlying source themselves.
  4. Last-updated dates. Every article shows when it was last reviewed; we revisit on a quarterly cycle or sooner when a major rule changes (e.g., annual HSA limits, NSA rulemaking, state law passage).

Scope

HealthCostHub covers:

Corrections

If you find an error in our pricing data, calculator output, or article content, please email info@healthcosthub.com with the page URL and the specific issue. We correct verified errors promptly and add a note at the bottom of the affected page when the change is material.

HealthCostHub is reference content, not professional advice. For medical, legal, or financial decisions, consult a licensed professional.