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Shaping inequality: Progressive taxation under human capital accumulation 塑造不平等:人力资本积累下的累进税
Pub Date : 2020-11-23 DOI: 10.2139/ssrn.3742731
Danial Ali Akbari, Thomas G. Fischer
In order to design optimal policy instruments that shape the distribution of income we require realistic income models. A comparison between popular stochastic processes for income shows that most of them fail to match inequality in the US, especially at the top. The Geometric Brownian Motion with reset, however, produces realistic outcomes at both ends of the distribution, while still permitting clear analytic results. Building on this observation, we develop a micro-founded model for endogenous income inequality that fits the current US evidence. It also permits discussing the welfare effects and trade-offs of tax reforms as individuals adjust their labor supply and human capital accumulation. We extend it in an incomplete market setup solved numerically, in which individuals can both form precautionary savings and adjust their labor supply. A calibrated version suggests that the progressivity of US income taxes is below its welfare optimum by around six percentage points.
为了设计影响收入分配的最佳政策工具,我们需要现实的收入模型。对几种流行的收入随机过程的比较表明,它们中的大多数都无法匹配美国的不平等,尤其是顶层的不平等。然而,具有重置的几何布朗运动在分布的两端产生现实的结果,同时仍然允许清晰的分析结果。在这一观察的基础上,我们开发了一个符合当前美国证据的内生收入不平等微观模型。它还允许在个人调整其劳动力供给和人力资本积累时,讨论税收改革的福利影响和权衡。我们将其推广到一个不完全的市场结构中,在这个结构中,个人既可以形成预防性储蓄,又可以调整自己的劳动力供给。经过校准的版本显示,美国所得税累进率比福利最优水平低约6个百分点。
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引用次数: 0
The Impact of Balance Sheet Lending versus Securitization Booms on the Severity of the Great Recession 资产负债表贷款与证券化繁荣对大衰退严重程度的影响
Pub Date : 2020-11-10 DOI: 10.2139/ssrn.3710962
David Zink
I separately estimate the effect of local credit booms driven by balance sheet lending and those driven by securitization during the 2002-2006 period on the severity of the 2007-2009 recession in the United States. I construct a novel dataset, linking publicly available data on residential mortgage originations from the Home Mortgage Disclosure Act together with bank financial statements and county level economic outcomes. I exploit geographic variation in bank origination activity across counties to construct county level measures of exposure to securitization and balance sheet lending activity during the 2002-2006 period that are orthogonal to local economic conditions. Results show that 2002-2006 securitization exposure is predictive of sharper declines in home prices, employment, and a rise in mortgage delinquencies during the subsequent crisis period. The same is not true for balance sheet lending, which does not affect crisis period home prices and generates a drop in employment that is con fined to the nontradable sector. Results suggest that this difference is driven by risk taking that is specific to securitized lending. Balance sheet booms generate an expansion in lending to higher quality borrowers, while securitization booms increase credit availability at the lower end of the credit distribution.
我分别估计了2002-2006年期间由资产负债表贷款驱动的地方信贷繁荣和由证券化驱动的地方信贷繁荣对2007-2009年美国经济衰退严重程度的影响。我构建了一个新的数据集,将《住房抵押贷款披露法》中关于住房抵押贷款来源的公开数据与银行财务报表和县级经济成果联系起来。我利用县之间银行发起活动的地理差异,构建了2002-2006年期间与当地经济状况正交的证券化风险敞口和资产负债表贷款活动的县级度量。结果表明,2002-2006年的证券化风险敞口预示着随后危机期间房价、就业和抵押贷款违约率的急剧下降。对于资产负债表贷款来说,情况并非如此。资产负债表贷款不会影响危机时期的房价,而且会导致就业下降,而这种下降仅限于非贸易部门。结果表明,这种差异是由证券化贷款特有的风险承担所驱动的。资产负债表的繁荣导致向高质量借款人提供贷款的扩张,而证券化的繁荣增加了信贷分配低端的信贷可用性。
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引用次数: 0
Aggregation Bias, Local Estimates and the Devil 聚集偏差,局部估计和魔鬼
Pub Date : 2020-11-01 DOI: 10.2139/ssrn.3739892
P. Cardiff
When faced with a big problem, it is natural to summarize the data en route to a solution. But accepting summary as fact gives up evidence for convenience. Statistical measures from aggregate data may only be capable of indication or trends over time. Only consistency provides a mathematical basis for compiling data into a model; otherwise, the assumptions that turn actual data into indexes are subjective and biased. This paper recommends models of elements but not aggregate models. The proof of empiricism is control of micro variables representing the heterogeneity of individuals – these are the “critical details.” Imputation adds bias and variance to measurement, post weighting only complicates results arbitrarily, and allocation of sums by crude ratios is unjustified.
