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The Damages and Distortions from Discrimination in the Rental Housing Market 租赁住房市场歧视的损害与扭曲
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2023-06-16 DOI: 10.1093/qje/qjad029
Peter Christensen, Christopher Timmins
By constraining an individual’s choice during a search, housing discrimination distorts sorting decisions away from true preferences and results in a ceteris paribus reduction in welfare. This study combines a large-scale field experiment with a residential sorting model to derive utility-theoretic measures of renter welfare loss associated with the constraints imposed by discrimination in the rental housing market. Results from experiments conducted in five cities show that key neighborhood amenities are associated with higher levels of discrimination. Counterfactual simulations based on the sorting model suggest that discrimination imposes damages equivalent to 4.4% and 3.5% of the annual incomes for African American and Hispanic/Latinx renters, respectively. Damages are increasing in income for African American renters, such that impacts become stronger for economically mobile households. Renters of color must make substantial investments in additional search to mitigate the costs of these constraints. We find that a naive model ignoring discrimination constraints yields biased estimates of willingness to pay for key neighborhood amenities.
住房歧视在搜索过程中限制了个人的选择,使排序决策偏离了真正的偏好,并导致福利在其他条件下的减少。本研究结合大规模实地实验与住宅分类模型,推导出租赁住房市场歧视约束下租房者福利损失的效用理论测度。在五个城市进行的实验结果表明,关键的社区设施与更高程度的歧视有关。基于分类模型的反事实模拟表明,对非裔美国人和西班牙裔/拉丁裔租房者来说,歧视造成的损失分别相当于年收入的4.4%和3.5%。非裔美国人租房者的收入损失正在增加,因此对经济流动性家庭的影响变得更大。有色人种的租房者必须在额外的搜索上进行大量投资,以减轻这些限制的成本。我们发现,忽略歧视约束的幼稚模型会产生对关键社区设施支付意愿的偏差估计。
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引用次数: 0
Children’s Indirect Exposure to the U.S. Justice System: Evidence from Longitudinal Links Between Survey and Administrative Data 儿童对美国司法系统的间接暴露:来自调查和行政数据之间纵向联系的证据
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2023-06-09 DOI: 10.1093/qje/qjad021
Keith Finlay, Michael Mueller-Smith, Brittany Street
Children’s indirect exposure to the justice system through biological parents or coresident adults is both a marker of their own vulnerability and a measure of the justice system’s expansive reach in society. Estimating the size of this population for the United States has historically been hampered by inadequate data resources, including the inability to (1) observe nonincarceration events, (2) follow children throughout their childhood, and (3) measure adult nonbiological parent cohabitants. To overcome these challenges, we leverage billions of restricted administrative and survey records linked with Criminal Justice Administrative Records System data, and find substantially larger exposure rates than previously reported: prison, 9% of children born between 1999–2005; felony conviction, 18%; and any criminal charge, 39%. Charge exposure rates exceed 60% for Black, American Indian, and low-income children. While broader definitions reach a more expansive population, strong and consistently negative correlations with childhood well-being suggest these remain valuable predictors of vulnerability. Finally, we document substantial geographic variation in exposure, which we leverage in a movers design to estimate the effect of living in a high-exposure county during childhood. We find that children moving into high-exposure counties are more likely to experience postmove exposure events and exhibit significantly worse outcomes by age 26 on multiple dimensions (earnings, criminal activity, teen parenthood, mortality); impacts are strongest for those who moved at earlier ages.
