When Privacy Protection Goes Wrong: How and Why the 2020 Census Confidentiality Program Failed

IF 6.9 1区 经济学 Q1 ECONOMICS Journal of Economic Perspectives Pub Date : 2024-05-01 DOI:10.1257/jep.38.2.201
Steven Ruggles
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Abstract

The U.S. Census Bureau implemented a new disclosure control strategy for the 2020 Census that adds deliberate error to every population statistic for every geographic unit smaller than a state, including metropolitan areas, cities, and counties. This article traces the evolving rationale for the new procedures and assesses the impact of the 2020 disclosure control on data quality. The Census Bureau argues that the traditional disclosure controls used for the 2010 and earlier censuses revealed the confidential responses of millions of Americans. I argue that this claim is unsupported, and that there is no evidence that anyone's responses were compromised. The new disclosure control strategies introduce unnecessary error with no clear benefit; in fact, the new procedures may actually be less effective for protecting confidentiality than the procedures they replaced. I conclude with recommendations for minimizing disclosure risk while maximizing data utility in future censuses.
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当隐私保护出错时:2020 年人口普查保密计划如何以及为何失败
美国人口普查局在 2020 年人口普查中实施了一项新的披露控制策略,在每一个小于州的地理单元(包括大都市区、城市和县)的每一个人口统计数据中增加了故意误差。本文追溯了新程序不断演变的原理,并评估了 2020 年披露控制对数据质量的影响。人口普查局辩称,2010 年及以前的人口普查所使用的传统披露控制措施泄露了数百万美国人的保密答复。我认为,这种说法缺乏依据,没有证据表明任何人的回答受到了泄露。新的披露控制策略带来了不必要的错误,却没有明显的益处;事实上,新程序在保护机密性方面的效果可能不如它们所取代的程序。最后,我提出了一些建议,以便在今后的普查中最大限度地降低披露风险,同时最大限度地提高数据效用。
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CiteScore
14.00
自引率
0.00%
发文量
48
期刊介绍: The Journal of Economic Perspectives (JEP) bridges the gap between general interest press and typical academic economics journals. It aims to publish articles that synthesize economic research, analyze public policy issues, encourage interdisciplinary thinking, and offer accessible insights into state-of-the-art economic concepts. The journal also serves to suggest future research directions, provide materials for classroom use, and address issues within the economics profession. Articles are typically solicited by editors and associate editors, and proposals for topics and authors can be directed to the journal office.
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