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Quantitative easing and correlation dynamics in the aftermath of the Great Recession: A dynamic conditional correlation with exogenous variables approach 大衰退后的量化宽松和相关动态:带有外生变量的动态条件相关性方法
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-07-10 DOI: 10.1111/boer.12463
Luis Pablo de la Horra, Amadeus Gabriel, Gabriel A. Giménez Roche, Javier Perote

Identifying the effects of quantitative easing (QE) on asset return correlations is critical to assessing such policies’ impact across financial markets. In this paper, we use a dynamic conditional correlation model that allows us to measure the impact of unconventional monetary policy on time-varying correlations. Our results suggest that QE significantly affected correlations between stocks and bonds after the Great Recession via short-term portfolio balance effects. The findings are critical for policy-makers and practitioners alike. Central banks should consider the impact of monetary policy on asset correlations in their cost–benefit analyses. Likewise, portfolio managers are encouraged to factor in the effects of monetary policy on correlations to optimize portfolios and reduce potential losses strategically.

确定量化宽松政策(QE)对资产收益相关性的影响对于评估此类政策对整个金融市场的影响至关重要。在本文中,我们使用动态条件相关性模型来衡量非常规货币政策对时变相关性的影响。我们的研究结果表明,大衰退之后,量化宽松政策通过短期投资组合平衡效应极大地影响了股票和债券之间的相关性。这些发现对政策制定者和实践者都至关重要。中央银行应在成本效益分析中考虑货币政策对资产相关性的影响。同样,我们也鼓励投资组合经理考虑货币政策对相关性的影响,以优化投资组合,战略性地减少潜在损失。
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引用次数: 0
Dynamics of automation in economic growth and the labor market 自动化对经济增长和劳动力市场的影响
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-07-10 DOI: 10.1111/boer.12465
Óscar Afonso

This study delves into the intricate dynamics of technology, labor markets, and economic growth within the context of Industry 4.0. By integrating automation capital into a dynamic general equilibrium model, we examine its implications for economic performance and social equity. The empirical analysis highlights the substitutability of unskilled labor by automation, revealing a nuanced relationship between automation adoption, the skill premium, and economic growth. Contrary to conventional wisdom, our findings suggest that a reduced ratio of unskilled to skilled labor, driven by automation, can lead to both an increase in the skill premium and sustained economic growth, even in the face of demographic challenges such as declining populations. However, this trend also exacerbates income inequality, underscoring the imperative for policy interventions aimed at promoting skill enhancement and ensuring equitable distribution of technological advancements.

本研究深入探讨了工业 4.0 背景下技术、劳动力市场和经济增长的复杂动态。通过将自动化资本纳入动态一般均衡模型,我们研究了其对经济表现和社会公平的影响。实证分析强调了自动化对非熟练劳动力的替代性,揭示了自动化应用、技能溢价和经济增长之间的微妙关系。与传统观点相反,我们的研究结果表明,在自动化的推动下,非熟练劳动力与熟练劳动力的比例降低,即使在面临人口减少等人口挑战的情况下,也能带来技能溢价的增加和经济的持续增长。然而,这一趋势也加剧了收入不平等,凸显了旨在促进技能提升和确保技术进步公平分配的政策干预的必要性。
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引用次数: 0
The effect of firm-level economic policy uncertainty on labor share: Empirical evidence from China 企业层面的经济政策不确定性对劳动份额的影响:来自中国的经验证据
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-07-10 DOI: 10.1111/boer.12462
Jingxiang Song, Shutter Zor, Dong Chen, Tiantian Yan, Biao Li

In the 21st century, various unexpected events such as the financial crisis and COVID-19 have exacerbated the uncertainty of economic policies, whose influence, especially those at the firm level, on the labor share remains to be studied. This article constructs the firm-level economic policy uncertainty (FEPU) through text analysis and empirically analyzes its impact on labor share. Empirical evidence suggests that FEPU can significantly decrease labor share, particularly among firms with financing constraints, low productivity, and high market shares. And the results hold up after a series of robustness tests. Moreover, mechanism analysis indicates that precautionary saving motives play a crucial role in driving firms’ reduction in labor share rather than capital substitution motives. Finally, we further find that although FEPU harms the labor share, it significantly reduces executive payment and has no significant effect on the payment of ordinary employees, thus reducing within-firm inequality. This study enhances our comprehension of how economic policy uncertainty at the firm level affects firm behavior and provides theoretical and practical guidance for increasing labor share and employee welfare.

