Use Case: From local Value-Based Healthcare implementation to network-wide alignment

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Building a shared data quality roadmap for a multi-centre value-based care organisation

Pexels rdne 6129646

Context and challenge

This hospital has already implemented Value-Based Healthcare (VBHC) in psoriasis care, supported by structured clinical data, patient-reported outcomes, and cost information. The next step was to extend this VBHC approach to other hospitals within the network.

The challenge was that:

  • Participating hospitals differed in data systems and workflows
  • Responsibilities for data entry, validation and governance varied across sites
  • Meaningful benchmarking required consistent, high-quality data across centres

What worked locally at this hospital could not simply be copied to the network without a shared and scalable data quality approach.

Why they needed the Masterclass

The hospital needed support to move from a local VBHC setup to a network-ready model.

They were looking for a method to:

  • Define data quality standards which could serve as a benchmark for allowing new sites
  • Clarify how data should be captured and validated across hospitals
  • Document data flows and responsibilities in a reproducible way
  • Support onboarding of new hospitals with different maturity levels

The goal was not to redesign VBHC, but to make it transferable and comparable across the network.

Pexels artempodrez 5716000
PXL 20251016 124510177 MP

What the Masterclass delivered

A structured, reusable data quality roadmap that enables this hospital to scale VBHC from a single hospital to a connected network.

The approach provides them with:

  • Tools and methods to assess whether a new hospital is ready to join the VBHC network
  • Clear criteria to evaluate data quality, data flows, and governance maturity
  • Insight into where gaps exist when a site does not yet meet the benchmark
  • A way to guide and support new sites towards the required standards

From ad hoc inclusion to a transparent and guided onboarding process ensuring that participating hospitals contribute trustworthy and comparable data