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Can information and advising affect postsecondary participation and attainment for military personnel? Evidence from a large-scale experiment with the U.S. Army 信息和指导能否影响军人中学后的参与和成就?来自美国陆军大规模实验的证据
IF 2.3 3区 管理学 Q2 ECONOMICS Pub Date : 2024-02-15 DOI: 10.1002/pam.22572
Andrew C. Barr, Kelli A. Bird, Benjamin L. Castleman, William L. Skimmyhorn

Despite generous financial aid, military veterans have high rates of undermatch and generally poor postsecondary outcomes. We conducted a large-scale, multi-arm field experiment with the U.S. Army to investigate whether personalized information about postsecondary options and access to advising affects service members’ postsecondary choices and outcomes. We find no impact of the intervention on whether or where veterans enroll in college or on their college persistence. These results suggest that light touch strategies that have been effective at addressing similar challenges among traditional students, and which we modified for the military context, are not sufficient to improve veterans’ postsecondary outcomes.

尽管有慷慨的财政援助,退伍军人的不匹配率很高,中学后的学习成绩普遍较差。我们在美国陆军中开展了一项大规模、多臂实地实验,以调查有关中学后选择的个性化信息和获得指导的机会是否会影响军人的中学后选择和结果。我们发现,干预措施对退伍军人是否上大学、在哪里上大学以及上大学的持久性没有影响。这些结果表明,在解决传统学生面临的类似挑战方面行之有效的轻触式策略,以及我们针对军队背景所做的修改,并不足以改善退伍军人的中学后学习成绩。
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引用次数: 0
Why SNAP Works: A Political History—and Defense—of the Food Stamp Program by Christopher Busso. Oakland, CA: University of California Press, 2023, 257 pp., $24.95 (US) (Hardcover). ISBN 978--0520392816. 为什么 SNAP 有用?食品券计划的政治历史与辩护》,克里斯托弗-布索著。加利福尼亚州奥克兰市:加州奥克兰:加州大学出版社,2023 年,257 页,24.95 美元(美国)(精装)。ISBN978--0520392816。
IF 3.8 3区 管理学 Q2 ECONOMICS Pub Date : 2024-02-09 DOI: 10.1002/pam.22576
Laura R. Peck
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引用次数: 0
Notes from the Editor 编辑手记
IF 3.8 3区 管理学 Q2 ECONOMICS Pub Date : 2024-02-02 DOI: 10.1002/pam.22574
Erdal Tekin
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引用次数: 0
AWARD GIVEN BY THE VERNON PRIZE COMMITTEE FOR VOLUME 42 OF JPAM 维农奖委员会为《青年杂志》第 42 卷颁奖
IF 3.8 3区 管理学 Q2 ECONOMICS Pub Date : 2024-02-01 DOI: 10.1002/pam.22567
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引用次数: 0
IF 3.8 3区 管理学 Q2 ECONOMICS Pub Date : 2024-02-01 DOI: 10.1002/pam.22570
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引用次数: 0
Are algorithms biased in education? Exploring racial bias in predicting community college student success 教育中的算法是否存在偏见?探索社区大学学生成功预测中的种族偏见
IF 3.8 3区 管理学 Q2 ECONOMICS Pub Date : 2024-01-31 DOI: 10.1002/pam.22569
Kelli A. Bird, Benjamin L. Castleman, Yifeng Song
Predictive analytics are increasingly pervasive in higher education. However, algorithmic bias has the potential to reinforce racial inequities in postsecondary success. We provide a comprehensive and translational investigation of algorithmic bias in two separate prediction models—one predicting course completion, the second predicting degree completion. We show that if either model were used to target additional supports for “at-risk” students, then the algorithmic bias would lead to fewer marginal Black students receiving these resources. We also find the magnitude of algorithmic bias varies within the distribution of predicted success. With the degree completion model, the amount of bias is over 5 times higher when we define at-risk using the bottom decile than when we focus on students in the bottom half of predicted scores; in the course completion model, the reverse is true. These divergent patterns emphasize the contextual nature of algorithmic bias and attempts to mitigate it. Our results moreover suggest that algorithmic bias is due in part to currently-available administrative data being relatively less useful at predicting Black student success, particularly for new students; this suggests that additional data collection efforts have the potential to mitigate bias.
预测分析在高等教育中越来越普遍。然而,算法偏差有可能加剧中学后教育成功中的种族不平等。我们在两个独立的预测模型中对算法偏差进行了全面的转化研究,一个预测课程完成情况,另一个预测学位完成情况。我们发现,如果将这两个模型用于为 "高危 "学生提供额外支持,那么算法偏差将导致更少的边缘黑人学生获得这些资源。我们还发现,算法偏差的程度在预测成功率的分布中有所不同。在学位完成模型中,当我们用最低十分位数来定义高风险学生时,算法偏差的程度是预测分数最低一半学生的 5 倍多;而在课程完成模型中,情况正好相反。这些不同的模式强调了算法偏差的背景性质以及减轻算法偏差的尝试。此外,我们的研究结果还表明,算法偏差的部分原因是目前可用的行政数据在预测黑人学生(尤其是新生)的成功方面作用相对较小;这表明,额外的数据收集工作有可能减轻偏差。
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引用次数: 0
Minimum quality regulations and the demand for childcare labor 最低质量规定和对托儿所劳动力的需求
IF 3.8 3区 管理学 Q2 ECONOMICS Pub Date : 2024-01-31 DOI: 10.1002/pam.22568
Umair Ali, Chris M. Herbst, Christos A. Makridis

