IS Atlas
ms·2016년 7월 19일

OrganJet: Overcoming Geographical Disparities in Access to Deceased Donor Kidneys in the United States

Barış Ata, Anton Skaro, Sridhar Tayur

Management Science

82
피인용
7.2
FWCI
19
IS/마케팅/OM 탑저널 피인용
72
IS/마케팅/OM 탑저널 참고문헌
01Abstract

There are over 90,000 patients in the United States waiting for a kidney transplant. Under the current allocation policy, the vast majority of deceased organs are allocated locally. This causes significant disparities in waiting times and access to transplant across different geographical areas. To ameliorate this inequity, we propose an operational solution that offers affordable jet services (OrganJet) to patients on the transplant waiting list, allowing them to list in multiple different, and possibly very distant, donation service areas (DSAs) of their choosing. First, using a fluid approximation, we formulate the patients’ problem of choosing a location to multiple list as a selfish routing game in which each patient tries to minimize his “congestion cost,” i.e., maximize his life expectancy. Through a combination of numerical, simulation, and analytical results, we show that multiple listing can lead to a significant improvement in geographic equity. In the special case when sufficiently many patients can multiple list, the geographic inequity disappears. Moreover, the supply of deceased donor organs increases under multiple listing, leading to more transplants and saved lives. We also consider a diffusion approximation and study the resulting multiple-listing game. The equilibrium outcome under the diffusion approximation is a second-order perturbation of that under the selfish routing formulation. In particular, the geographic equity metric, waiting times, and probabilities of receiving a transplant at various DSAs in equilibrium are second-order perturbations of those predicted by the selfish routing equilibrium. Hence, the analysis under the diffusion approximation also supports the finding that multiple listing leads to an improvement in geographic equity. In addition, restricting attention to the special case of sufficiently many patients multiple listing leads to an explicit characterization of the equilibria, which in turn yields additional structural insights. Last, we undertake a simulation study that supports aforementioned findings. This paper was accepted by Assaf Zeevi, stochastic models and simulation.

02연구 흐름

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03비슷한 논문

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04이후 연구

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05선행 연구

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06서지 정보