Characterizing Rational Transplant Program Response to Outcome-Based Regulation

Author:

Mildebrath David1,Lee Taewoo2ORCID,Sinha Saumya3ORCID,Schaefer Andrew J.1ORCID,Gaber A. Osama4ORCID

Affiliation:

1. Department of Computational Applied Mathematics and Operations Research, Rice University, Houston, Texas 77005;

2. Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania 15260;

3. Department of Industrial & Systems Engineering, University of Minnesota, Minneapolis, Minnesota 55455;

4. Department of Surgery, Houston Methodist Hospital, Houston, Texas 77030

Abstract

U.S. health agencies periodically evaluate transplant programs based on their patients’ posttransplant survival outcomes, and a program is flagged for review if the number of unsuccessful transplants far exceeds what would be expected based on national averages. Some researchers have expressed concerns that these regulations might cause programs to reject high-risk patients, whereas others have questioned if such a response would be rational. In “Characterizing Rational Transplant Program Response to Outcome-Based Regulation,” Mildebrath et al. use chance-constrained optimization to demonstrate that it may, in fact, be rational for a transplant program to become more selective when evaluating transplant candidates for admittance to the waitlist. They also demonstrate that the regulations may unfairly penalize medium-sized programs. Moreover, their model quantifies which patients may be most at risk for adverse selection by programs. Their results provide insights to policymakers by quantitatively characterizing the response of rational programs to outcome-based regulations.

Publisher

Institute for Operations Research and the Management Sciences (INFORMS)

Subject

Management Science and Operations Research,Computer Science Applications

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