Real-World Data, EMR Analytics & PGx Implementation — Hands-on

Understand how real world data (RWD) and electronic medical records (EMR) can be used to operationalise pharmacogenomics in routine care. This module focuses on conceptual workflows for building PGx enabled cohorts, designing EMR data flows, configuring alerts and decision support, and planning a practical implementation roadmap.

Real-World Data, EMR Analytics & PGx Implementation

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Session Index

Session 1 — RWD & EMR Data Foundations for PGx Session 2 — Data Flows, Mapping & Quality Session 3 — PGx CDS Rules & Workflow Integration Session 4 — Mini Capstone: PGx Implementation Playbook

Session 1

Fee: Rs 8800

RWD & EMR Data Foundations for PGx

What counts as real world data and real world evidence

EMR, claims and registry data ideas prospective vs retrospective sources strengths and limitations conceptually

Basic structure of EMR data for PGx work

encounters, diagnoses and procedures medication, lab and allergy records problem list and history concepts

Where PGx information appears in the record (high level)

discrete genotype and phenotype fields narrative reports and scanned documents links to lab systems and summaries

Session 2

Fee: Rs 11800

Data Flows, Mapping & Quality

High level data flow from source EMR to analytics

clinical documentation to data warehouse PGx lab feed and result storage ideas cohort extracts for PGx studies

Coding, mapping and basic harmonisation themes

standardised medication and diagnosis concepts linking PGx results with drug records timestamp and episode alignment ideas

Data quality considerations for PGx implementation

missingness and inconsistent entries duplicates and conflicting information simple checks and monitoring dashboards

Session 3

Fee: Rs 14800

PGx CDS Rules & Workflow Integration

Concepts for PGx clinical decision support (CDS)

pre test vs post test alert ideas blocking, warning and informational messages minimising alert fatigue themes

Designing PGx rules at a high level

trigger conditions using drug and genotype mapping to phenotype and recommendation text linking to guideline references conceptually

Embedding PGx into clinical workflows and teams

order sets and result display ideas pharmacist and lab interactions governance and change control concepts

Session 4

Fee: Rs 18800

Mini Capstone: PGx Implementation Playbook

Choose a clinical area and outline a PGx workflow

summarise use case and priority medicines sketch key EMR touch points identify data sources and owners

Draft a simple PGx implementation and analytics plan

phased rollout and governance steps candidate CDS rules and reports basic metrics for adoption and impact

Deliverables: PGx implementation map and one page brief

process diagram as PDF or PPTX written summary for leadership review template for future PGx initiatives

PDF

Real-World Data, EMR Analytics & PGx Implementation Training | RWD & Clinical Decision Support

Real-World Data, EMR Analytics & PGx Implementation — Hands-on