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The Magician's Shuffle: Reusing Lottery Numbers for School Seat Redistribution

机译:魔术师的洗牌:重复使用彩票号码进行学校座位重新分配

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In many centralized school admission systems, a significant fraction of allocated seats are later vacated, often due to students obtaining better outside options. We consider the problem of reassigning these seats in a fair and efficient manner while also minimizing the movement of students between schools. Centralized admissions are typically conducted using the deferred acceptance (DA) algorithm, with a lottery used to break ties caused by indifference in school priorities. For reassignment, we propose a class of mechanisms called Permuted Lottery Deferred Acceptance (PLDA). After the initial (first-round) assignment is computed via DA, students' preferences change (get truncated) due to the revelation of their outside options. A PLDA mechanism then computes a reassignment of the students by re-running DA; however, students are guaranteed to get at least their first-round assignment (if they still want it) or a school they prefer, and ties are broken according to a permutation of the first-round lottery order. We show that a PLDA based on a reversal of the first-round lottery order performs well. Our theoretical analysis takes place in a continuum model with no school priorities. We characterize PLDA mechanisms as the class of mechanisms that satisfy a few natural properties, which include not removing students from their first-round assignments against their will, a strong form of strategyproofness (against manipulations involving misreporting both the original and changed preferences), and certain efficiency and fairness axioms. We then identify a technical condition, called the order condition, essentially requiring that the change in preferences does not modify the relative overdemand for schools. When the order condition is satisfied, all PLDA mechanisms yield identical allocative efficiency, and among all of them, the lottery-reversal based PLDA reassigns the minimal amount of students (from their first-round assignments). Finally, we conduct computational experiments and obtain results that support our theoretical findings. Specifically, we use data from NYC's school choice program to simulate the performance of different PLDA mechanisms in the presence of school priorities, and find that all simulated PLDAs have similar allocative efficiency, while the lottery-reversal based PLDA minimizes the number of reassigned students.
机译:在许多集中式学校录取系统中,很大一部分分配的席位后来被腾空,这通常是由于学生获得了更好的外部选择。我们考虑以公平,有效的方式重新分配这些座位的问题,同时还要尽量减少学生在学校之间的流动。集中式入学通常使用递延验收(DA)算法进行,彩票用于打破因学校优先事项漠不关心而引起的联系。对于重新分配,我们提出了一类称为置换彩票延期接受(PLDA)的机制。通过DA计算初始(第一轮)作业后,由于外界选择的启示,学生的偏好发生了变化(被截断)。然后,PLDA机制通过重新运行DA来计算学生的重新分配;但是,保证学生至少获得他们的第一轮作业(如果他们仍然想要的话)或他们喜欢的学校,并且根据第一轮彩票顺序的变化打破联系。我们证明,基于第一轮抽签顺序反转的PLDA表现良好。我们的理论分析是在没有学校优先级的连续模型中进行的。我们将PLDA机制描述为满足一些自然属性的一类机制,其中包括不违背自己的意愿将学生从他们的第一轮作业中删除,强大的策略证明形式(反对对原始和变更的偏好进行错误报告的操纵),以及一定的效率和公平性公理。然后,我们确定一种技术条件,称为顺序条件,该条件本质上要求偏好的更改不会改变学校的相对需求。当满足订购条件时,所有PLDA机制都会产生相同的分配效率,并且在所有这些之中,基于抽奖反转的PLDA重新分配了最少的学生人数(来自他们的第一轮作业)。最后,我们进行计算实验并获得支持我们理论发现的结果。具体而言,我们使用来自纽约市学校选择计划的数据来模拟存在学校优先事项时不同PLDA机制的表现,并发现所有模拟的PLDA都具有相似的分配效率,而基于抽奖反转的PLDA可以最大程度地减少重新分配学生的数量。

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