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Estimating the contribution of macroeconomic factors to sovereign bond spreads in the euro area 估算宏观经济因素对欧元区主权债券利差的影响
Pub Date : 2024-03-22 DOI: 10.53479/36257
Pablo Burriel, M. Delgado-Téllez, Camila Figueroa, Iván Kataryniuk, Javier J. Pérez
This paper proposes a novel approach to estimating the contribution of macroeconomic factors to sovereign spreads in the euro area, defined as the spread level consistent with the country’s prevailing macroeconomic conditions. Despite the wealth of papers estimating sovereign spreads, model-dependency and lack of robustness remain key considerations. Accordingly, we propose a “thick modeling” empirical framework, based on the estimation of a wide range of models. We focus on 10-year sovereign bond yields for nine euro area countries, using a sample that covers the period January 2000 to December 2023. Our results show that observed spreads behave in line with macro-financial determinants in “normal” times. Macroeconomic determinants are also able to account for a significant fraction of the observed sovereign spread dynamics in most episodes of financial turbulence, such as the pandemic and the aftermath of the Russian invasion of Ukraine. However, we find evidence of some deviations of sovereign spreads from their estimated values during the 2010-2012 euro area sovereign debt crisis. In this period, macroeconomic indicators are able to explain at most 26% of the observed peaks in spreads among non-core countries.
本文提出了一种新方法来估算宏观经济因素对欧元区主权利差的贡献,即与国家当前宏观经济条件相一致的利差水平。尽管有大量论文对主权利差进行了估算,但模型依赖性和缺乏稳健性仍是主要考虑因素。因此,我们提出了一个 "厚模型 "实证框架,该框架基于各种模型的估算。我们使用 2000 年 1 月至 2023 年 12 月的样本,重点研究了九个欧元区国家的 10 年期主权债券收益率。我们的结果表明,在 "正常 "时期,观察到的利差表现与宏观金融决定因素一致。在大多数金融动荡事件中,如大流行病和俄罗斯入侵乌克兰之后,宏观经济决定因素也能解释所观察到的主权利差动态的很大一部分。然而,我们发现在 2010-2012 年欧元区主权债务危机期间,有证据表明主权利差偏离了其估计值。在此期间,宏观经济指标最多只能解释非核心国家中观察到的利差峰值的 26%。
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引用次数: 0
Climate risk, soft information and credit supply 气候风险、软信息和信贷供应
Pub Date : 2024-02-26 DOI: 10.53479/36112
Laura Álvarez-Román, Sergio Mayordomo, Carles Vergara-Alert, Xavier Vives
We study a model of the impact of climate risk on credit supply and test its predictions using data on all wildfires and corporate loans in Spain. Our findings reveal a significant decrease in credit following climate-driven events. This result is driven by outsider banks (large and diversified), which reduce lending significantly to firms in affected areas. By contrast, due to their access to soft information, local banks (geographically concentrated) reduce their loans to opaque affected firms to a lesser extent without increasing their risk. We also find that employment decreases in affected areas where local banks are not present.
我们研究了气候风险对信贷供应影响的模型,并使用西班牙所有野火和企业贷款的数据对其预测进行了检验。我们的研究结果表明,气候事件发生后,信贷大幅减少。造成这一结果的原因是外部银行(大型银行和多元化银行)大幅减少了对灾区企业的贷款。相比之下,本地银行(地理位置集中)由于能够获得软信息,在不增加风险的情况下,对不透明的受影响企业的贷款减少幅度较小。我们还发现,在没有本地银行的受影响地区,就业率也会下降。
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引用次数: 0
The heterogeneous impact of inflation on households’ balance sheets. 通货膨胀对家庭资产负债表的异质性影响。
Pub Date : 2024-01-26 DOI: 10.53479/35932
Clodomiro Ferreira, José Miguel Leiva, Galo Nũno, Álvaro Ortiz, Tomasa Rodrigo, Sirenia Vazquez
We identify and study analytically three key channels that shape how inflation affects wealth inequality: (i) the traditional wealth (or Fisher) channel through which inflation redistributes from lenders to borrowers; (ii) an income channel through which inflation reduces the real value of sticky wages and benefits; and (iii) a relative consumption channel through which heterogeneous increases in the prices of different goods affect people differently depending on their consumption baskets. We then quantify these channels during the 2021 inflation surge in Spain using detailed, high-frequency customer-level data from one of the main commercial banks. The unexpected nature of the inflation shock and its perception as temporary in this period in particular closely fit the assumptions behind our theoretical decomposition. Results show that the wealth and income channels are an order of magnitude larger than the consumption channel. Middle-aged individuals were, in net terms, largely unaffected by inflation, while the elderly suffered the most. We find similar results when using representative surveys on households’ wealth, income, and consumption.
