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The impact of COVID on the rate of return to schooling among US industries COVID 对美国各行业就学回报率的影响
IF 1.7 Q2 ECONOMICS Pub Date : 2024-09-16 DOI: 10.1108/jes-03-2024-0147
Yanan Chen, Kyle Kelly

Purpose

This empirical study aims to examine the COVID impact on the rate of return to schooling in 20 US industries.

Design/methodology/approach

An extended Mincer earnings equation with the COVID dummy variable and dummy interactive terms is used to examine the COVID effect on the rate of return to schooling for different industries. We use Heckman selection model to account for sample selection bias.

Findings

During COVID years, the change in the wage differential between college-and-above and below-college workers is different for industries, which leads to different changes in the rate or return to schooling among the 20 industries. During COVID, the rate of return to schooling increased for seven industries, decreased for seven industries and remained the same for six industries.

Originality/value

There is a lack of empirical tests of recession effects on the rate of return to schooling focusing on industry differentials. This study fills the research gap in this field. Our results will contribute to the ongoing discussion of the COVID impact on wages and returns from human capital investment.

本实证研究旨在考察 COVID 对美国 20 个行业的就学回报率的影响。设计/方法/途径使用包含 COVID 虚拟变量和虚拟交互项的扩展明瑟收入方程,考察 COVID 对不同行业的就学回报率的影响。我们使用 Heckman 选择模型来考虑样本选择偏差。研究结果在 COVID 年间,不同行业中大学及以上和大学以下工人工资差异的变化是不同的,这导致了 20 个行业中学校教育回报率的不同变化。在 COVID 期间,7 个行业的就学回报率上升,7 个行业的就学回报率下降,6 个行业的就学回报率保持不变。本研究填补了这一领域的研究空白。我们的研究结果将有助于当前关于 COVID 对工资和人力资本投资回报的影响的讨论。
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引用次数: 0
Analyzing the ICT and economic growth relation in OECD countries 分析经合组织国家信息和通信技术与经济增长的关系
IF 1.7 Q2 ECONOMICS Pub Date : 2024-09-13 DOI: 10.1108/jes-04-2024-0281
Fazıl Gökgöz, Hasan Turan

Purpose

This study aims to examine the relationship between information and communication technology (ICT) and economic growth in all organization for economic co-operation and development (OECD) countries.

Design/methodology/approach

This paper employs annual panel data together with fixed-effects (FE), random effects (RE), fully modified ordinary least squares (FMOLS), dynamic ordinary least squares (DOLS) and generalized method of moments (GMM) estimators for production function estimation.

Findings

The results indicate that ICTs, non-ICT (NICT) capital services and employment significantly and positively affect economic growth.

Practical implications

Information is an important driving force behind economic growth and productivity, and communication technologies have made it more accessable. Also, many countries aimed to invest in ICT to improve their economic growth and productivity. However, these investments failed to produce the expected outcome for some years and countries.

Originality/value

To our knowledge, no study examines the ICT and growth relation in all OECD countries for 2000–2018 period. We intend to fill this gap by examining whether or not the expected returns from ICT investment are achieved in all OECD countries between 2000 and 2018.

本文采用年度面板数据以及固定效应(FE)、随机效应(RE)、完全修正普通最小二乘法(FMOLS)、动态普通最小二乘法(DOLS)和广义矩方法(GMM)估算生产函数。研究结果研究结果表明,信息和通信技术、非信息和通信技术(NICT)资本服务和就业对经济增长产生了显著的积极影响。此外,许多国家都致力于投资信息和通信技术,以提高经济增长和生产率。原创性/价值据我们所知,目前还没有一项研究对 2000-2018 年期间所有经合组织国家的信息和通信技术与经济增长之间的关系进行研究。我们打算通过研究 2000 年至 2018 年期间所有经合组织国家是否实现了信息和通信技术投资的预期回报来填补这一空白。
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引用次数: 0
Students’ performance and faculty efficiency. Assessing the role of gender through a metafrontier 学生成绩与教师效率。通过元疆界评估性别的作用
IF 1.7 Q2 ECONOMICS Pub Date : 2024-09-12 DOI: 10.1108/jes-01-2024-0037
Cristian Barra, Sergio Destefanis, Vania Sena, Roberto Zotti

Purpose

This paper provides novel evidence on the role of gender in the performance of university students, which is particularly relevant to the debate on the performance of female students in science, technology, engineering and mathematics (STEM) subjects.

