Module 5 Narration

Module 5 Narration#

Opening#

Open with the professional setting: a clinical informatics committee evaluating decision support before adding it to a clinician workflow. Ask students what decision is being made, who is affected, and what evidence would be persuasive to a skeptical reviewer.

Middle#

Move through the module in four passes:

  1. Define Human factors and alert fatigue in the context of AI for Clinical Decision Support.

  2. Walk through the lab as a proxy-data exercise, emphasizing what it can and cannot show.

  3. Compare a baseline with an AI-enabled or more sophisticated alternative.

  4. Translate the result into stakeholder language: recommendation, risk, mitigation, and next evidence.

Closing#

Close by returning to the module artifact: clinical decision support safety case with escalation, override, and monitoring requirements focused on human factors and alert fatigue: Evaluate an alerting scenario.. Students should leave knowing exactly what artifact they are producing and how it will be judged.