当面对一个大问题时,在找到解决方案的过程中总结数据是很自然的。但接受摘要为事实是为了方便而放弃了证据。汇总数据的统计措施可能只能显示一段时间内的趋势。只有一致性为将数据编译成模型提供了数学基础;否则,将实际数据转化为指数的假设是主观的和有偏见的。本文推荐的是元素模型,而不是聚合模型。经验主义的证明是对代表个体异质性的微观变量的控制——这些是“关键细节”。归算给测量增加了偏差和方差,事后加权只会使结果任意复杂化,而按粗比例分配款项是不合理的。
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引用次数: 0
The Shadow Economy: A Bibliometric Analysis 影子经济:文献计量学分析
Pub Date : 2020-10-20 DOI: 10.21272/bel.4(3).107-118.2020
A. Zolkover, V. Terziev
The article deals with the analysis of the areas of research related to the shadow economy. The results of analyses show that financial market and financial intermediates become an essential part of the issues and that the topic of the problem of poverty among the urban population, low income, drugs abuse and problems of female employment, gender inequity in income in the papers which analyzed the shadow economy issues are very popular. The aim of the paper is to analyze the tendency in the scientific literature on the shadow economy to identify future research directions. For the analysis, the tools of VOSviewer, Scopus and Web of Science (WoS) analyses were used. This study is based on 5361 papers from Scopus and 3773 papers from Web of Science. The time sample of research was not limited for analysis. Time analysis showed that in 2014-2015 the number of papers dealing the shadow economy began to increase. At the same time, the focal point of research moved from general issues (estimation of shadow sector, impact on labour market etc.) to problem of transition from the informal to the formal Economy. In 2019 the number of papers which analyzed the the shadow economy was increased by 95 % compared with the 2014 year, according to Scopus database – by 29%. Mostly the papers with keyword “shadow” (informal, hidden etc.) economy were published under the following subject area, according to Scopus: Social science; Economics, Econometrics and Finance; Business, Management and Accounting; Environmental Science; Arts and Humanities, and according to WoS: Business Economics; Sociology; Public Administration; Government Law; Development Studies; Social Sciences Other Topics; Environmental Sciences Ecology; Area Studies. Most articles focused on shadow economy were published by the scientists from the USA, United Kingdom, India, Germany and South Africa. In 2019 considering the findings from Scopus the high ranked Studies in Systems Decision and Control, Journal of Business Ethics, Journal of Contemporary Asia, Cities stated to publish papers devoted to shadow economy. Such results prove that informal economy theme and its transition to formal is in the ongoing trends of the modern regulation. The findings from VOSviewer identified six clusters of the papers which investigate the shadow economy from the different points of views. The first most significant cluster merged the paper which contained the keywords as follows: informal sector, informal economy, unemployment, gender, urban economy, labor market, corruption etc. The papers in the second largest cluster deal with poverty among urban population, low income, drugs abuse and problems of female employment, gender inequity in income. The third biggest cluster focuses on criminal and ecological aspects of shadow economy.