儿童通过亲生父母或共同成人间接接触司法系统,既是他们自身脆弱性的标志,也是司法系统在社会中广泛影响的衡量标准。由于数据资源不足,估计美国这一人口的规模历来受到阻碍,包括无法(1)观察非监禁事件,(2)跟踪儿童的整个童年,(3)测量非亲生父母的成年同居者。为了克服这些挑战,我们利用了与刑事司法行政记录系统数据相关的数十亿受限制的行政和调查记录,发现暴露率比之前报道的要高得多:监狱,1999-2005年间出生的儿童中有9%;重罪定罪,18%;任何刑事指控,39%。黑人、美洲印第安人和低收入家庭儿童的收费暴露率超过60%。虽然更广泛的定义适用于更广泛的人群,但与儿童福祉的强烈且持续的负相关表明,这些仍然是脆弱性的有价值的预测指标。最后,我们记录了暴露的大量地理差异,我们在搬运工设计中利用这些差异来估计童年时期生活在高暴露县的影响。我们发现,搬到高暴露县的儿童更有可能经历迁移后暴露事件,并且在26岁时在多个维度(收入、犯罪活动、青少年父母身份、死亡率)上表现出明显更差的结果;对于那些在较早年龄搬家的人来说,影响最大。
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引用次数: 0
A Quantity-Driven Theory of Term Premia and Exchange Rates 期限溢价和汇率的数量驱动理论
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2023-05-27 DOI: 10.1093/qje/qjad024
Robin Greenwood, Samuel Hanson, Jeremy C Stein, Adi Sunderam
We develop a model in which specialized bond investors must absorb shocks to the supply and demand for long-term bonds in two currencies. Since long-term bonds and foreign exchange are both exposed to unexpected movements in short-term interest rates, a shift in the supply of long-term bonds in one currency influences the foreign exchange rate between the two currencies, as well as bond term premia in both currencies. Our model matches several important empirical patterns, including the comovement between exchange rates and term premia, as well as the finding that central banks’ quantitative-easing policies impact exchange rates. An extension of our model links spot exchange rates to the persistent deviations from covered interest rate parity that have emerged since 2008.
我们开发了一个模型,在这个模型中,专业债券投资者必须吸收两种货币长期债券的供求冲击。由于长期债券和外汇都受到短期利率意外变动的影响,一种货币长期债券供应的变化会影响两种货币之间的汇率,以及两种货币的债券期限溢价。我们的模型匹配了几个重要的经验模式,包括汇率和期限溢价之间的变动,以及央行量化宽松政策影响汇率的发现。我们的模型的延伸将现货汇率与2008年以来出现的持续偏离覆盖利率平价联系起来。
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引用次数: 0
Seeing What is Representative 看到什么是有代表性的
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2023-05-27 DOI: 10.1093/qje/qjad020
Ignacio Esponda, Ryan Oprea, Sevgi Yuksel
We provide evidence for a bias that we call “representative signal distortion” (RSD) which is particularly relevant to settings of statistical discrimination. Experimental subjects distort their evaluation of new evidence on individual group members and interpret such information to be more representative of the group to which the individual belongs (relative to a reference group) than it really is. This produces a discriminatory gap in the evaluation of members of the two groups. Because it is driven by representativeness, the bias (and the discriminatory gap) disappears when subjects are prevented from contrasting different groups; because it is a bias in the interpretation of information, it disappears when subjects receive information before learning of the individual’s group. We show that this bias can be easily estimated from appropriately constructed datasets and can be distinguished from previously documented inferential biases in the literature. Importantly, we document how removing the bias produces a kind of free lunch in reducing discrimination, making it possible to significantly reduce discrimination without lowering accuracy of inferences.
我们为一种偏差提供证据,我们称之为“代表性信号失真”(RSD),这与统计歧视的设置特别相关。实验对象歪曲了他们对个别小组成员的新证据的评价,并将这些信息解释为比实际情况更能代表个人所属的小组(相对于参考小组)。这就造成了对这两个群体成员的评价存在歧视性差距。因为它是由代表性驱动的,当受试者被阻止对比不同的群体时,偏见(和歧视性差距)就会消失;因为这是对信息解释的一种偏见,所以当被试在了解个体所在群体之前接受信息时,这种偏见就会消失。我们表明,这种偏差可以很容易地从适当构建的数据集中估计出来,并且可以与文献中先前记录的推断偏差区分开来。重要的是,我们记录了消除偏见如何在减少歧视方面产生一种免费的午餐,使得在不降低推理准确性的情况下显著减少歧视成为可能。
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引用次数: 2
A Fiscal Theory of Persistent Inflation 持续通货膨胀的财政理论
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2023-05-27 DOI: 10.1093/qje/qjad027
Francesco Bianchi, Renato Faccini, Leonardo Melosi
We develop a new class of general-equilibrium models with partially unfunded debt to propose a fiscal theory of persistent inflation. In response to business cycle shocks, the monetary authority controls inflation and the fiscal authority stabilizes debt. However, the central bank accommodates unfunded fiscal shocks, causing persistent movements in inflation, output, and real interest rates. In an estimated quantitative model, fiscal inflation accounts for the bulk of inflation dynamics. In the aftermath of the pandemic, unfunded fiscal shocks sustain the recovery, but also cause a persistent increase in inflation. The model is able to predict the inflationary effects of the American Rescue Plan Act (ARPA) fiscal stimulus out of sample and with real time data.
