Value-Based Healthcare in Practice: IDEATE, a Collaboration to Design and Test an Outcomes-Based Agreement for a Medicine in Wales

Burton, Jessica R., Halsby, Kate, de la Fuente, Graciela Sáinz, Pearson‑Stuttard, Jonathan, Sloan, Rebecca, Porter, Thomas, John, Gareth, Warburton, Andrew, Selby, Jennifer, Povey, Gail, Chowdhury, Ruhe, Bale, Catherine, Davies, Mark, Clifton-Brown, Emma and Laing, Hamish (2025) Value-Based Healthcare in Practice: IDEATE, a Collaboration to Design and Test an Outcomes-Based Agreement for a Medicine in Wales. PharmacoEconomics, 43. pp. 191-207.

Abstract

Objective
To develop a sustainable, scalable methodology for the design of outcome-based agreements (OBAs) that works on the ground and dynamically overcomes historical challenges.

Methods
Project IDEATE co-created solutions to known (and emergent) challenges via iterative workshops and real-world data analysis to develop and refine a hypothetical model for an OBA in a trusted research environment. A cross-disciplinary collaboration between National Health Service (NHS) Wales, industry and academia was developed. Data were collected from Welsh national datasets and used to construct a novel linked dataset. OBA scenarios, with different contract parameters, were analysed to assess impact on the proportion of contract payment due and the volatility of payments.

Results
An approved, in market, locally advanced and metastatic breast cancer treatment was selected as the test case. The total number of patients in the treatment cohort (2017–2020) was n = 99, and 286 in the control cohort (2014–2016). The final outcome variables selected were: (1) 1-year survival,( 2) intolerance to treatment (deferral), and (3) the total days disrupted by care. The primary scenario included all three outcomes measured at the population level and used a linear payment model. Volatility analyses demonstrated contract parameters can dramatically alter the contract output with greatest risk from a single, binary outcome contract design.

Conclusions
The design of an OBA is a complex process that requires a multi-disciplinary approach. By assessing solutions to data, outcomes and contracting challenges, IDEATE provides a strong foundation for future success of OBAs in the UK.

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