Minimum quality regulations are often justified in the childcare market because of the presence of information frictions between parents and providers. However, regulations can also have unintended consequences for the quantity and quality of services provided. In this paper, we merge new data on states’ childcare regulations for maximum classroom group sizes and child-to-staff ratios with the universe of online job postings to study the impact of regulations on the demand for and characteristics of childcare labor. Our identification strategy exploits the unprecedented variation in regulatory reform during the COVID-19 pandemic, relying on changes both within states over time and across children's age groups. We find evidence that these regulations reduce the number of childcare job postings and encourage providers to substitute away from higher-skilled postings, thereby increasing the number of positions that are out-of-compliance with states’ teacher education requirements. In sum, the results imply that childcare regulations may reduce the demand for childcare labor, while simultaneously altering the composition of the workforce.

由于家长与托儿机构之间存在信息摩擦,因此托儿市场的最低质量规定往往是合理的。然而,法规也可能对所提供服务的数量和质量产生意想不到的后果。在本文中,我们将各州关于最大班级人数和儿童与工作人员比例的托儿所法规的新数据与在线招聘信息的总体情况相结合,研究法规对托儿所劳动力需求和特征的影响。我们的识别策略利用了 COVID-19 大流行期间监管改革的空前变化,依赖于各州内部随时间和儿童年龄组的变化。我们发现有证据表明,这些法规减少了托儿职位的发布数量,并鼓励托儿所替代技能较高的职位,从而增加了不符合各州教师教育要求的职位数量。总之,研究结果表明,托儿法规可能会减少对托儿劳动力的需求,同时改变劳动力的构成。
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引用次数: 0
Waivers for the public service loan forgiveness program: Who could benefit from take-up? 公共服务贷款豁免计划:谁能从接受计划中受益?
IF 2.3 3区 管理学 Q2 ECONOMICS Pub Date : 2024-01-31 DOI: 10.1002/pam.22566
Diego A. Briones, Nathaniel Ruby, Sarah Turner

For workers employed in the public and nonprofit sectors, the Public Service Loan Forgiveness (PSLF) program offers the potential for full forgiveness of federal student loans for those with 10 years of full-time work experience. A year-long waiver issued by the Department of Education in 2021 to address administrative problems in program access provided a new path to PSLF relief for many borrowers. We explore the overall impact and distributional implications of potential full participation in loan forgiveness enabled by the PSLF waiver program using the 2018 Survey of Income and Program Participation (SIPP). Our estimates identify more than $100 billion in loan forgiveness available to as many as 3.45 million borrowers through the PSLF waiver program. Potential beneficiaries of this initiative are disproportionately employed in occupations like teaching and health care. Full take-up of the PSLF waiver would lead to a narrowing of the racial gap in student debt burden. However, the distributional impact of the PSLF waiver depends critically on the take-up rate and there is some evidence that those borrowers with relatively high income or advanced degrees have been most likely to access benefits.