我们开发了一类新的具有部分无资金债务的一般均衡模型,以提出持续通货膨胀的财政理论。为了应对商业周期的冲击,货币当局控制通胀,财政当局稳定债务。然而,中央银行容忍无资金支持的财政冲击,导致通胀、产出和实际利率的持续波动。在估计的定量模型中,财政通货膨胀占通货膨胀动态的大部分。在大流行之后,无资金支持的财政冲击维持了复苏,但也导致通货膨胀持续上升。该模型能够在样本外和实时数据中预测美国救助计划法案(ARPA)财政刺激的通货膨胀效应。
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引用次数: 7
Economic Consequences of Kinship: Evidence From U.S. Bans on Cousin Marriage 亲属关系的经济后果:来自美国禁止表亲结婚的证据
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2023-05-27 DOI: 10.1093/qje/qjad018
Arkadev Ghosh, Sam Il Myoung Hwang, Munir Squires
Close-kin marriage, by sustaining tightly knit family structures, may impede development. We find support for this hypothesis using U.S. state bans on cousin marriage. Our measure of cousin marriage comes from the excess frequency of same-surname marriages, a method borrowed from population genetics that we apply to millions of marriage records from the eighteenth to the twentieth century. Using census data, we first show that married cousins are more rural and have lower-paying occupations. We then turn to an event study analysis to understand how cousin marriage bans affected outcomes for treated birth cohorts. We find that these bans led individuals from families with high rates of cousin marriage to migrate off farms and into urban areas. They also gradually shift to higher-paying occupations. We also observe increased dispersion, with individuals from these families living in a wider range of locations and adopting more diverse occupations. Our findings suggest that these changes were driven by the social and cultural effects of dispersed family ties rather than genetics. Notably, the bans also caused more people to live in institutional settings for the elderly, infirm, or destitute, suggesting weaker support from kin.
近亲婚姻,通过维持紧密的家庭结构,可能阻碍发展。我们用美国各州禁止表亲结婚的禁令来支持这一假设。我们对表亲婚姻的衡量来自于同姓婚姻的过度频率,这是一种借鉴于人口遗传学的方法,我们将其应用于从18世纪到20世纪的数百万份婚姻记录。利用人口普查数据,我们首先表明,已婚表亲更多地来自农村,从事的职业收入较低。然后,我们转向事件研究分析,以了解表亲婚姻禁令如何影响治疗出生队列的结果。我们发现,这些禁令导致来自表亲通婚率高的家庭的个人从农村迁移到城市地区。他们也逐渐转向收入更高的职业。我们还观察到离散性的增加,来自这些家庭的个体生活在更广泛的地方,从事更多样化的职业。我们的研究结果表明,这些变化是由分散的家庭关系的社会和文化影响而不是遗传驱动的。值得注意的是,这些禁令还导致更多的人住在老年人、体弱者或贫困者的机构里,这表明来自亲属的支持减弱了。
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引用次数: 6
Would Eliminating Racial Disparities in Motor Vehicle Searches have Efficiency Costs? 消除机动车搜索中的种族差异会带来效率成本吗?
