Gibbons Robert D, Duan Naihua, Meltzer David, Pope Andrew, Penhoet Edward D, Dubler Nancy N, Francis Charles, Gill Barbara, Guinan Eva, Henderson Maureen, Ildstad Suzanne T, King Patricia A, Martinez-Maldonado Manuel, McLain George E, Murray Joseph, Nelkin Dorothy, Spellman Mitchell W, Pitluck Sarah
Center for Health Statistics, University of Illinois at Chicago, 1601 W. Taylor, Chicago, IL 60612, USA.
Biostatistics. 2003 Apr;4(2):207-22. doi: 10.1093/biostatistics/4.2.207.
One of the most visible and contentious issues regarding the fairness of the original system of organ procurement and allocation is the argument that it resulted in great disparities in the total amount of time a patient waited for an organ (i.e. the time from registration at a transplantation center to transplant), depending on where he or she lived. In an attempt to resolve this debate, Congress charged the National Academy of Sciences, Institute of Medicine to perform an independent study of the original system and proposed rule changes. In an analysis of approximately 68,000 transplant waiting list records, the committee developed several conclusions and recommendations largely specific to liver transplantation policies. The purpose of this paper is to describe both the results of the study and the statistical foundations of the mixed-effects multinomial logistic regression model that led to the committee's conclusions.
关于最初的器官获取与分配系统的公平性,最明显且最具争议的问题之一是,有人认为该系统导致患者等待器官的总时长(即从在移植中心登记到进行移植的时间)因居住地点不同而存在巨大差异。为了解决这一争论,国会责成美国国家科学院医学研究所对原系统进行独立研究并提出规则变更建议。在对约68000份移植等待名单记录进行分析后,委员会得出了多项结论和建议,这些结论和建议大多专门针对肝移植政策。本文旨在描述该研究的结果以及得出委员会结论的混合效应多项逻辑回归模型的统计基础。