21 世纪以来,金融危机、COVID-19 等各种突发事件加剧了经济政策的不确定性,而经济政策尤其是企业层面的经济政策对劳动份额的影响仍有待研究。本文通过文本分析构建了企业层面的经济政策不确定性(FEPU),并实证分析了其对劳动份额的影响。实证证据表明,FEPU 会显著降低劳动份额,尤其是在融资约束、低生产率和高市场份额的企业中。经过一系列稳健性检验后,结果依然成立。此外,机制分析表明,预防性储蓄动机而非资本替代动机在推动企业降低劳动份额方面发挥了关键作用。最后,我们进一步发现,虽然 FEPU 损害了劳动份额,但它显著降低了高管的薪酬,而对普通员工的薪酬没有显著影响,从而减少了企业内部的不平等。这项研究加深了我们对企业层面的经济政策不确定性如何影响企业行为的理解,并为提高劳动份额和员工福利提供了理论和实践指导。
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引用次数: 0
What explains the recent increase of gender wage gap in China? 中国近期男女工资差距扩大的原因是什么?
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-07-10 DOI: 10.1111/boer.12467
Lusi Liao

This paper investigates the changes of gender wage gap in urban and rural areas and examines the effect of wage structure and unobserved characteristics on the gap by using the Chinese Household Income Project (CHIP) survey in 2013 and 2018. We document a significant increase of the gender wage gap in both areas as well as among rural-to-urban migrants. By applying Katz and Murphy's supply-demand framework, we find that the demand has shifted toward younger, more educated workers, and the demand for male workers is higher than that for female workers during the time. The Blinder–Oaxaca decomposition of gender wage gap suggests that factors, such as occupation, parenthood status, and industry, have contributed to the expansion of wage gap. Furthermore, the Juhn–Murphy–Pierce decomposition of the change in gender wage gap implies that the expansion is owing to rising discrimination against females and gender-specific factors such as observed and unobserved characteristics that have performed unfavorably for females.

本文通过 2013 年和 2018 年的中国家庭收入项目(CHIP)调查,研究了城市和农村地区性别工资差距的变化,并考察了工资结构和非观测特征对差距的影响。我们记录了这两个地区以及从农村到城市的流动人口中性别工资差距的明显扩大。通过运用卡茨和墨菲的供需框架,我们发现需求转向了更年轻、受教育程度更高的工人,并且在此期间对男性工人的需求高于对女性工人的需求。布林德-瓦哈卡(Blinder-Oaxaca)对性别工资差距的分解结果表明,职业、父母身份和行业等因素都是工资差距扩大的原因。此外,对性别工资差距变化的 Juhn-Murphy-Pierce 分解表明,工资差距的扩大是由于对女性的歧视加剧以及观察到的和未观察到的对女性不利的特征等性别特定因素造成的。
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引用次数: 0
Environmental R&D risk choices with network externalities and emission tax in a differentiated duopoly 差异化二元垄断中具有网络外部性和排放税的环境研发风险选择
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-07-09 DOI: 10.1111/boer.12461
Weiwei Zhang, Hui Li, Dongdong Li

This paper investigates the optimal choice of firms’ environmental R&D (ER&D) risk in a duopoly market with network externalities and emission tax. Considering consumers’ expectations on the overall network size, we analyze two cases in our model: rational expectations and output commitments. The analysis shows that the ER&D risk increases with the intensity of network externalities and emission tax rate under both rational expectations and output commitments. We also find the ER&D risk is higher under output commitments than under rational expectations. Moreover, whether the private optimum is higher or lower than the social optimum depends on the relationship between the emission tax rate and the marginal environmental damage. Finally, the aforementioned conclusions remain unaffected by alterations in the manner in which competition is carried out, and the ER&D risk is higher under Bertrand competition than under Cournot competition.