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2021-05-21 DOI: 10.1093/QJE/QJAB018
B. Feigenberg, Conrad Miller
During traffic stops, police search black and Hispanic motorists more than twice as often as white motorists, yet those searches are no more likely to yield contraband. We ask whether equalizing search rates by motorist race would reduce contraband yield. We use unique administrative data from Texas to isolate variation in search behavior across and within highway patrol troopers and find that search rates are unrelated to the proportion of searches that yield contraband. We find that troopers can equalize search rates across racial groups, maintain the status quo search rate, and increase contraband yield. Troopers appear to be limited in their ability to discern between motorists that are more or less likely to carry contraband. JEL Codes: J15, K42. ∗We thank the editors, Larry Katz and Stefanie Stantcheva, five anonymous referees, Ian Ayres, Felipe Goncalves, Peter Hull, Patrick Kline, Jonathan Leonard, David Levine, Dan O’Flaherty, Steven Rivkin, Evan Rose, Yotam Shem-Tov, Chris Walters, and seminar participants at USC, University of Illinois, Chicago, the Online Economics of Crime seminar, the Online Economics of Racism seminar, NBER Summer Institute, Yale SOM, Harvard, Stanford, and MIT for helpful comments. We thank researchers at the Stanford Open Policing Project for providing data on Texas Highway Patrol stops. We thank the Fisher Center for Real Estate and Urban Economics at Haas for providing computing resources.
在交通堵塞期间,警察搜查黑人和西班牙裔司机的频率是白人司机的两倍多,但这些搜查不太可能产生违禁品。我们想知道,按驾车者种族平均搜索率是否会降低违禁品产量。我们使用来自得克萨斯州的独特行政数据来隔离高速公路巡逻队内部和内部搜查行为的差异,发现搜查率与产生违禁品的搜查比例无关。我们发现,骑警可以使不同种族的搜查率相等,维持现状的搜查率,并增加违禁品的产量。士兵们辨别或多或少可能携带违禁品的司机的能力似乎有限。JEL代码:J15、K42.*我们感谢编辑Larry Katz和Stefanie Stantcheva,五位匿名裁判Ian Ayres、Felipe Goncalves、Peter Hull、Patrick Kline、Jonathan Leonard、David Levine、Dan O’Flaherty、Steven Rivkin、Evan Rose、Yotam Shem Tov、Chris Walters,NBER Summer Institute、Yale SOM、Harvard、Stanford和MIT提供有用的评论。我们感谢斯坦福开放警务项目的研究人员提供了德克萨斯州公路巡逻站的数据。我们感谢哈斯费雪房地产和城市经济中心提供的计算资源。
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引用次数: 19
Unemployment Insurance and Job Search Behavior* 失业保险与求职行为*
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2021-03-24 DOI: 10.1093/qje/qjaa037
I. Marinescu, Daphné Skandalis
Unemployment insurance (UI) can affect unemployment duration and re-employment wages, through various dimensions of unemployed workers’ job search behavior. We shed light on the effects of UI on job search behavior using new longitudinal data: we link administrative registers to data from a major online search platform, and track the job applications sent over the unemployment spells of about 500,000 French workers. We identify changes in individual search behavior caused by UI around benefits exhaustion, after accounting for changes in the sample composition—i.e. dynamic selection—and for the effect of the time spent unemployed—i.e. duration dependence. We show that search effort (the count of job applications) increases by at least 50% during the year preceding benefits exhaustion and remains relatively high thereafter. The target monthly wage decreases by at least 2.4% during the year preceding benefits exhaustion, and remains relatively low thereafter. We document particularly large dynamic selection around benefits exhaustion, as some workers increase their search effort more before exhaustion and find a job faster. We also show evidence for duration dependence: workers decrease their target wage by 1.5% over each year of unemployment, irrespective of their UI status. Overall, the effect of UI on individual search behavior is consistent with the predictions of search models and constitutes evidence against search-free models where UI merely subsidizes leisure.
