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Energy efficiency can deliver for climate policy: Evidence from machine learning-based targeting 能源效率可促进气候政策:基于机器学习的目标定位证据
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-29 DOI: 10.1016/j.jpubeco.2024.105098
Peter Christensen , Paul Francisco , Erica Myers , Hansen Shao , Mateus Souza

Building energy efficiency has been a cornerstone of greenhouse gas mitigation strategies for decades. However, impact evaluations have revealed that energy savings typically fall short of engineering model forecasts that currently guide funding decisions. This creates a resource allocation problem that impedes progress on climate change. Using data from the Illinois implementation of the U.S.’s largest energy efficiency program, we demonstrate that a data-driven approach to predicting retrofit impacts based on previously realized outcomes is more accurate than the status quo engineering models. Targeting high-return interventions based on these predictions dramatically increases net social benefits, from $0.93 to $1.23 per dollar invested.

几十年来,建筑节能一直是温室气体减排战略的基石。然而,影响评估显示,节能效果通常达不到目前指导资金决策的工程模型预测。这就造成了资源分配问题,阻碍了气候变化方面的进展。利用伊利诺伊州实施的美国最大能效项目的数据,我们证明了基于以前实现的结果来预测改造影响的数据驱动方法比现状的工程模型更准确。根据这些预测结果有针对性地采取高回报干预措施,可显著提高净社会效益,从每投资 1 美元产生 0.93 美元提高到 1.23 美元。
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引用次数: 0
The gatekeeper’s dilemma: Political selection or team effort 把关人的两难选择:政治选择还是团队努力
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-27 DOI: 10.1016/j.jpubeco.2024.105133
Jon H. Fiva , Federica Izzo , Janne Tukiainen

Political parties play a crucial gatekeeping role in elections, including controlling electoral resources, candidate recruitment, and electoral list compositions. In making these strategic choices, parties aim to encourage candidates to invest in the campaign, while also trying to secure advantages for their preferred candidates. We study how parties navigate this trade-off using a specific feature of the Norwegian local electoral system in which parties can give advantaged positions to some candidates in an otherwise open list. Our theory reveals that parties’ ex-ante electoral strength impacts their strategic decisions. Notably, the trade-off is weaker for more popular parties, allowing them to facilitate the election of their preferred candidates without compromising the party’s overall performance. We show empirically that the moral hazard concern is real, and that larger parties are indeed more likely to use their power to make some candidates safe. The advantage of large parties extends further: safeguarding specific candidates enables parties to achieve disproportionately favorable outcomes in post-electoral bargaining. These findings reveal new insights for political representations, policy outcomes, and intra-party dynamics more broadly.

政党在选举中发挥着至关重要的把关作用,包括控制选举资源、候选人招募和选举名单的组成。在做出这些战略选择时,政党既要鼓励候选人投入竞选,又要努力为自己中意的候选人争取优势。我们利用挪威地方选举制度的一个特点来研究政党如何权衡利弊,即政党可以在原本开放的名单中为某些候选人提供有利位置。我们的理论揭示了政党的事前选举实力会影响其战略决策。值得注意的是,对于更受欢迎的政党来说,这种权衡较弱,这使得它们可以在不影响政党整体表现的情况下,为其心仪候选人的当选提供便利。我们的经验表明,道德风险的担忧是真实存在的,大党派确实更有可能利用自己的力量让一些候选人安全当选。大党的优势还不止于此:保护特定候选人能使政党在选举后的讨价还价中取得不成比例的有利结果。这些发现为更广泛的政治代表、政策结果和党内动态揭示了新的见解。
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引用次数: 0
Leveling the playing field: Constraints on multinational profit shifting and the performance of national firms 公平竞争:跨国公司利润转移的制约因素与本国企业的绩效
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-23 DOI: 10.1016/j.jpubeco.2024.105116
P. Gauß , M. Kortenhaus , N. Riedel , M. Simmler

A flourishing literature quantifies the corporate tax revenue losses from multinational profit shifting to low-tax economies. Other consequences of international tax avoidance have received little attention. In this paper, we empirically assess the widespread perception that international tax avoidance impacts product market outcomes and can put national competitors of multinational firms at a competitive disadvantage. The empirical identification strategy relies on changes in transfer pricing regulations that constrain multinational profit shifting by strategic mis-pricing of intra-firm trade. Based on rich data on firms in European high-tax countries, we show that tighter transfer pricing provisions raise multinational firms’ effective tax costs and lower their sales. The sales and profits of affected firms’ national competitors increase significantly, while mark-ups remain largely unchanged. We discuss policy implications of our findings.

