ksb-d11-k0039

name: "KSB-D11-K0039" description: "Population Health Management: Risk stratification at scale, intervention targeting, outcome prediction, resource optimization..." version: "1.0.0" domain: "D11" domain_name: "Risk Management" type: "Knowledge" proficiency_level: "L1" bloom_level: "understand" triggers: - "explain population health management" - "what is population health management" - "explain population health management" epa_mapping: "EPA-07, EPA-08, EPA-16" cpa_mapping: "CPA-03" regulatory_refs: "FDA-STAT-002, EMA-GVP-002, EMA-GVP-012, UK-MHRA-009"

KSB-D11-K0039: Population Health Management

Overview

Domain: D11 - Risk Management Type: Knowledge Proficiency Level: L1 (Novice - Direct supervision required) Bloom Level: Understand

Description

Risk stratification at scale, intervention targeting, outcome prediction, resource optimization

Context

• Major Section: Risk Management Theoretical Foundation and Implementation Science
• Section: AI-Enhanced Healthcare System Optimization

EPA Mapping

• EPA-07:3016-3017
• EPA-08:3018-3019
• EPA-16:3035-3036

CPA Pathway

• CPA-03

Regulatory References

• FDA-STAT-002
• EMA-GVP-002
• EMA-GVP-012
• UK-MHRA-009

Instructions

When this skill is activated, Claude should:

1. Demonstrate L1 proficiency in population health management
2. Apply understand level cognitive skills to explain the topic
3. Reference relevant regulatory guidance (FDA-STAT-002, EMA-GVP-002, EMA-GVP-012, UK-MHRA-009)
4. Connect to related EPAs: EPA-07, EPA-08, EPA-16

Key Competencies

• Risk stratification at scale, intervention targeting, outcome prediction, resource optimization

Assessment Criteria

• Can explain core concepts independently
• Demonstrates understanding of regulatory context
• Applies knowledge appropriately to PV scenarios

Related Skills

• Other D11 skills in AI-Enhanced Healthcare System Optimization
• Cross-domain integrations per DAG architecture

Generated from PV KSB Framework v1.0 | 2025-12-31