对于受雇于公共和非营利部门的工作人员,公共服务贷款免除(PSLF)计划为那些拥有 10 年全职工作经验的人提供了全额免除联邦学生贷款的可能性。美国教育部于 2021 年发布了为期一年的豁免令,以解决项目准入方面的管理问题,这为许多借款人提供了获得 PSLF 宽免的新途径。我们利用 2018 年收入与计划参与调查(SIPP),探讨了 PSLF 豁免计划可能带来的全面参与贷款豁免的总体影响和分配问题。我们的估算表明,通过 PSLF 豁免计划,多达 345 万借款人可获得超过 1000 亿美元的贷款豁免。这一举措的潜在受益者主要从事教师和医疗保健等职业。PSLF豁免计划的全面实施将缩小学生债务负担的种族差距。然而,PSLF 豁免计划对分配的影响主要取决于参与率,有证据表明,那些收入相对较高或拥有高级学位的借款人最有可能获得福利。
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引用次数: 0
Self-service bans and gasoline prices: The effect of allowing consumers to pump their own gas 自助服务禁令与汽油价格:允许消费者自己加油的效果
IF 3.8 3区 管理学 Q2 ECONOMICS Pub Date : 2024-01-12 DOI: 10.1002/pam.22564
Vitor Melo

Most of the world's population lives in countries that ban the self-service sale of gasoline. Causal effects of this regulation can hardly be assessed in these countries due to a lack of policy changes, but a recent quasi-experiment in the state of Oregon allows us to analyze the impact of the ban. From 1992 to 2017, the state of Oregon was one of two U.S. states that banned self-service at gasoline stations. Oregon adjusted regulations at the start of 2018 to allow self-service at gasoline stations in counties with populations below 40,000 individuals. I examine the repeal of this self-service ban and its effects on gasoline prices. I apply a difference-in-differences design using high frequency data of gasoline prices and find that repealing the self-service ban reduced gasoline prices by 4.4 cents per gallon in affected Oregon counties. This effect represents approximately $90 in expected annual savings for a household with three licensed drivers.

世界上大部分人口生活在禁止自助销售汽油的国家。由于缺乏政策变化,在这些国家很难评估这一法规的因果效应,但俄勒冈州最近的一项准实验让我们得以分析禁令的影响。1992 年至 2017 年,俄勒冈州是美国两个禁止加油站自助服务的州之一。俄勒冈州在 2018 年初调整了法规,允许人口低于 4 万人的县的加油站提供自助服务。我研究了这一自助服务禁令的废除及其对汽油价格的影响。我使用汽油价格的高频数据进行了差分设计,发现废除自助服务禁令后,俄勒冈州受影响县的汽油价格每加仑降低了 4.4 美分。对于一个拥有三名持证驾驶员的家庭来说,这一效果意味着每年可节省约 90 美元。
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引用次数: 0
The impact of right-to-work laws on long hours and work schedules 工作权法对长时间工作和工作时间安排的影响
IF 3.8 3区 管理学 Q2 ECONOMICS Pub Date : 2024-01-11 DOI: 10.1002/pam.22562
Rania Gihleb, Osea Giuntella, Jian Qi Tan

Unions play a crucial role in determining wages and employment outcomes. However, union bargaining power may also have important effects on non-pecuniary working conditions. We study the effects of right-to-work laws, which removed agency shop protection and weakened union powers on long hours and non-standard work schedules that may adversely affect workers’ health and safety. We exploit variation in the timing of enactment across U.S. states and compare workers in bordering counties across adopting states and states that did not adopt the laws yet. Using the stacked approach to difference-in-differences estimates proposed by Cengiz et al. (2019), we find evidence that right-to-work laws increased the share of workers working long hours by 6%, while there is little evidence of an impact on hourly wages. The effects on long hours are larger in more unionized sectors (i.e., construction, manufacturing, and transportation). While the likelihood of working non-standard hours increases for particular sectors (education and public administration), there is no evidence of a significant increase in the overall sample.

工会在决定工资和就业结果方面发挥着至关重要的作用。然而,工会的谈判能力也可能对非金钱工作条件产生重要影响。我们研究了 "工作权法 "的影响,该法取消了对代理店的保护,削弱了工会对长工时和非标准工作安排的权力,这可能会对工人的健康和安全产生不利影响。我们利用美国各州颁布时间上的差异,比较了采用该法律的州和尚未采用该法律的州的接壤县的工人。利用 Cengiz 等人(2019 年)提出的差分估计堆叠法,我们发现有证据表明,"准工作权 "法律使长时间工作的工人比例增加了 6%,而几乎没有证据表明对小时工资产生了影响。工会化程度较高的行业(如建筑业、制造业和运输业)对长工作时间的影响更大。虽然在特定行业(教育和公共管理)中,非标准工时的可能性会增加,但在整个样本中,没有证据表明非标准工时会显著增加。
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Journal of Policy Analysis and Management
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