大量文献对跨国公司利润向低税率经济体转移造成的公司税收损失进行了量化。国际避税的其他后果却很少受到关注。在本文中,我们对国际避税会影响产品市场结果并使跨国公司的国内竞争对手处于竞争劣势这一普遍看法进行了实证评估。实证识别策略依赖于转让定价法规的变化,这些法规通过对企业内部贸易进行战略性错误定价来限制跨国公司的利润转移。基于欧洲高税率国家企业的丰富数据,我们发现更严格的转让定价规定提高了跨国企业的实际税收成本,降低了其销售额。受影响企业的国内竞争对手的销售额和利润大幅增加,而加价则基本保持不变。我们讨论了研究结果的政策含义。
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引用次数: 0
Teacher-led innovations to improve education outcomes: Experimental evidence from Brazil 以教师为主导的创新改善教育成果:巴西的实验证据
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-23 DOI: 10.1016/j.jpubeco.2024.105123
Caio Piza , Astrid Zwager , Matteo Ruzzante , Rafael Dantas , Andre Loureiro

We provide experimental evidence from an education program in Brazil that empowers public school teachers, through a combination of technical assistance and earmarked funding, to design and introduce locally adapted pedagogical innovations. While the study encompasses grades 5, 6, and 10, we find consistent and pronounced impacts on learning and school progression in 6th grade, a critical transition year from primary to lower-secondary education. Positive effects are concentrated in schools where teachers are most affected and where the rate of in-school project implementation was highest. We argue that program components are likely complementary and that education projects designed to tackle multiple constraints simultaneously can improve service delivery and child outcomes.

我们提供了巴西一项教育计划的实验证据,该计划通过技术援助和专项资金相结合的方式,赋予公立学校教师设计和引入适合当地情况的教学创新的能力。虽然研究涵盖了 5、6 和 10 年级,但我们发现该项目对 6 年级的学习和升学产生了一致且显著的影响,而 6 年级是从小学教育向初中教育过渡的关键年级。积极影响主要集中在教师受影响最大、校内项目实施率最高的学校。我们认为,项目的各个组成部分可能是相辅相成的,旨在同时解决多种制约因素的教育项目可以改善服务的提供和儿童的成果。
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引用次数: 0
Local minimum wage laws, boundary discontinuity methods, and policy spillovers 地方最低工资法、边界不连续方法和政策溢出效应
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-22 DOI: 10.1016/j.jpubeco.2024.105131
Ekaterina Jardim , Mark C. Long , Robert Plotnick , Jacob Vigdor , Emma Wiles

We use geographically precise longitudinal employment data documenting worker job-to-job mobility to study policy spillovers in the context of three local minimum wage increases. Estimated spillover impacts on wages and hours are statistically significant, geographically diffuse, and sufficient to create concern regarding interpretation of results even using not-immediately-adjacent regions as controls. Spillover effects appear less concerning with smaller interventions or those adopted in smaller jurisdictions. The boundary discontinuity method of causal inference may yield misleading results if a policy’s impacts do not stop at the border of the implementing jurisdiction.

我们利用记录工人工作与工作之间流动性的地理精确纵向就业数据,研究了三个地方最低工资上调背景下的政策溢出效应。估计的溢出效应对工资和工时的影响在统计上是显著的,在地理上是分散的,即使使用非紧邻地区作为对照,也足以引起对结果解释的担忧。对于较小的干预措施或在较小辖区内采取的干预措施,溢出效应似乎不那么令人担忧。如果一项政策的影响并非止于实施辖区的边界,那么因果推断的边界不连续法可能会产生误导性结果。
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引用次数: 0
Limbo or leverage? Asylum waiting and refugee integration 困境还是杠杆?庇护等待和难民融入
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-22 DOI: 10.1016/j.jpubeco.2024.105118
Olof Åslund , Mattias Engdahl , Olof Rosenqvist

We study labor market and health implications of asylum wait time, a policy margin with bearing on public finances. The analysis exploits a rapid and unexpected increase in pending applications, which extended processing times with several months for new asylum seekers to Sweden. Longer waiting slows down integration by delaying labor market entry and decreasing participation and performance in active policy measures. Accumulated earnings during the first four years after application are 2.6 percent lower per added month of waiting. The impact is due to delay, not to negative human capital effects of waiting per se. There is no evidence of detrimental effects on psychiatric or other forms of health. Importantly, our results suggest that asylum seekers in Sweden can use the waiting time for useful preparations. The analysis consistently indicates that case workers, teachers and employers involved in post-asylum integration measures perceive individuals who have waited longer as more prepared.

