AMDIS Roundtable: Next Gen Data Governance

Описание: Data governance often sounds technical, but its real impact shows up at the bedside. This episode explores how unclear data definitions, inconsistent metrics, and poorly governed information can slow care, erode clinician trust, and limit the effectiveness of AI in healthcare. Informatics leaders Dr. John Lee, Dr. Howard Landa, and Dr. Mark Pierce share practical insights on how thoughtful data design supports better clinical decisions, safer care delivery, and more reliable health technology outcomes.

Guests: Dr. John Lee, President HIT Advisors; Dr. Howard Landa, CMIO Adventist Health; Dr. Mark Pierce, Former CMIO Parkview Health System
Host: Gregg Malkary - Spyglass Consulting Group - https://spyglass-consulting.com/ Lighthouse Healthtech - https:Lighthouse-healthtech.com
Cohost: Keith Washington - Companions in Courage Foundation - https://cic16.org/
Sponsored by: Simplifi Medical https://www.SimplifiMedical.com
Audio/Video: Tim Jones - Health Nuts Media - https://healthnutsmedia.com/
Marketing: Josh Troop - Troop-Creative - https://www.troop-creative.com
Learn More at: www.beyond-blueprint.com

Chapters:
00:00 | Why Data Governance Gets Ignored
02:01 | Data Governance as a Patient-Safety Issue
04:25 | When Data Helps — and When It Slows Care
06:29 | Too Much Information, Not Enough Clarity
09:14 | The “Raiders of the Lost Ark” Data Warehouse Problem
11:04 | Why Leaders Delay Governance Work
13:06 | The Real Investment Required
14:28 | The PD-Not-PDSA Cycle in Healthcare
15:16 | AI Fails Without Clean Data
16:55 | What Breaks When Definitions Differ
18:05 | Bad Data at the Bedside: A Stroke Decision
20:19 | How Trust in Data Is Lost
23:13 | Silent Workarounds Across Hospitals
25:18 | Where Organizations Should Start
27:15 | Making Data Actionable for Clinicians
29:26 | Governance as Organizational DNA
31:24 | Aligning AI Governance With Data Governance
32:13 | Use AI to Clean Data First
34:15 | Bias, Training Data, and Clinical Risk
36:29 | Final Message: When Rules Are Unclear, Care Suffers

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