我们确定并分析研究了通胀如何影响财富不平等的三个关键渠道:(i) 传统的财富(或费雪)渠道,通胀通过该渠道将财富从贷款人重新分配给借款人;(ii) 收入渠道,通胀通过该渠道降低粘性工资和福利的实际价值;(iii) 相对消费渠道,不同商品价格的异质性上涨通过该渠道对人们产生不同的影响,这取决于他们的消费篮子。然后,我们利用一家主要商业银行提供的详细、高频的客户级数据,量化了 2021 年西班牙通胀飙升期间的这些渠道。通胀冲击的意外性及其在这一时期被视为暂时性的看法与我们理论分解背后的假设非常吻合。结果显示,财富和收入渠道比消费渠道大一个数量级。从净值来看,中年人基本上没有受到通货膨胀的影响,而老年人受到的影响最大。我们在使用具有代表性的家庭财富、收入和消费调查时也发现了类似的结果。
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引用次数: 11
“Green regulation”: a quantification of regulations related to renewable energy, sustainable transport, pollution and energy efficiency between 2000 and 2022 "绿色法规":2000 年至 2022 年与可再生能源、可持续运输、污染和能效有关的法规量化
Pub Date : 2023-12-14 DOI: 10.53479/35594
Juan S. Mora-Sanguinetti, Andrés Atienza-Maeso
The achievement of an environmentally sustainable growth model, the development of renewable energies or the adoption of energy efficiency measures are nowadays fundamental issues in economic analysis and are a substantial part of the public debate. However, while there may be an increased social awareness of these issues, a different question is at what pace these social concerns have been translated into regulation, fostering or hindering the development of new markets or “green” technologies. This paper proposes a rigorous empirical study identifying and quantifying, through text analysis, all regulations related to four different subject blocks associated with “green growth” (renewable energies, sustainable transportation, pollution and energy efficiency), issued by Spanish national or regional governments over the period 2000-2022. This research thus constructs a database in panel data format. Among other results, we identify 3,482 regulations related to renewable energies, 783 regulations dealing with sustainable transportation, 108 on pollution management and 5,116 related to the measurement (and management) of energy efficiency. The results show that regulation is diverse by subject matter, reflects significant regional diversity and has increased over time, especially in more recent years, after a certain standstill during the Great Recession. This database could help develop future research projects on the impacts of “green” regulation on certain economic or institutional variables (such as “green” innovation or environmental conflict). The paper concludes with a comparison of renewable energy regulation in France and Spain, also based on text analysis. Spain shows a higher and more disaggregated volume of regulation.
