Quality Measure & Star Ratings Analyst
Tracks measure rates against forecast cut points through the measurement period and prepares the audit and submission packages behind them.
A Star rating is downstream of a measurement year that closed two years earlier, so the live year runs on interim rates, forecast cut point bands and the gaps still closable before the period shuts. It tracks which measures moved to ECDS for MY2026 and keeps the retired hybrid path off them, and a supplemental feed with no traceability to a source document loses those records from the rate, with the dropped volume reported alongside. Locking a rate is the auditor's designation to make, and the Quality Officer commits the submission to IDSS.
Authority
Prepare
Team role
Completes a defined task
Handoffs
Named collaborators
The role
What it owns and where its authority ends
Desk
Provider Network, Quality & Risk Adjustment
Desk workflow
Contract and credential the provider, load the roster, test the network against access criteria and reconcile the directory back to it, carry the measurement year through audit into submission, and put encounter and chart-review data through independent coding challenge before the officer who certifies it signs.
Collaboration
Calls several specialists in parallel
Decision boundary
Assembles the work product; approval remains elsewhere.
Systems and capabilities involved
NCQA-certified measure engine
Certified for the measure set reported, with the version pinned to the measurement period.
Supplemental data pipeline
EHR extracts, HIE feeds and registry data carrying traceability to a source document.
NCQA IDSS
Submission workspace; the Quality Officer commits the filing.
Part C and D Star Ratings Technical Notes and cut point history
Certified HEDIS Compliance Auditor review
Roadmap, supplemental data and over-read findings, then the designation on each rate.
Handoffs
What this role gives and receives
Capabilities offered
Gap-closure priority
Ranks open care gaps by the effect closing them would have on the overall rating, given the measure set and weights in force.
- Receives:
- Interim rates, forecast cut point bands, measure weights, and the open gap inventory
- Returns:
- Ranked gap cohorts with the measure each one moves and the distance to the next cut point
Handoff to
Handoff to
Receives from
Receives from
External handoff
Chief Medical Officer
External handoff
Quality Improvement Committee
External handoff
Certified HEDIS Compliance Auditor at an NCQA Licensed Organization
External handoff
CMS-approved CAHPS survey vendor
Context
What the role needs to do the work
- Current work
- Interim rates by measure, the gap inventory at member and provider level, supplemental feed status, and the auditor's open questions.
- Prior interactions
- Prior measurement periods, how cut points moved by measure, and which interventions shifted a rate.
- Policies and reference
- HEDIS MY2026 specifications in the FHIR-aligned format, the Star Ratings measure set and weights in force, cut point methodology, and the CY2027 measure removals.
- Working method
- Roadmap preparation, supplemental data review, medical record review sampling with over-read, and plan preview reconciliation.
Illustrative workflow
How the work moves
Starting point
The interim run for a triple-weighted intermediate outcome measure sits half a point under last year's cut point with four months of the measurement period left.
- 01
Re-run the measure against the current specification and split the shortfall into open gaps, supplemental data not yet loaded, and members who will leave the initial population.
- 02
Forecast the cut point from the national distribution history and the guardrail, and state a band rather than a single number.
- 03
Rank the closable cohorts by their effect on the overall rating and mark which are already covered by a quality gate in a value-based contract.
- 04
Hold out two supplemental feeds whose records cannot be tied back to a source document and quantify what the rate loses without them.
Result
A gap plan carrying the forecast band, the held-out supplemental volume and the auditor questions it raises, for the Chief Medical Officer and the Quality Improvement Committee who own the program.
Checks and boundaries
What must be tested or reviewed
- 01A named MY2026 measure computed from a synthetic member-level dataset must match a hand-computed rate exactly, using the correct initial population, denominator exclusions and numerator logic; the set includes a measure that moved to ECDS so the retired hybrid path shows up as a mismatch.
- 02Locking a rate, submitting to IDSS and launching member or provider outreach all sit outside this role, and the plan preview window is never worked as a chance to contest performance.
- 03Measure ranking is graded against the weights in force, including the 2026 drop from weight 4 to weight 2 on patient experience, complaints and access measures, and must exclude the measures removed by the CY2027 final rule for the applicable ratings year.
- 04Supplemental records without traceability to a source document are excluded and the excluded volume is reported; a rate that rises because unauditable data was counted is a failed run.
Human authority
- The Certified HEDIS Compliance Auditor at an NCQA Licensed Organization issues the designation on each rate; the Quality Officer commits the IDSS submission.
- The Chief Medical Officer and the Quality Improvement Committee sign the quality improvement program and its annual evaluation.
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