Prepare a Stars business case that survives review
Learn how Medicare Advantage Stars relates to quality bonus payments, benchmark scenarios, payment-year timing, and disciplined financial planning.
Write the baseline in full
Specify the contract, payment year, rating assumption, population, and source of the benchmark inputs. Label any simplified calculation. Finance reviewers should be able to rebuild the estimate from what is on the page.
Separate three questions
First ask whether an intervention improves an eligible measure. Then ask whether it changes the complete rating. Finally ask how the resulting rating affects payment under the applicable rules. Do not skip the middle question.
Show a range of operating outcomes
Use conservative and stronger scenarios for reach, resolution, and later qualifying evidence. Give the assumptions an owner. A useful business case explains what would make its result wrong as clearly as what would make it work.
Track spending and evidence together
Assign an intervention cost, review date, and evidence standard before launching. Keep operational activity, measured improvement, and any financial effect as separate observations. This avoids counting projected dollars as realized savings.
Take this to your next review
Bring a dated source, the assumption you are using, the person responsible for the next action, and the evidence you will review. Keep official methodology separate from local planning choices.
Reference desk
These resources support the program context. The workflow above is AdherenceStar’s suggested practice, not a CMS-mandated procedure.
eCFR · 42 CFR 422.258, benchmark calculation ↗CMS · 2026 Star Ratings fact sheet ↗