如今,实现环境可持续增长模式、开发可再生能源或采取提高能源效率的措施已成为经济分析的基本问题,也是公众辩论的重要内容。然而,尽管社会对这些问题的认识可能有所提高,但另一个问题是,这些社会关注以何种速度转化为法规,促进或阻碍了新市场或 "绿色 "技术的发展。 本文提出了一项严谨的实证研究,通过文本分析,对 2000-2022 年间西班牙国家或地区政府颁布的与 "绿色增长 "相关的四个不同主题模块(可再生能源、可持续交通、污染和能效)有关的所有法规进行识别和量化。因此,这项研究构建了一个面板数据格式的数据库。除其他结果外,我们还确定了 3482 项与可再生能源相关的法规、783 项与可持续交通相关的法规、108 项与污染管理相关的法规以及 5116 项与能效测量(和管理)相关的法规。 结果表明,法规的主题多种多样,反映出显著的地区多样性,并且随着时间的推移而增加,特别是在大衰退期间出现一定停滞之后的最近几年。该数据库有助于开发未来的研究项目,研究 "绿色 "法规对某些经济或制度变量(如 "绿色 "创新或环境冲突)的影响。 最后,本文还基于文本分析对法国和西班牙的可再生能源法规进行了比较。西班牙的法规数量更多、分类更细。
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引用次数: 0
Do Teams Alleviate or Exacerbate the Extrapolation Bias in the Stock Market? 团队会减轻还是加剧股市中的外推偏差?
Pub Date : 2023-11-30 DOI: 10.53479/35522
Ricardo Barahona, Stefano Cassella, Kristy A. E. Jansen
We investigate how teams impact return extrapolation, a bias in belief formation which is pervasive at the individual level and crucial to behavioral asset-pricing models. Using a sample of US equity money managers and a within-subject design, we find that teams attenuate their own members’ extrapolation bias by 75%. This reduction is not due to learning or differences in compensation, workload, or investment objectives between solo-managed and team-managed funds. Rather, we provide supportive evidence that team members engaging in deeper cognitive reflection can explain the bias reduction.
我们研究了团队如何影响收益外推,这是一种信念形成中的偏差,在个人层面普遍存在,对行为资产定价模型至关重要。通过对美国股票基金经理的抽样调查和受试者内部设计,我们发现团队会将其成员的外推偏差减少 75%。这种减弱并不是因为学习,也不是因为个人管理基金和团队管理基金在报酬、工作量或投资目标上的差异。相反,我们提供的支持性证据表明,团队成员进行更深入的认知反思可以解释偏差减少的原因。
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引用次数: 0
The numbers of equality regulation. Quantifying regulatory activity on non-discrimination and its relationship with gender gaps in the labour market 平等法规的数量。量化非歧视监管活动及其与劳动力市场性别差距的关系
Pub Date : 2023-11-15 DOI: 10.53479/34754
Juan S. Mora-Sanguinetti, Laura Hospido, Andrés Atienza-Maeso
Public policies that aim to achieve gender equality, improve work-life balance or combat harassment may have economic consequences, for example, through changes in the labour supply of women or other groups. Although there may be an increase in social awareness of these problems, a separate question is whether this increase is reflected in specific legislation in a society. The objective of this paper is to quantify for the first time when, where and at what rate these social concerns have been translated into legislation. The study covers the period 1996-2022, identifying both central government legislation and legislation in each of the autonomous regions. The analysis, therefore, organises the information in a panel format. The indicators reveal the high degree of heterogeneity in terms of the legislation in the various related areas, with non-discrimination legislation being the most developed and frequent. They also reveal the differences between autonomous regions, with Andalusia and Catalonia being those in which most legislation has been introduced. As an example of an application of this analysis, the database is then used to investigate the relationship between legislative changes and labour market inflows for women. Our estimates show a positive relationship between the volume of legislation passed in the areas of interest, such as non-discrimination policies, and indicators of both employment and female labour force participation.
