| name | KSB-D07-K0019 |
| description | Data Enrichment Technologies: Automated coding suggestions, missing data imputation, reference data integration, external source l... |
| version | 1.0.0 |
| domain | D07 |
| domain_name | Spontaneous Reporting Systems |
| type | Knowledge |
| proficiency_level | L1 |
| bloom_level | understand |
| triggers | ["explain data enrichment technologies","what is data enrichment technologies","explain data enrichment technologies"] |
| epa_mapping | EPA-02, EPA-04, EPA-05 |
| cpa_mapping | CPA-02, CPA-05 |
| regulatory_refs | FDA-CFR-002, ICH-E2C(R2), ICH-E2F, EMA-GVP-004 |
KSB-D07-K0019: Data Enrichment Technologies
Overview
Domain: D07 - Spontaneous Reporting Systems
Type: Knowledge
Proficiency Level: L1 (Novice - Direct supervision required)
Bloom Level: Understand
Description
Automated coding suggestions, missing data imputation, reference data integration, external source linkage
Context
- Major Section: Global Spontaneous Reporting System Architecture
- Section: AI-Enhanced Data Quality Management
EPA Mapping
- EPA-02:3004-3005
- EPA-04:3009-3010
- EPA-05:3011-3012
CPA Pathway
Regulatory References
- FDA-CFR-002
- ICH-E2C(R2)
- ICH-E2F
- EMA-GVP-004
Instructions
When this skill is activated, Claude should:
- Demonstrate L1 proficiency in data enrichment technologies
- Apply understand level cognitive skills to explain the topic
- Reference relevant regulatory guidance (FDA-CFR-002, ICH-E2C(R2), ICH-E2F, EMA-GVP-004)
- Connect to related EPAs: EPA-02, EPA-04, EPA-05
Key Competencies
- Automated coding suggestions, missing data imputation, reference data integration, external source linkage
Assessment Criteria
- Can explain core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D07 skills in AI-Enhanced Data Quality Management
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31