Design/methodology/approach

Our approach relies on the metafrontier approach proposed by Huang et al. (2014), which measures students' efficiency within a given faculty and the impact of the faculty’s technology on students’ efficiency. We use a sample of 53,159 first-year students in 8 faculties from a large university in southern Italy from 2002–2003 to 2010–2011.

Findings

Students’ efficiency is relatively low, reflecting an essential role of unobserved heterogeneity. The different technologies of somewhat similar faculties have minimal impact on efficiency. There is a performance gap against women in five faculties, which on average is strongest for the faculties in the pure and applied science area. This gap increases with the proportion of female students and decreases with female lecturers.

Practical implications

The metafrontier has the benefit of providing relevant policy information on the drivers of student success by relying on data that universities routinely generate and preserve.

Originality/value

The stochastic metafrontier approach allows us to separate the group-specific frontiers from the metafrontier, yielding a decomposition of the efficiency scores of various faculties into technical efficiency scores and technological gaps.

本文提供了性别在大学生学习成绩中的作用的新证据,这与关于女生在科学、技术、工程和数学(STEM)学科中的表现的讨论尤为相关。设计/方法/途径我们的方法依赖于 Huang 等人(2014 年)提出的元一线方法,该方法衡量了学生在特定院系中的效率以及院系技术对学生效率的影响。我们使用了意大利南部一所大型大学 8 个学院 53 159 名一年级学生的样本,时间跨度为 2002-2003 年至 2010-2011 年。有些相似的院系的不同技术对效率的影响微乎其微。在五个院系中,女生的表现存在差距,平均而言,纯科学和应用科学领域的院系差距最大。这种差距随着女学生比例的增加而增大,随着女讲师比例的增加而减小。原创性/价值随机元前沿方法使我们能够从元前沿中分离出特定群体的前沿,从而将不同院系的效率得分分解为技术效率得分和技术差距。
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引用次数: 0
An empirical analysis of climate transition: a global outlook of agriculture productivity 气候转型实证分析:全球农业生产力展望
IF 1.7 Q2 ECONOMICS Pub Date : 2024-09-06 DOI: 10.1108/jes-07-2024-0466
Zubair Tanveer, Rukhsana Kalim

Purpose

This study has empirically investigated the impacts of climate change on agricultural productivity worldwide, considering the ranking of agriculture productivity. Additionally, the study has estimated the extent to which climate change favoured agriculture productivity from a global perspective.

Design/methodology/approach

The study prepared a suitable econometric model and employed the quantile panel Autoregressive Distributed Lag technique with a two-step Error Correction Mechanism to assess the influence of global warming on worldwide agrarian productivity.

Findings

The estimated results provide evidence for the nonlinear impacts of climate change on agriculture productivity across all quantiles. Moreover, threshold levels of average annual temperature rise with the improvement of agricultural productivity, depicting that low-productive areas are highly vulnerable to global warming. Additionally, agricultural inputs like labour, capital and irrigated land are positively related to agricultural productivity, with relatively substantial marginal productivity in highly productive regions. Nevertheless, technological innovations are found to be more productive in low-productive areas.

Practical implications

Policymakers should prioritize region-specific climate-smart agriculture by targeting policies to increase agricultural productivity and minimize the effects of climate change on food security and nutrition.

Originality/value

Despite significant research in this area, there remains a knowledge gap on the nature of this relationship, especially regarding productivity thresholds under warming. The study aims to fill this gap, offering valuable insights to guide policy actions and adaptation strategies to mitigate the adverse impacts of climate change on agriculture productivity.