我们研究了庇护等待时间对劳动力市场和健康的影响,这是一个关系到公共财政的政策边际问题。分析利用了未决申请的快速和意外增加,这使得瑞典新的寻求庇护者的处理时间延长了几个月。较长的等待时间推迟了进入劳动力市场的时间,降低了参与积极政策措施的程度和表现,从而减缓了融入社会的速度。在申请后的头四年中,每增加一个月的等待时间,累积收入就会减少 2.6%。造成这种影响的原因是延迟,而不是等待本身对人力资本的负面影响。没有证据表明等待会对精神或其他形式的健康产生不利影响。重要的是,我们的研究结果表明,瑞典的寻求庇护者可以利用等待时间进行有益的准备。分析一致表明,参与庇护后融入措施的个案工作者、教师和雇主都认为等待时间越长的人准备得越充分。
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引用次数: 0
The effects of recreational marijuana laws on drug use and crime 娱乐性大麻法律对吸毒和犯罪的影响
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-18 DOI: 10.1016/j.jpubeco.2024.105075
Joseph J. Sabia , Dhaval Dave , Fawaz Alotaibi , Daniel I. Rees

Recreational marijuana laws (RMLs), which legalize the sale and possession of small quantities of marijuana for recreational use, have been adopted by 24 states and the District of Columbia. Using a generalized difference-in-differences approach and data for the period 2000–2019 from a variety of sources (the National Survey of Drug Use and Health, the Uniform Crime Reports, the Treatment Episode Data Set, and the National Vital Statistics Mortality files), this study comprehensively examines the effects of legalizing recreational marijuana on drug use, crime, and admissions to substance use treatment facilities. Our analyses show that RML adoption increases the use of marijuana by adults and reduces marijuana-related arrests. However, we find little evidence that RMLs increase the use of harder drugs, admissions to substance use treatment facilities, or property and violent crime. In fact, our results are consistent with the hypothesis that marijuana and opioids are substitutes.

娱乐用大麻法(RMLs)将销售和持有少量娱乐用大麻合法化,已被 24 个州和哥伦比亚特区采用。本研究采用广义差分法和 2000-2019 年期间来自不同来源的数据(《全国毒品使用和健康调查》、《统一犯罪报告》、《治疗事件数据集》和《全国生命统计死亡率档案》),全面研究了娱乐性大麻合法化对毒品使用、犯罪和药物使用治疗机构收治情况的影响。我们的分析表明,采用娱乐用大麻合法化会增加成年人对大麻的使用,并减少与大麻有关的逮捕。然而,我们几乎没有发现证据表明《限制性语言》会增加更难吸食的毒品的使用、药物使用治疗机构的收治人数或财产和暴力犯罪。事实上,我们的结果与大麻和阿片类药物是替代品的假设是一致的。
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引用次数: 0
Understanding and increasing policymakers’ sensitivity to program impact 了解并提高决策者对计划影响的敏感度
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-17 DOI: 10.1016/j.jpubeco.2024.105096
Mattie Toma , Elizabeth Bell

Policymakers routinely make high-stakes funding decisions. Assessing the value of a program is difficult and may be affected by bounded rationality. We conducted experiments involving U.S. policymakers and the general public, in which participants were given the opportunity to assess the value of various policy programs. Our findings demonstrate that decision aids enhance the responsiveness of respondents to the impact of the programs. We designed and tested two portable decision aids—one that compares programs side-by-side and another that aggregates multiple features of impact into a single metric. The two decision aids increase the elasticity of assessments of program value with respect to impact by 0.20 on a base of 0.33 among policymakers and by 0.21 on a base of 0.21 among the general public. We provide evidence that the cognitive difficulty of translating impact-relevant information into policy decisions helps explain our findings.

