specialty pharmacy data

Active Patient Definition in Specialty Pharma: The Rules Behind the Number on Your Dashboard

How to define an active patient in specialty pharma: grace periods, days supply, as-of dates, transfers and free drug, and why each rule moves the count.

Specialty Pharmacy Status Codes: How to Map SP and Hub Statuses Into One Patient Status Model

Every specialty pharmacy and hub sends its own status codes. How to map them into one patient status model leadership can read and act on.

Pharma Commercial Data Warehouse: How to Build, Buy or Outsource One

A buyer's guide to the pharma commercial data warehouse: the data feeds, build vs buy vs managed, launch timelines, cost drivers and an RFP checklist.

Patient Tokenization in Specialty Pharma: What It Links, What It Cannot, and What to Check

How patient tokens link hub, specialty pharmacy and claims data without sharing identities, where matches fail, and what leaders should check.

Automating the Weekly Patient Services Report: Why It Is Still Rebuilt by Hand, and How to Stop

Why the weekly hub and specialty pharmacy report is still rebuilt by hand in specialty pharma, what it costs, and how to automate it in five steps.

Prescription Abandonment vs Reversal in Specialty Pharma: Definitions That Hold Up in a QBR

Abandonment, reversal, rejection and discontinuation are four different events. How to define and measure each from SP, hub and claims data.

Patient Access KPIs

This is where Patient Access KPIs (Key Performance Indicators) become essential. A well designed KPI set helps Market Access, Patient Services, and Commercial teams monitor the health of the...

What Specialty Pharmacy Data Is and How Pharma Should Use It

In the ecosystem of patient access, specialty pharmacies are essential. Prescription intake, benefits verification, prior authorization coordination, dispensing, refills, and adherence support are...

Patient Access Dashboards: KPIs to Track Time to Therapy and Conversions

Patient Access Dashboards: KPIs to Track Time to Therapy and Conversions In today’s healthcare landscape where patient experience, treatment speed, and operational efficiency matter more than ever...