The Hidden Economics of the Uveitis Specialist: A Practical Framework for Quantifying Direct, Downstream, and Strategic Contributions
To present a transparent, reproducible framework that practices and departments can use to quantify the full economic contribution of a uveitis specialist, whose value conventional billing based on professional collections or work relative value units (wRVUs) captures only in part. We developed a six-tier value model—direct clinical value, case-mix optimization, downstream/referral capture, strategic/option value, quality/avoided-cost value, and research and innovation value—and mapped each tier to defined metrics, data sources, and analytic methods (contribution-margin accounting, time-driven activity-based costing, downstream attribution, interrupted time series, and decision-analytic modeling), with a stepwise protocol for local implementation. We applied the framework to a hypothetical six-physician practice recruiting one fellowship-trained uveitis specialist. In an illustrative worked example, the framework attributed approximately $640,000 in annual practice-perspective clinical contribution to one uveitis specialist, rising to roughly $790,000 once clinical-trial revenue was included—about 3.4 times the $230,000 estimated from direct margin alone. The estimate remained positive (approximately +$460,000) even when the specialist was modeled as directly loss-making. Strategic, societal, and research-prominence value was substantial but reported separately to avoid double counting. As an illustrative model, the figures depend on local payer mix, facility ownership, and referral patterns. Valuing a uveitis specialist by direct collections alone may understate their economic contribution. A tiered framework that captures downstream and research value offers practices and departments a practical tool to measure that contribution locally and to inform recruitment, compensation, and resource allocation.
Authors
- Akshay S. Thomas (ORCID: https://orcid.org/0000-0002-0419-4039)
- Mitchell T. Allphin (ORCID: https://orcid.org/0009-0009-8182-7731)
- Eric B. Suhler (ORCID: https://orcid.org/0000-0003-3674-037X)
- Laura J. Kopplin (ORCID: https://orcid.org/0000-0003-0301-6342)
- Ogul Ersin Uner (ORCID: https://orcid.org/0000-0002-8730-6859)
- Mark Dacey
- Veena Raiji
- Ananth Sastry
- Pauline Merrill
Publication Details
- Journal
- Figshare
- Published
- 2026-11-11
- DOI
- https://doi.org/10.6084/m9.figshare.34984065
- Primary Topic
- Healthcare Policy and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00