政策制定者经常会做出高风险的资金决策。评估一项计划的价值非常困难,而且可能会受到有限理性的影响。我们在美国决策者和公众中进行了实验,让参与者有机会评估各种政策项目的价值。我们的研究结果表明,决策辅助工具提高了受访者对项目影响的反应能力。我们设计并测试了两种便携式决策辅助工具--一种是并列比较计划,另一种是将多种影响特征汇总为单一指标。这两种决策辅助工具使决策者对项目价值与影响的评估弹性在 0.33 的基础上提高了 0.20,使普通公众对项目价值与影响的评估弹性在 0.21 的基础上提高了 0.21。我们提供的证据表明,将影响相关信息转化为决策的认知难度有助于解释我们的发现。
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引用次数: 0
Dynamic effects of tax audits and the role of intentions 税务审计的动态效应和意图的作用
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-16 DOI: 10.1016/j.jpubeco.2024.105121
Tobias Gabel Christiansen

Using a random audit program covering more than 17,000 tax returns, I study how tax audits affect the subsequent compliance behavior of self-employed with varying intentions to comply. Leveraging novel information provided by auditors on taxpayers’ perceived willingness to comply, I find that unintentional non-compliers, driven by inattention or misunderstandings of the tax rules, exhibit higher compliance in subsequent years. This results in a revenue increase equivalent to 340% of the tax uncovered from the audit after 5 years. In contrast, intentional non-compliers who deliberately evade taxes and are typically targeted for operational audits do not respond to audits and have a low recovery rate for evaded taxes. Based on these findings, I illustrate how risk scores derived from pre-audit information can be used to target taxpayers expected to respond strongly to audits, leading to increased revenue gains of 87% compared to an approach that focuses on initial revenue from audits. Finally, I propose targeted and personalized guidance as a cheaper alternative to mitigate unintentional misreporting compared to expensive audits.

我利用一个涵盖 17,000 多份报税表的随机审计项目,研究了税务审计如何影响具有不同遵从意愿的个体经营者的后续遵从行为。利用审计人员提供的有关纳税人遵从意愿的新信息,我发现由于不注意或误解税收规则而无意不遵从的纳税人在随后几年会表现出更高的遵从度。这导致 5 年后税收增加,相当于审计揭露税收的 340%。与此相反,故意逃税的不遵从者通常是业务审计的目标,他们对审计没有反应,逃税回收率很低。基于这些发现,我说明了如何利用审计前信息得出的风险评分来锁定预期会对审计做出强烈反应的纳税人,从而使税收收益比关注审计初始收益的方法增加 87%。最后,我提出了有针对性的个性化指导建议,与费用高昂的审计相比,这是减少无意误报的更经济的选择。
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引用次数: 0
Relaxing financial constraints with tax credits and migrating out of rural and distressed America 通过税收减免放宽财政限制,迁出美国农村和贫困地区
IF 9.8 1区 经济学 Q1 ECONOMICS Pub Date : 2024-04-16 DOI: 10.1016/j.jpubeco.2024.105111
Jacob E. Bastian , Dan A. Black

There is a strong and growing interest in helping families move to areas with higher economic opportunity. We exploit variation in the Earned Income Tax Credit (EITC) to examine how increasing household income affects migration, with a focus on women from rural and economically distressed areas. We find that higher income increases migration out of rural and distressed areas—primarily among unmarried mothers—to areas with higher employment and earnings, and lower unemployment rates. Many of these moves occur across counties or commuting zones, but we find no effect on moving across states. We also find decreases in living “doubled up” with another family, and reductions in commute length. We are the first to show that the EITC helps women move to economic opportunity, with the most likely mechanism being relaxing household financial constraints.

人们对帮助家庭迁移到经济机会更多的地区越来越感兴趣。我们利用收入所得税抵免(EITC)的变化来研究家庭收入的增加如何影响人口迁移,重点关注来自农村和经济困难地区的妇女。我们发现,较高的收入增加了农村和贫困地区的人口迁移--主要是未婚母亲向就业率和收入较高、失业率较低的地区迁移。其中许多迁移是跨县或通勤区进行的,但我们没有发现跨州迁移的影响。我们还发现,与其他家庭 "双人 "居住的情况有所减少,通勤时间也有所缩短。我们首次证明 EITC 有助于妇女获得经济机会,其最有可能的机制是放松家庭财务限制。
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引用次数: 0
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Journal of Public Economics
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