本文对影子经济的相关研究领域进行了分析。分析结果表明,金融市场和金融中介机构成为影子经济问题的重要组成部分,城市人口贫困问题、低收入问题、毒品滥用问题以及女性就业问题、性别收入不平等问题在分析影子经济问题的论文中非常受欢迎。本文的目的是分析关于影子经济的科学文献的趋势,以确定未来的研究方向。分析使用VOSviewer、Scopus和Web of Science (WoS)分析工具。本研究基于Scopus的5361篇论文和Web of Science的3773篇论文。研究的时间样本不受分析的限制。时间分析显示,2014-2015年,涉及影子经济的论文数量开始增加。与此同时,研究的重点从一般问题(影子部门的估计、对劳动力市场的影响等)转移到从非正规经济向正规经济过渡的问题。根据Scopus数据库的数据,与2014年相比,2019年分析影子经济的论文数量增加了95%,增长了29%。根据Scopus的数据,大多数以“影子”(非正式的、隐藏的等)经济为关键词的论文发表在以下主题领域:社会科学;经济学、计量经济学和金融学;商业、管理和会计;环境科学;艺术和人文学科,根据WoS:商业经济学;社会学;公共管理;政府法律;发展研究;社会科学及其他学科;环境科学;生态学;区域研究。大多数关于影子经济的文章由来自美国、英国、印度、德国和南非的科学家发表。2019年,考虑到Scopus排名靠前的《系统决策与控制研究》、《商业道德杂志》、《当代亚洲杂志》的研究结果,城市表示将发表专门研究影子经济的论文。这些结果证明,非正规经济主体及其向正规经济的转变是现代规制的持续发展趋势。VOSviewer的调查结果确定了从不同角度调查影子经济的六组论文。第一个最重要的集群合并了包含以下关键词的论文:非正规部门、非正规经济、失业、性别、城市经济、劳动力市场、腐败等。第二大组的文件涉及城市人口贫困、低收入、吸毒和妇女就业问题、收入方面的性别不平等。第三大集群侧重于影子经济的犯罪和生态方面。
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引用次数: 27
Modelling the Spread of COVID-19 in New York City 模拟COVID-19在纽约市的传播
Pub Date : 2020-10-16 DOI: 10.2139/ssrn.3713720
Jose Olmo, Marcos Sanso-Navarro
This paper proposes a methodology to predict the increase in the number of confirmed COVID-19 cases in the city of New York at the zip code level. We concentrate on the initial period of the pandemic spanning from March 31 to June 16, 2020. To do this, we propose a Poisson regression model for count data that includes a large set of covariates reflecting socioeconomic conditions at neighbourhood level and spatial effects. The sensitivity of the predictions of the number of cases to the specific choice of the regressors is controlled for by also considering an emsemble prediction model given by Bayesian model averaging. Our results extend related studies by showing that variables such as population size, its share of the elderly, the self-employment rate, income per capita, and the percentage of workers in the educational and healthcare sectors not only explain the cross-sectional variability in the number of new confirmed cases but also have out-of-sample predictive ability. Our pointwise forecasts display reasonable mean square prediction errors and the associated interval forecasts accurate empirical coverage probabilities suggesting the suitability of the methodology for prediction of the number of infections.
本文提出了一种以邮政编码为单位预测纽约市新冠肺炎确诊病例增长的方法。我们重点关注2020年3月31日至6月16日这一大流行的初期。为了做到这一点,我们提出了一个计数数据的泊松回归模型,其中包括反映邻里水平和空间效应的社会经济条件的大量协变量。通过考虑贝叶斯模型平均给出的集成预测模型,控制了病例数预测对回归量具体选择的敏感性。我们的研究结果扩展了相关研究,表明诸如人口规模、老年人比例、自雇率、人均收入以及教育和医疗保健部门的工人百分比等变量不仅解释了新确诊病例数量的横截面变异性,而且具有样本外预测能力。我们的点式预测显示出合理的均方预测误差,相关区间预测准确的经验覆盖概率,表明该方法用于预测感染数量的适用性。
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引用次数: 2
Estimating the New Keynesian Phillips Curve with Regional Data and Selected Instruments 用区域数据和选定工具估计新凯恩斯菲利普斯曲线
Pub Date : 2020-10-12 DOI: 10.2139/ssrn.3710317
Dan Li
Despite the increase in nationwide unemployment following the Great Recession, the United States only saw a moderate fall in inflation, which has led to numerous debates on whether the Phillips curve has indeed flattened. The empirical discrepancies leading to this debate could stem from estimation issues related to confounding cost-push shocks and the many weak instruments encountered by the aggregate New Keynesian Phillips curve. This paper resolves these two issues by incorporating regional variation and instrument selection. Monte-Carlo simulations demonstrate that regional data help with the identification of the Phillips curve when cost-push shocks bias the aggregate estimation, and the NKPC estimation can be further improved in finite samples with instrument selection. I apply these methods to US metropolitan data and find that the aggregate Phillips curve has not flattened; on the contrary, the trade-off between inflation and unemployment remains strong when using regional data from more recent periods.
