# AI, Interoperability, and the Next Era of Quality Measurement with Jeff Geppert Page: https://stenobird.com/podcast/turn-on-the-lights-podcast-6307880/ai-interoperability-and-the-next-era-of-quality-measurement-with-jeff-geppert Text version: https://stenobird.com/podcast/turn-on-the-lights-podcast-6307880/ai-interoperability-and-the-next-era-of-quality-measurement-with-jeff-geppert.md Podcast: [Turn on the Lights Podcast](https://stenobird.com/podcast/turn-on-the-lights-podcast-6307880) Published: 2026-03-06T11:00:00+00:00 Episode link: https://traffic.megaphone.fm/NSSMO6984677232.mp3?updated=1772125831 Audio file: https://traffic.megaphone.fm/NSSMO6984677232.mp3?updated=1772125831 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/turn-on-the-lights-podcast-6307880/episodes/ai-interoperability-and-the-next-era-of-quality-measurement-with-jeff-geppert Duration seconds: 2510 ## Resource How do health care quality measures get created, and are we measuring too much? In this episode, Jeff Geppert, Senior Research Leader at Battelle Memorial Institute, discusses the lifecycle and future of health care quality measurement in value-based care. He explains how measures move from multi-year development and evidence testing through endorsement and CMS rulemaking before being implemented in federal programs. He addresses concerns about measurement overload, noting that health care complexity has driven the growth in measures but that rising infrastructure costs, interoperability demands, and AI adoption may force greater focus and parsimony. He also shares why he’s optimistic that emerging technologies will better align quality measurement with quality improvement, helping uncover root causes of variation and drive meaningful value in care delivery. Tune in to explore where health care measurement is headed, and why the future may be more focused, fair, and impactful than ever. Resources: Connect with and follow Jeff Geppert on LinkedIn. Follow Battelle Memorial Institute on LinkedIn and explore their website! Learn more about your ad choices. Visit megaphone.fm/adchoices ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/turn-on-the-lights-podcast-6307880/episodes/ai-interoperability-and-the-next-era-of-quality-measurement-with-jeff-geppert/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/turn-on-the-lights-podcast-6307880/ai-interoperability-and-the-next-era-of-quality-measurement-with-jeff-geppert.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.