ksb-d14-k0013

name	KSB-D14-K0013
description	Data Visualization and Analytics: Sophisticated approaches to presenting complex safety data through effective visual design, includin...
version	1.0.0
domain	D14
domain_name	Communication
type	Knowledge
proficiency_level	L4
bloom_level	analyze
triggers	["explain data visualization and analytics","what is data visualization and analytics","analyze data visualization and analytics"]
epa_mapping	EPA-03
cpa_mapping	CPA-06
regulatory_refs	FDA-GUID-001, ICH-E2E, EMA-REG-001, EMA-REG-002, EMA-GVP-001, EMA-GVP-006

KSB-D14-K0013: Data Visualization and Analytics

Overview

Domain: D14 - Communication Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze

Description

Sophisticated approaches to presenting complex safety data through effective visual design, including dashboard development, infographic creation, and interactive visualization tools that enhance stakeholder understanding and decision-making.

Context

• Major Section: Core Knowledge
• Section: Technology-Enhanced Communication

EPA Mapping

• EPA-03:3006-3008

CPA Pathway

• CPA-06

Regulatory References

• FDA-GUID-001
• ICH-E2E
• EMA-REG-001
• EMA-REG-002
• EMA-GVP-001
• EMA-GVP-006

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in data visualization and analytics
2. Apply analyze level cognitive skills to analyze the topic
3. Reference relevant regulatory guidance (FDA-GUID-001, ICH-E2E, EMA-REG-001, EMA-REG-002, EMA-GVP-001, EMA-GVP-006)
4. Connect to related EPAs: EPA-03

Key Competencies

• Sophisticated approaches to presenting complex safety data through effective visual design, including dashboard development, infographic creation, and interactive visualization tools that enhance stakeholder understanding and decision-making.

Assessment Criteria

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

Related Skills

• Other D14 skills in Technology-Enhanced Communication
• Cross-domain integrations per DAG architecture

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