The Execution Gap

A provider can have a lot of quality opportunity and still have limited capacity to execute it.

In this episode of The Execution Gap, I share a lesson from my experience being responsible for Medicare Advantage contract performance: identified opportunity and executable opportunity are not the same thing.

As plans move into the MY2026 Q4 push, that distinction matters.

A practice may have hundreds of open gaps, but the real constraint...

Plan Preview 2 is out.

In this special episode, Peter Saah steps away from the Provider Performance Playbook to talk through what Stars leaders should be thinking about now — before final ratings are public and before MY2026 closes.

The episode focuses on the difference between a disappointing result and a truly incorrect one, how cut-point movement can affect Star assignments, and why an unexpected outcome does not automatical...

What happens when a health plan’s strongest provider relationship depends on one person?

In this episode, Peter Saah explores the hidden risk of key-person dependency in provider engagement.

A provider relationship may look strong because one representative knows the history, the real decision-makers, unresolved issues, communication preferences, and what the provider actually responds to.

But when that person leaves, how much o...

Why Health Plans Make Provider Performance Harder Than It Needs to Be

Provider performance problems are often treated as engagement problems.

But what if the bigger issue is friction?

In this episode of The Execution Gap, I break down how unnecessary complexity inside health plan quality programs can slow provider action, reduce evidence yield, delay gap closure, and ultimately hurt performance.

I cover five forms of provider friction:

When provider performance isn’t moving, the answer is not always a bigger incentive.

In this episode, Peter Saah examines the contract economics behind provider quality and asks a more fundamental question:

What does the contract actually make economically rational for the provider to do?

The discussion covers accountability, attribution, controllability, thresholds, incentive transmission, timing, reconciliation, and the differ...

When a provider stops responding, we often call them “disengaged.”

But what if disengagement isn't the problem? What if it's the symptom?

In this episode, Peter Saah explores what may actually be happening underneath provider non-response—from data credibility and damaged payer-provider relationships to decision rights and broken feedback loops.

The takeaway: before increasing outreach, diagnose what is preventing en...

Most health plans already segment providers. But here's the bigger question: Does that segmentation actually change what happens next?

In this episode of The Execution Gap, I explore why provider segmentation alone isn't enough—and why different performance problems require different interventions.

We look at the role of provider field teams, how field intelligence can reveal what dashboards can't, and why what appears to be pr...

Does more provider outreach always produce better quality outcomes?

In the Season 2 premiere of The Execution Gap, Peter Saah launches The Provider Performance Playbook, a new executive series exploring how high-performing Medicare Advantage organizations influence provider performance at scale.

Using the management principle of diminishing returns as a strategic lens, this episode examines why additional provider outreach may create...

Every quality organization has a constraint.

The challenge is that many leaders don't know where it is.

In this episode, Dr. Peter Saah explains why improving every department doesn't necessarily improve overall performance and how one operational bottleneck can determine the speed of your entire quality operation.

Using principles from manufacturing, Lean, Six Sigma, and operations management, this episode explores how executives can...

We're halfway through the MY2026 measurement year.

At this point, the question isn't "What's our strategy?" That should have been answered months ago.

The real question is:

Where should we focus the time and resources we have left?

In this episode of The Execution Gap, Dr. Peter Saah explores why the second half of the Medicare Advantage measurement year is fundamentally different from the first—and why organizations that continu...

The Medicare Advantage Stars program may be entering a new era—one where methodology decisions are increasingly challenged not only through policy channels, but in court.

The Clover Health and Elevance Health cases raise important questions for Medicare Advantage executives and quality leaders. But this episode is not about predicting how the courts will rule.

Instead, I examine three questions every Medicare Advantage executiv...

Artificial intelligence has changed medical record abstraction.

But it hasn't changed the most important question.

Can your organization trust the evidence it's submitting?

In this episode of The Execution Gap, Dr. Peter Saah explores why the future of healthcare quality isn't about reading charts faster—it's about consistently producing evidence that is compliant, audit-ready, and defensible.

While AI has become remarkably effec...

Most health plans measure chart retrieval volume.

Very few measure retrieval value.

In this episode of The Execution Gap, Dr. Peter Saah introduces the concept of the Retrieval Yield Gap and explains why retrieving more charts does not automatically create more value.

A health plan can retrieve thousands of records, hit every retrieval target, and still see little improvement in measure performance, audit readiness, or Stars outcomes.

...

Episode 11: The Evidence Utilization Gap — Why the Chart You Retrieved May Be More Valuable Than You Think

Most Medicare Advantage plans have become very good at retrieving clinical evidence.

Very few have become equally good at utilizing it.

In this episode of The Execution Gap Podcast, Peter Saah introduces the concept of the Evidence Utilization Gap — the difference between the evidence an organization acquires and the ...

Episode 9: The Audit Readiness Gap

Most healthcare quality teams focus on collecting evidence.

Far fewer focus on whether that evidence can be defended.

In this episode, Peter Saah explores a growing challenge facing health plans as ECDS reporting expands: the difference between a closed gap and an audit-ready gap.

Using a practical framework built around evidence acquisition, validation, and interpretation, Peter explains why audit re...

Episode 8: Your ECDS Data Is Only as Good as Your Provider's EHR WorkflowMost discussions about ECDS focus on interoperability, CCD ingestion, FHIR, data exchanges, and measure engines.But what if the biggest ECDS performance problem starts before any of that?What if the determining factor is the way providers document care at the point of care?In this episode of *The Execution Gap*, Peter Saah explores one of the least discussed d...

The promise of ECDS was real: real-time digital data replacing expensive, retrospective chart retrieval. The operational reality of MY2026 is more complicated. In this episode, Peter Saah breaks down exactly where the data quality problem went when hybrid reporting gave way to ECDS — why COL-E rates have been declining under ECDS since MY2024, why BPC-E is about to produce the same challenge at larger scale, why the administr...

The care happened.

The physician documented it.

The chart was retrieved.

The evidence existed.

And the measure still stayed open.

That is not a retrieval failure. That is an abstraction failure. And it is one of the least measured — but most financially consequential — problems in payer quality operations today.

In Episode 6 of The Execution Podcast, Peter Saah breaks down exactly where abstraction fails, why your vendor's su...

Most health plans are running two data programs simultaneously right now — chart retrieval for hybrid measures still in traditional reporting, and ECDS digital feeds for measures like COL-E, CCS-E, CIS-E, and IMA-E that have already transitioned. Two vendor relationships. Two sets of timelines. One member population sitting in the middle.

Nobody's budgeted for what happens when they disagree.

In Episode 5, Peter Saah breaks dow...