How I Doctor with Dr. Graham Walker

What Will It Take to Actually Build a Quality Healthcare System? NCQA's New CEO Dr. Vivek Garg Has a Plan

Feb 26, 2026
Dr. Vivek Garg, an internist and NCQA President and CEO who led quality work at Humana Centerwell, discusses how quality measures are built and why many miss the full clinical picture. He critiques data gaps, the strain on small practices, and the limits of financial incentives. He also weighs realistic roles for AI and why primary care must be the focus for true system improvement.
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INSIGHT

Quality Exists In Pockets Not Systemwide

  • The U.S. has pockets of world-class care but lacks a consistent, systematic high-quality healthcare system.
  • Vivek Garg points to uneven geography, resources, and access to comprehensive primary care as drivers of that variation.
INSIGHT

NCQA Measures Capture Some But Not All Quality

  • NCQA defines quality via accreditation standards, measures for disease management, prevention, utilization, and growing patient-reported outcomes.
  • Garg emphasizes gaps: patient experience, clinician judgment, and specialist coordination aren't fully captured by current measures.
ANECDOTE

How A New NCQA Measure Is Built

  • Measure development begins with stakeholders, research, and test deployment over a one- to two-year cycle reviewed by an independent Clinical Performance Measurement Committee.
  • Garg describes prototyping, data feasibility checks, statistical validation, and committee sign-off before measures are finalized.
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