本文研究了在具有网络外部性和排放税的双头垄断市场中,企业对环境 R&D (ER&D)风险的最优选择。考虑到消费者对整体网络规模的预期,我们在模型中分析了两种情况:理性预期和产出承诺。分析表明,在理性预期和产出承诺两种情况下,ER&D 风险会随着网络外部性和排放税率的增加而增加。我们还发现,与理性预期相比,产出承诺下的 ER&D 风险更高。此外,私人最优值是高于还是低于社会最优值取决于排放税率与边际环境损害之间的关系。最后,上述结论不受竞争方式变化的影响,伯特兰竞争下的 ER&D 风险高于库诺竞争下的 ER&D 风险。
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引用次数: 0
An alternative in deriving subjective probabilities in the futures wagering market 期货投注市场主观概率的另一种推导方法
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-06-12 DOI: 10.1111/boer.12459
Matt E. Ryan

Implied subjective probabilities from futures wagering markets are typically determined using a system known as “fair odds.” Here, an alternative system of calculating subjective probabilities—“quasi-parimutuel”—is offered. Instead of considering individual lines independent of the remainder of the wagering opportunities, the quasi-parimutuel method considers the ratios of wagers required between lines such that a constant return is generated for every line. As a result, relative to the fair odds system, favorites (underdogs) have higher (lower) subjective probabilities, and expected returns across all wagers vary.

期货投注市场的隐含主观概率通常使用一种称为 "公平赔率 "的系统来确定。在此,我们提供另一种计算主观概率的系统--"准准赔率"。准准赔率法不考虑独立于其他投注机会的各条线,而是考虑各条线之间所需的投注比例,从而使每条线都能产生恒定的回报。因此,相对于公平赔率系统,热门(冷门)的主观概率较高(较低),所有投注的预期回报也各不相同。
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引用次数: 0
An agent-based model of consumer demand 基于代理的消费者需求模型
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-06-11 DOI: 10.1111/boer.12458
Georgios Alkis Tsiatsios, Iraklis Kollias, John Leventides, Evangelos Melas

This paper studies an agent-based model of consumer demand. Agents are heterogeneous with respect to their preferences and incomes. There are two basic ingredients in the model. The first ingredient is a metric that captures the degree of heterogeneity between agents. The second ingredient is a serial computer algorithm that is used in order to compute a terminal consumption bundle at which income is exhausted and overall utility is maximized. Agents are clustered into heterogeneous groups based on their preferences and incomes. We extract information about the evolution of consumer expenditure under different price regimes and the buildup of optimal demand for varying levels of income and preference parameter values. These features cannot be obtained in the classical framework of static utility maximization. Our agent-based data-driven methodology can be applied to any relevant data set and so provide a reliable model for forecasting demand given some agent characteristics.

本文研究的是一个基于代理的消费者需求模型。代理在偏好和收入方面是异质的。该模型有两个基本要素。第一个要素是一种衡量标准,它可以捕捉代理人之间的异质性程度。第二个要素是一种串行计算机算法,用于计算一个终端消费束,在这个终端消费束上,收入耗尽,总体效用最大化。我们根据代理人的偏好和收入将其分为不同的组别。我们提取了不同价格体系下消费者支出的演变信息,以及不同收入水平和偏好参数值下最优需求的积累信息。这些特征在静态效用最大化的经典框架中是无法获得的。我们基于代理的数据驱动方法可应用于任何相关数据集,因此可在给定代理特征的情况下提供预测需求的可靠模型。
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引用次数: 0
Profitable environmental corporate social responsibility under managers’ relative profit performance competition 管理者相对利润绩效竞争下的盈利性环境企业社会责任
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-05-24 DOI: 10.1111/boer.12452
Mingqing Xing, Sang-Ho Lee

When managers face relative profit performance competition, we formulate a green managerial delegation contract where the owners impose profit-oriented environmental corporate social responsibility (ECSR) on their managers. We show that the owner adopts ECSR as a commitment device to reduce outputs under quantity competition if the degree of relative profit performance competition is sufficiently high, which can increase not only industry profits but also environmental quality. We also examine an endogenous choice of ECSR and find that the profitable level of ECSR in the asymmetric ECSR case is higher than that in the symmetric ECSR case while both firms undertake ECSR in equilibrium if the severity of competition is sufficiently high.