失业保险可以通过失业人员求职行为的各个维度影响失业期限和再就业工资。我们使用新的纵向数据揭示了用户界面对求职行为的影响:我们将行政登记与主要在线搜索平台的数据联系起来,并跟踪在约50万法国工人失业期间发送的求职申请。在考虑了样本组成的变化(即动态选择)和失业时间的影响(即持续时间依赖性)后,我们确定了福利耗尽前后用户界面导致的个人搜索行为的变化。我们发现,在福利耗尽前一年,搜索工作量(求职人数)至少增加了50%,此后保持相对较高的水平。在福利耗尽前一年,目标月工资至少下降2.4%,此后仍相对较低。我们记录了围绕福利耗尽的特别大的动态选择,因为一些员工在耗尽之前会加大搜索力度,更快地找到工作。我们还展示了持续时间依赖性的证据:工人在失业的每一年中,无论他们的UI状态如何,他们的目标工资都会下降1.5%。总体而言,用户界面对个人搜索行为的影响与搜索模型的预测一致,并构成了反对用户界面仅补贴休闲的无搜索模型的证据。
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引用次数: 11
Belief Movement, Uncertainty Reduction, and Rational Updating* 信念运动、不确定性消减与理性更新*
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2021-03-24 DOI: 10.1093/QJE/QJAA043
Ned Augenblick, M. Rabin
When a Bayesian learns new information and changes her beliefs, she must on average become concomitantly more certain about the state of the world. Consequently, it is rare for a Bayesian to frequently shift beliefs substantially while remaining relatively uncertain, or, conversely, become very confident with relatively little belief movement. We formalize this intuition by developing specific measures of movement and uncertainty reduction given a Bayesian’s changing beliefs over time, showing that these measures are equal in expectation and creating consequent statistical tests for Bayesianess. We then show connections between these two core concepts and four common psychological biases, suggesting that the test might be particularly good at detecting these biases. We provide support for this conclusion by simulating the performance of our test and other martingale tests. Finally, we apply our test to data sets of individual, algorithmic, and market beliefs.
当贝叶斯学习新信息并改变她的信念时,她必须同时对世界的状态更加确定。因此,贝叶斯很少在保持相对不确定的同时频繁地大幅改变信念,或者相反,在信念运动相对较少的情况下变得非常自信。我们通过在贝叶斯信念随时间变化的情况下开发运动和不确定性减少的具体度量来形式化这种直觉,表明这些度量在期望值上是相等的,并为贝叶斯性创建相应的统计测试。然后,我们展示了这两个核心概念和四种常见的心理偏见之间的联系,这表明该测试可能特别善于检测这些偏见。我们通过模拟我们的测试和其他鞅测试的性能来支持这一结论。最后,我们将我们的测试应用于个人、算法和市场信念的数据集。
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引用次数: 28
The Micro-Level Anatomy of the Labor Share Decline* 劳动收入占比下降的微观剖析*
IF 13.7 1区 经济学 Q1 ECONOMICS Pub Date : 2021-03-24 DOI: 10.1093/QJE/QJAB002
Matthias Kehrig, Nicolas Vincent
The labor share in U.S. manufacturing declined from 62 percentage points (ppts) in 1967 to 41 ppts in 2012. The labor share of the typical U.S. manufacturing establishment, in contrast, rose by over 3 ppts during the same period. Using micro-level data, we document five salient facts: (1) since the 1980s, there has been a dramatic reallocation of value added toward the lower end of the labor share distribution; (2) this aggregate reallocation is not due to entry/exit, to “superstars” growing faster or to large establishments lowering their labor shares, but is instead due to units whose labor share fell as they grew in size; (3) low labor share (LL) establishments benefit from high revenue labor productivity, not low wages; (4) they also enjoy a product price premium relative to their peers, pointing to a significant role for demand-side forces; and (5) they have only temporarily lower labor shares that rebound after five to eight years. This transient pattern has become more pronounced over time, and the dynamics of value added and employment are increasingly disconnected.
美国制造业的劳动收入占比从1967年的62个百分点下降到2012年的41个百分点。相比之下,美国典型制造业企业的劳动收入占比同期上升了3个百分点以上。使用微观层面的数据,我们记录了五个突出的事实:(1)自20世纪80年代以来,增加的价值向劳动份额分配的低端发生了戏剧性的再分配;(2)这种总再分配不是由于进入/退出,“超级明星”增长更快或大型机构降低了劳动份额,而是由于单位的劳动份额随着规模的增长而下降;(3)低劳动份额(LL)企业受益于高收入劳动生产率,而不是低工资;(4)它们还享有相对于同行的产品价格溢价,这表明需求方面的力量发挥了重要作用;(5)它们的劳动收入占比只是暂时较低,5到8年后才会反弹。随着时间的推移,这种短暂的模式变得更加明显,增值和就业的动态越来越脱节。
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引用次数: 41
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Quarterly Journal of Economics
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