目的 本研究通过实证调查气候变化对全球农业生产率的影响,同时考虑到农业生产率的排名。此外,研究还从全球角度估算了气候变化对农业生产率的有利程度。研究准备了一个合适的计量经济学模型,并采用了带有两步误差修正机制的量级面板自回归分布滞后技术,以评估全球变暖对全球农业生产率的影响。研究结果估算结果证明了气候变化对所有量级农业生产率的非线性影响。此外,随着农业生产率的提高,年平均气温的临界值也在上升,这表明低生产率地区极易受到全球变暖的影响。此外,劳动力、资本和灌溉土地等农业投入与农业生产率呈正相关,高产地区的边际生产率相对较高。实践意义政策制定者应优先考虑针对特定地区的气候智能型农业,有针对性地制定政策,提高农业生产率,最大限度地减少气候变化对粮食安全和营养的影响。原创性/价值尽管在这一领域开展了大量研究,但在这一关系的性质方面仍存在知识空白,特别是在气候变暖条件下的生产率阈值方面。本研究旨在填补这一空白,为指导政策行动和适应战略提供有价值的见解,以减轻气候变化对农业生产力的不利影响。
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引用次数: 0
Is monopoly truly effective for producers? 垄断对生产者真的有效吗?
IF 1.7 Q2 ECONOMICS Pub Date : 2024-09-03 DOI: 10.1108/jes-03-2024-0129
Nikita Moiseev

Purpose

The paper is devoted to modeling a pricing policy of competitive firms in a “closed” economy framework.

Design/methodology/approach

The proposed model can be regarded as an analog to CGE model and is based on the intersectoral balance methodology incorporating linear demand functions for goods and services.

Findings

By performing different model experiments, we show that a certain degree of competition can bring more profit to all competing firms, than in case of complete absence of such competition, what is also supported by empirical investigation. This finding implies that monopolies may perform worse than competitive firms, what contradicts with the modern provisions of economic theory, stating that monopoly is the most lucrative type of market structure for a producer. The discovered effect occurs due to the aggressive pricing policy, adopted by monopolies, spurring up the inflation spiral, which is most obvious if monopolies are strongly interdependent in terms of production matrix. This inflation spiral drives prices too high, what negatively reflects on firms’ costs and, consequently, results in monopolies receiving less profit.

Originality/value

The proposed model can also be useful for understanding and assessing various economic consequences after different external or internal shocks, what is especially crucial when conducting monetary or fiscal policy.

通过进行不同的模型实验,我们发现一定程度的竞争比完全没有竞争的情况下能为所有竞争企业带来更多利润,这也得到了经验调查的支持。这一发现意味着垄断企业可能比竞争企业表现更差,这与现代经济理论的规定相矛盾,即垄断是生产商最有利可图的市场结构类型。所发现的效应是由于垄断企业采取了激进的定价政策,刺激了螺旋式通货膨胀,如果垄断企业在生产矩阵方面具有很强的相互依赖性,这种效应就最为明显。这种螺旋式通胀使价格过高,对企业成本产生负面影响,从而导致垄断企业获得的利润减少。原创性/价值所提出的模型也有助于理解和评估不同外部或内部冲击后的各种经济后果,这在实施货币或财政政策时尤为重要。
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引用次数: 0
Introducing ESG controversies as the polluting factor of banks’ activity: a nonparametric efficiency approach 将环境、社会和治理争议作为银行活动的污染因素:一种非参数效率方法
IF 1.7 Q2 ECONOMICS Pub Date : 2024-08-30 DOI: 10.1108/jes-02-2024-0080
Anna Rita Dipierro, Pierluigi Toma, Massimo Frittelli

Purpose

Whether environmental, social and governance (ESG) factors are a curse or a blessing in the run for performance is still a burning issue. This is all the more true for banks, as their call for action in ESG dimensions clashes with evidence of scandals. As a more aligned to reality view, we propose to regard the mistreatment of ESG issues, both theoretically and empirically, as an undesirable output of banks' everyday activity. Empirically, we question whether 128 leading banks worldwide neglected the minimisation of ESG controversies (ESGC) in pursuing traditional productive efficiency, over the timespan 2011–2021.