当管理者面临相对利润绩效竞争时,我们提出了一种绿色管理委托合同,即所有者对其管理者施加以利润为导向的环境企业社会责任(ECSR)。我们的研究表明,如果相对利润绩效竞争程度足够高,所有者会采用 ECSR 作为数量竞争下减少产出的承诺手段,这不仅能提高行业利润,还能提高环境质量。我们还研究了 ECSR 的内生选择,发现如果竞争的严重程度足够高,非对称 ECSR 情况下的 ECSR 盈利水平要高于对称 ECSR 情况下的 ECSR 盈利水平,而两家公司在均衡情况下都会采取 ECSR。
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引用次数: 0
Labor market forecasting in unprecedented times: A machine learning approach 史无前例的劳动力市场预测:机器学习方法
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-05-21 DOI: 10.1111/boer.12451
Johanna M. Orozco-Castañeda, Lya Paola Sierra-Suárez, Pavel Vidal

The COVID-19 pandemic ushered in unprecedented social and economic conditions, alongside unexpected policy responses, challenging the effectiveness of traditional labor market forecasting approaches. This article presents a novel approach that integrates macroeconomic variables, traditional labor market metrics, and Google search data to develop a machine learning-based indicator for the Colombian labor market. We employ support vector machine for regression and neural networks models to forecast monthly employment and unemployment rates, explicitly focusing on the third wave of COVID-19 in the first half of 2021. Our study's findings reveal that the proposed models outperform the autoregressive benchmark regarding forecast accuracy, demonstrating a rapid adaptation to labor market shifts.

COVID-19 大流行带来了前所未有的社会和经济状况以及意想不到的政策应对措施,对传统劳动力市场预测方法的有效性提出了挑战。本文介绍了一种将宏观经济变量、传统劳动力市场指标和谷歌搜索数据整合在一起的新方法,以开发基于机器学习的哥伦比亚劳动力市场指标。我们采用支持向量机回归和神经网络模型来预测月度就业率和失业率,并明确关注 2021 年上半年 COVID-19 的第三波。我们的研究结果表明,所提出的模型在预测准确性方面优于自回归基准,显示了对劳动力市场变化的快速适应。
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引用次数: 0
Market power and income disparities: How can firms influence the gap between capital and labor earnings 市场力量与收入差距:企业如何影响资本与劳动收入之间的差距
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-05-16 DOI: 10.1111/boer.12450
Chrysovalantis Amountzias

This paper investigates the effects of market power on income disparities when firm-specific parameters are considered to test how they shape the gap between capital and labor earnings through their pricing decisions. The dataset consists of 2895 UK manufacturing and services firms over 2010–2019. The results provide the following insights: (a) There is a strong positive association between market power and income disparities across the market, (b) liquidity constraints exert a positive effect on the asset-based disparities ratio, but a negative effect on the profit-based ratio. The robustness of the results is also checked when market-specific characteristics are included in the process.

本文研究了市场力量对收入差距的影响,同时考虑了企业的特定参数,以检验它们如何通过定价决策来形成资本和劳动收入之间的差距。数据集包括 2010-2019 年间的 2895 家英国制造业和服务业公司。结果提供了以下启示:(a) 市场力量与整个市场的收入差距之间存在很强的正相关性;(b) 流动性约束对基于资产的差距比率产生积极影响,但对基于利润的比率产生消极影响。如果将特定市场的特征纳入研究过程中,结果的稳健性也会得到检验。
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引用次数: 0
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Bulletin of Economic Research
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