旨在实现性别平等、改善工作与生活平衡或打击骚扰的公共政策可能会产生经济后果,例如,通过改变妇女或其他群体的劳动力供应。尽管社会对这些问题的认识可能有所提高,但另一个问题是,这种提高是否反映在社会的具体立法中。 本文旨在首次量化这些社会问题在何时、何地以及以何种速度转化为立法。本研究的时间跨度为 1996-2022 年,同时确定了中央政府的立法和各自治区的立法。因此,分析以小组形式组织信息。这些指标揭示了各相关领域立法的高度异质性,其中非歧视立法最为发达和频繁。这些指标还显示了各自治区之间的差异,安达卢西亚和加泰罗尼亚是立法最多的自治区。 作为这一分析的一个应用实例,数据库随后被用来研究立法变化与妇女劳动力市场流入量之间的关系。我们的估计结果表明,在非歧视政策等相关领域通过的立法数量与就业和女性劳动力参与指标之间存在正相关关系。
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引用次数: 0
Dividend Restrictions and Search for Income 股息限制和寻求收入
Pub Date : 2023-10-26 DOI: 10.53479/34644
Esther Cáceres, Matías Lamas
We measure the reaction of search for income in mutual funds to supervisory-induced dividend restrictions on euro area banks during the COVID-19 pandemic, which operated as an exogenous shock to payouts in this sector. Using granular data on euro area-based mutual funds’ holdings, we show that demand for dividends motivated portfolio decisions in this period and that these decisions had implications for stock returns. Specifically, we document that there were more sales of bank stocks by income-oriented funds after payout restrictions were set in place. These funds were however less inclined to dispose of bank CoCos, an alternative high income-generating asset issued by credit institutions and not subject to supervisory distribution limits. Lastly, we analyze the price impact of these portfolio adjustments, documenting negative abnormal returns in bank stocks more exposed to income-oriented funds after the policy announcement. Our research evidences that search for income is relevant in asset allocation decisions and price formation, and quantifies some of the side effects of dividend restriction policies.
在 COVID-19 大流行期间,监管机构对欧元区银行实施了股息限制,这对该行业的派息造成了外生冲击,我们衡量了共同基金寻求收益的反应。我们利用欧元区共同基金所持股票的细粒度数据表明,在此期间,对股息的需求推动了投资组合决策,而这些决策对股票回报产生了影响。具体来说,我们发现在派息限制实施后,以收入为导向的基金出售了更多的银行股。然而,这些基金不太倾向于出售银行 CoCos,因为这是一种由信贷机构发行的替代性高收益资产,不受监管分配限制。最后,我们分析了这些投资组合调整对价格的影响,结果显示,在政策公布后,受收益导向型基金影响较大的银行股出现了负的异常回报。我们的研究证明,寻找收益与资产配置决策和价格形成相关,并量化了股息限制政策的一些副作用。
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引用次数: 0
How far has globalization gone? A tale of two regions 全球化已经走了多远?两个地区的故事
Pub Date : 2023-10-20 DOI: 10.53479/34612
Rodolfo Campos, Samuel Pienknagura, Jacopo Timini
We study the globalization of trade in Latin America and Asia over the past 25 years and quantify its economic impact. Employing structural gravity models, we first estimate a proxy of trade globalization that captures the ease of trading internationally with respect to trading domestically. The results indicate similar trade globalization patterns in the two regions, albeit with a high degree of heterogeneity within them. Trade globalization has been particularly strong in agriculture, mining and manufacturing, but has lagged in services. Within-region heterogeneity is associated with a set of trade policy instruments, including tariffs, non-tariff measures, WTO membership and trade agreements. Next, we quantify the economic implications of the estimated globalization trends. Simulations of a multi-sector trade model point to heterogeneous long-term impacts of globalization on GDP (some countries exhibiting substantial gains and others experiencing large losses), with no single sector playing a predominant role.