尽管大衰退后全国失业率上升,但美国的通货膨胀率只出现了温和下降,这引发了关于菲利普斯曲线是否真的趋平的许多争论。导致这场争论的经验差异可能源于与混淆成本推动冲击和新凯恩斯菲利普斯曲线所遇到的许多弱工具相关的估计问题。本文通过结合区域差异和工具选择来解决这两个问题。蒙特卡罗模拟表明,当成本-推力冲击对总体估计产生偏差时,区域数据有助于识别菲利普斯曲线,并且在有限样本条件下,通过工具选择可以进一步改善NKPC估计。我将这些方法应用于美国大都市的数据,发现总体菲利普斯曲线并没有趋平;相反,在使用较近时期的地区数据时,通胀与失业之间的权衡关系仍然很强。
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引用次数: 0
Softening the Blow: US State-level Banking Deregulation and Sectoral Reallocation after the China Trade Shock 缓和打击:中国贸易冲击后美国州级银行业放松管制和行业重新配置
Pub Date : 2020-09-01 DOI: 10.2139/ssrn.3793330
Mathias Hoffmann, Lilia Ruslanova
U.S. state-level banking deregulation during the 1980’s mitigated the impact of the China trade shock (CTS) on local economies (states and commuting zones) a decade later, in the 1990s. Local economies, where local banking markets opened up earlier, were also effectively financially more integrated by the 1990’s and saw smaller declines in house prices, wages, and income following the CTS. We explain this pattern in a theoretical model that emphasizes the stabilizing effect of financial integration on demand for housing and on housing prices: faced with an adverse shock to their region’s terms-of-trade (i.e. the CTS), households in more open states can more easily access credit to smooth consumption. This stabilizes consumer demand for housing, keeps the relative price of housing up, stabilizes wages in the non-tradable sector and thus facilitates the sectoral reallocation of labor away from import-exposed manufacturing towards the housing sector. This in turn stabilizes income and consumption. We corroborate these predictions of our model in state- and commuting zone level data. Then, using granular bank-county-level data, we show that household consumption smoothing in response to the CTS was easier in financially open areas, because geographically diversified banks were more elastic in their lending response to household’s increased demand for credit. Our findings highlight the importance of household access to finance in the adjustment to asymmetric terms-of-trade shocks in monetary unions.
20世纪80年代,美国州级银行放松管制,缓解了中国贸易冲击(CTS)对当地经济(州和通勤区)的影响。当地银行市场开放较早的地方经济,在20世纪90年代也有效地实现了金融一体化,在CTS之后,房价、工资和收入的下降幅度较小。我们在一个理论模型中解释了这种模式,该模型强调金融一体化对住房需求和房价的稳定作用:面对对其地区贸易条件(即CTS)的不利冲击,更开放的国家的家庭可以更容易地获得信贷以顺利消费。这稳定了消费者对住房的需求,保持了住房的相对价格上涨,稳定了非贸易部门的工资,从而促进了劳动力从依赖进口的制造业向住房部门的重新分配。这反过来又稳定了收入和消费。我们在州和通勤区层面的数据中证实了我们模型的这些预测。然后,使用细粒度的银行-县级数据,我们表明,在金融开放地区,家庭消费平滑响应CTS更容易,因为地理多元化的银行在贷款响应家庭信贷需求增加方面更具弹性。我们的研究结果强调了家庭融资渠道在调整货币联盟不对称贸易条件冲击中的重要性。
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引用次数: 0
Outside Options, Job Mobility, and Gender: Evidence from Divorce Laws 外部选择、工作流动性和性别:来自离婚法的证据
Pub Date : 2020-08-20 DOI: 10.2139/ssrn.3678163
Julia Hatamyar
This paper studies the effects of non-market outside options on measures of female job mobility using a hand-collected data set of 3,041 MBA resumes. Specifically, I examine two aspects of the household: spousal assets and children. In order to proxy for these unobserved household characteristics, I exploit cross-state variation in laws regulating post-divorce asset distribution and child custody assignment. Although female MBAs on average are significantly more likely to be employed by more firms and hold more positions than their male counterparts, the effect is largely explained by accounting for differences in household outside options. A decreased likelihood of receiving an equal share of spousal assets after divorce leads to an 8.6% increase in female MBA job positions held. An increased likelihood of gaining sole child custody post-divorce has no effect on female MBA job mobility. The findings also demonstrate a relationship between divorce legislation and job mobility for both genders.
