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.

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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
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article

The Hidden Economics of the Uveitis Specialist: A Practical Framework for Quantifying Direct, Downstream, and Strategic Contributions

Akshay S. Thomas, Mitchell T. Allphin, Eric B. Suhler, Laura J. Kopplin et al.
Figshare
Healthcare Policy and Management
article

The Hidden Economics of the Uveitis Specialist: A Practical Framework for Quantifying Direct, Downstream, and Strategic Contributions

Akshay S. Thomas, Mitchell T. Allphin, Eric B. Suhler, Laura J. Kopplin, Ogul Ersin Uner, Mark Dacey, Veena Raiji, Ananth Sastry, Pauline Merrill
article en

Abstract

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.

Figshare
Healthcare Policy and Management
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