我们研究了拉丁美洲和亚洲过去 25 年的贸易全球化情况,并量化了其对经济的影响。我们首先利用结构引力模型,估算了贸易全球化的代用指标,该指标反映了国际贸易相对于国内贸易的难易程度。结果表明,两个地区的贸易全球化模式相似,但内部存在高度异质性。农业、矿业和制造业的贸易全球化尤为强劲,但服务业的贸易全球化则相对滞后。区域内的异质性与一系列贸易政策工具有关,包括关税、非关税措施、世贸组织成员资格和贸易协定。接下来,我们将量化估计的全球化趋势对经济的影响。多部门贸易模型的模拟结果表明,全球化对国内生产总值的长期影响各不相同(一些国家表现出巨大收益,而另一些国家则遭受巨大损失),没有哪个部门发挥主导作用。
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引用次数: 0
A Score Function to Prioritize Editing in Household Survey Data: A Machine Learning Approach 家庭调查数据中优先编辑的评分函数:机器学习方法
Pub Date : 2023-10-19 DOI: 10.53479/34613
Nicolás Forteza, Sandra García-Uribe
Errors in the collection of household finance survey data may proliferate in population estimates, especially when there is oversampling of some population groups. Manual case-by-case revision has been commonly applied in order to identify and correct potential errors and omissions such as omitted or misreported assets, income and debts. We derive a machine learning approach for the purpose of classifying survey data affected by severe errors and omissions in the revision phase. Using data from the Spanish Survey of Household Finances we provide the best-performing supervised classification algorithm for the task of prioritizing cases with substantial errors and omissions. Our results show that a Gradient Boosting Trees classifier outperforms several competing classifiers. We also provide a framework that takes into account the trade-off between precision and recall in the survey agency in order to select the optimal classification threshold.
家庭财务调查数据收集过程中的错误可能会在人口估计中大量出现,尤其是在对某些人口群体进行过量抽样时。为了识别和纠正潜在的错误和遗漏,如遗漏或误报的资产、收入和债务,通常采用人工逐个修订的方法。我们提出了一种机器学习方法,用于在修订阶段对受严重错误和遗漏影响的调查数据进行分类。利用西班牙家庭财务状况调查的数据,我们提供了性能最佳的监督分类算法,用于优先处理存在严重错误和遗漏的案例。我们的结果表明,梯度提升树分类器的表现优于几种竞争分类器。我们还提供了一个框架,该框架考虑了调查机构在精确度和召回率之间的权衡,以便选择最佳分类阈值。
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引用次数: 0
Effects of Carbon Pricing in Germany and Spain: An Assessment with EMuSe 德国和西班牙碳定价的影响:EMuSe 评估
Pub Date : 2023-09-29 DOI: 10.53479/33814
Natascha Hinterlang
Using the dynamic, three-region environmental multi-sector general equilibrium model EMuSe, we find that pricing carbon in Germany or Spain only leads to a permanent negative effect on output in these economies. The induced emissions reduction is not large enough to overcompensate for the increase in marginal production costs. If the rest of Europe joins the carbon pricing scheme, long-run output effects are positive. However, in this case, transition costs are even larger due to close trade relations within Europe. We find evidence for carbon leakage, which can be reduced slightly by a border adjustment mechanism. Still, it is no game changer as it mainly protects dirty domestic sectors. While Germany benefits from border adjustment, Spain actually loses throughout the transition. In the long run, the Spanish energy sector benefits most because of its relatively low emission intensity. Finally, Europe has a strong incentive to get the rest of the world on board as then the downturn is shorter and long-run benefits are larger.
利用动态的三地区环境多部门一般均衡模型 EMuSe,我们发现在德国或西班牙进行碳定价只会对这些经济体的产出产生永久性的负面影响。诱发的减排量不足以弥补边际生产成本的增加。如果欧洲其他国家也加入碳定价计划,则长期产出效应为正。然而,在这种情况下,由于欧洲内部贸易关系密切,过渡成本会更大。我们发现了碳泄漏的证据,边境调整机制可以略微减少这种泄漏。不过,这并不能改变游戏规则,因为它主要保护的是肮脏的国内部门。德国从边境调整机制中获益,而西班牙在整个过渡时期实际上是亏损的。从长远来看,西班牙能源行业受益最大,因为其排放强度相对较低。最后,欧洲有强烈的动机让世界其他国家也加入进来,因为这样一来,经济衰退的时间会更短,长期利益会更大。
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引用次数: 0
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