本文利用手工收集的3041份MBA简历数据集,研究了非市场外部选择对女性就业流动性指标的影响。具体来说,我考察了家庭的两个方面:配偶财产和子女。为了代表这些未被观察到的家庭特征,我利用了离婚后资产分配和子女监护权分配的跨州法律差异。尽管平均而言,女性mba毕业生比男性毕业生更有可能被更多的公司聘用,担任更多的职位,但这种影响在很大程度上可以通过考虑家庭外部选择的差异来解释。离婚后获得配偶财产平等份额的可能性降低,导致女性MBA职位增加了8.6%。离婚后获得单独子女监护权的可能性增加,对MBA女性的工作流动性没有影响。研究结果还表明,离婚立法与男女就业流动性之间存在关系。
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引用次数: 0
Paraísos Fiscales, Wealth Taxation, and Mobility Paraísos财政、财产税和流动性
Pub Date : 2020-08-16 DOI: 10.2139/ssrn.3676031
David R. Agrawal, Dirk Foremny, C. Martínez-Toledano
This paper analyzes the effect of decentralized wealth taxation on mobility and the consequences for tax revenue and wealth inequality. Using linked administrative data, we exploit the decentralization of the Spanish wealth tax -- after which all regions except Madrid levied positive tax rates. By five years after the reform, the stock of wealthy individuals in Madrid increases by 9%, while smaller tax differentials between other regions do not matter. A theoretical model of evasion and migration rationalizes evasion as the dominant mechanism. Although the tax haven reduces the effectiveness of raising revenue and exacerbates regional wealth inequalities, our results imply that decentralized wealth taxation is feasible in the short-run. Counterfactual exercises show that federal interventions, such as minimum tax rates, can improve the effectiveness of decentralized wealth taxation.
本文分析了分散财富税对流动性的影响,以及对税收收入和财富不平等的影响。利用相关的行政数据,我们利用了西班牙财富税的分散性——在此之后,除马德里以外的所有地区都征收正税率。改革五年后,马德里富人的存量增加了9%,而其他地区之间较小的税收差异并不重要。逃避和迁移的理论模型将逃避作为主导机制加以合理化。尽管避税天堂降低了提高税收的有效性,加剧了地区财富不平等,但我们的研究结果表明,分散的财富税在短期内是可行的。反事实的练习表明,联邦干预,如最低税率,可以提高分散财富税的有效性。
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引用次数: 18
Locus of Control and the Gender Gap in Mental Health 心理健康的控制点与性别差异
Pub Date : 2020-08-13 DOI: 10.2139/ssrn.3673224
Sefa Awaworyi Churchill, Musharavati Ephraim Munyanyi, K. Prakash, R. Smyth
Abstract We examine whether gender differences in locus of control (LoC) explain gender gaps in mental health using longitudinal data from the Household, Income and Labour Dynamics in Australia (HILDA) survey. We find that gender differences in LoC is an important factor contributing to the well-recognised gender gap in mental health in favour of males. Our preferred estimates, that take into account differences in the distribution of characteristics of males and females, suggest that at the mean a unit increase in internal LoC for females would narrow the mental health gender gap by 2.2% and that if LoC of women were the same as that of men, it could close the gender gap in mental health by as much as 18.8%. This general conclusion is generally robust to evaluating the gender gap at the 10th and 90th quantile and a suite of sensitivity checks including different ways of measuring key variables and alternative approaches to the Blinder-Oaxaca decomposition. Our findings suggest that resilience education programs that teach positive control beliefs to children should be designed particularly with girls in mind and in such a way as to encourage participation by girls.
摘要:我们利用澳大利亚家庭、收入和劳动力动态(HILDA)调查的纵向数据,研究了控制点(LoC)的性别差异是否解释了心理健康中的性别差异。我们发现LoC的性别差异是导致心理健康方面公认的有利于男性的性别差距的一个重要因素。考虑到男性和女性特征分布的差异,我们的首选估计表明,女性内部LoC的平均单位增加将使心理健康的性别差距缩小2.2%,如果女性的LoC与男性相同,则可以将心理健康的性别差距缩小多达18.8%。这一一般性结论对于评估第10和第90分位数的性别差距以及一系列敏感性检查(包括测量关键变量的不同方法和Blinder-Oaxaca分解的替代方法)通常是稳健的。我们的研究结果表明,向孩子们传授积极控制信念的弹性教育项目应该特别考虑到女孩,并以鼓励女孩参与的方式设计。
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引用次数: 32
期刊
Macroeconomics: Employment
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