Prospective and Retrospective Risk Adjustment Strategies Flashcards

What is the key distinction between prospective and retrospective risk adjustment activities from a compliance standpoint?

Answer: Retrospective activities must be supported by face-to-face encounter documentation; prospective activities occur during live patient visits

Retrospective diagnoses must be supported by valid face-to-face encounter documentation; prospective activities capture diagnoses during actual patient encounters, making both compliant when properly documented.

Which of the following is a risk associated with relying solely on retrospective chart reviews for risk adjustment?

Answer: Diagnoses found may lack face-to-face encounter documentation required by CMS

A key risk of retrospective reviews is discovering diagnoses in records that were never linked to a valid face-to-face encounter, which CMS requires for HCC capture under Medicare Advantage.

Provider education is a critical component of prospective risk adjustment because it:

Answer: Ensures providers document the specificity and acuity of chronic conditions during patient encounters

Provider education in prospective risk adjustment focuses on teaching clinicians to document chronic conditions with appropriate specificity and acuity so that diagnoses are captured accurately during encounters.

A health plan identifies that many of its members with COPD do not have a COPD diagnosis in their encounter data despite having inhalers on their pharmacy records. The BEST first step in a prospective strategy is to:

Answer: Work with providers to schedule these members for visits and ensure COPD is documented if clinically supported

The prospective approach is to engage providers to schedule affected members, confirm the diagnosis clinically, and ensure it is properly documented during a face-to-face encounter.

In retrospective risk adjustment, what does 'medical record abstraction' involve?

Answer: Reviewing clinical records to identify diagnoses that support HCC capture and were not submitted via encounter data

Medical record abstraction in retrospective risk adjustment involves trained coders reviewing clinical documentation to identify HCC-relevant diagnoses that may not have been captured in the original encounter submission.

Which of the following statements about the timing of risk adjustment data submission is CORRECT?

Answer: Diagnoses from the benefit year can be submitted on an ongoing basis throughout the year and up to the final sweep deadline

Medicare Advantage plans can submit encounter data on an ongoing basis throughout the benefit year and into the following year up to the final risk score reconciliation deadline.

A health plan's risk adjustment strategy includes both prospective outreach AND retrospective chart review. The PRIMARY advantage of this combined approach is:

Answer: It maximizes HCC capture by addressing gaps both during and after the service year

A combined prospective and retrospective strategy is most effective because it captures diagnoses during care delivery while also ensuring that any gaps missed prospectively are identified through post-service chart review.