Design/methodology/approach

To our end, we use oriented distance functions according to the nonparametric efficiency approach of data envelopment analysis (DEA). This framework accounts for undesirable outputs.

Findings

Being inefficient in the ESGC domain is not a necessary evil to achieve productive efficiency. Instead, incurring in higher ESGC negatively affects productive efficiency, by causing future decrease of reputation and performance.

Originality/value

We propose a new paradigm of banks’ activity and related efficiency evaluation. In so doing, we favour a real dimension of banks’ engagement in ESG concerns.

目的在追求业绩的过程中,环境、社会和治理(ESG)因素究竟是祸是福,仍然是一个亟待解决的问题。对于银行来说更是如此,因为银行要求在 ESG 方面采取行动的呼声与丑闻证据相冲突。作为一种更贴近现实的观点,我们建议从理论和经验两方面将对环境、社会和公司治理问题的不当处理视为银行日常活动的不良产出。为此,我们根据数据包络分析(DEA)的非参数效率方法,使用了定向距离函数。结果在 ESGC 领域效率低下并不是实现生产效率的必然之恶。原创性/价值我们提出了银行活动和相关效率评估的新范式。我们提出了银行活动和相关效率评估的新范式,从而为银行参与环境、社会和治理问题提供了一个真实的维度。
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引用次数: 0
EU membership and income inequality: escaping the single and binary treatment approach 欧盟成员国资格与收入不平等:摆脱单一和二元处理方法
IF 1.7 Q2 ECONOMICS Pub Date : 2024-08-29 DOI: 10.1108/jes-04-2024-0280
Tomasz Serwach

Purpose

In this paper, the impact of the 2004 European Union accession on income inequalities within New Member States is analyzed.

Design/methodology/approach

An empirical analysis is conducted with nine New Member States over the period 1991–2015, with 55 economies serving as a control group. The newly introduced (by de Chaisemartin and D’Haultfœuille, 2023) method belonging to the family of difference-in-differences (DID) estimators is applied to allow for multiple non-binary treatments.

Findings

While accession to the European Union had a positive and significant impact on the market and net Gini coefficients in the treated countries, no evidence of the impact of accession on redistribution was found. Single-unit estimates signal that income inequalities rose due to EU membership in some member countries; the most convincing evidence shows that income distribution in Latvia was especially affected.

Originality/value

The author applied the method which addresses the presence of multiple non-binary treatments. Full-fledged membership was preceded by association status, and accession to the EU was accompanied or followed by engagement in other layers of integration (European Monetary Union and Schengen Area). Controlling for these features, the author was able to assess whether the pure EU effect contributed to increases in income inequalities.

本文分析了 2004 年加入欧盟对新成员国内部收入不平等的影响。设计/方法/途径对 1991-2015 年期间的 9 个新成员国进行了实证分析,并将 55 个经济体作为对照组。研究结果虽然加入欧盟对所处理国家的市场和净基尼系数产生了积极而显著的影响,但没有发现加入欧盟对再分配产生影响的证据。单个单位估算表明,一些成员国的收入不平等因加入欧盟而加剧;最有说服力的证据表明,拉脱维亚的收入分配尤其受到影响。在成为正式成员之前,拉脱维亚先获得了联系国地位,而在加入欧盟的同时或之后,拉脱维亚还参与了其他层面的一体化进程(欧洲货币联盟和申根地区)。通过对这些特征进行控制,作者能够评估纯粹的欧盟效应是否会导致收入不平等的加剧。
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引用次数: 0
Economic freedom and its subcomponents: effects on Islamic bank performance 经济自由及其分项:对伊斯兰银行业绩的影响
IF 1.7 Q2 ECONOMICS Pub Date : 2024-08-28 DOI: 10.1108/jes-01-2024-0059
Masrizal, Raditya Sukmana, Bayu Arie Fianto, M. Shabri Abd. Majid

Purpose

This paper aims to examine the profitability of Islamic banks benefits from economic freedom and its subcomponents.

Design/methodology/approach

This study uses a sample of 41 Islamic banks from the Organization of Islamic Cooperation (OIC) Countries selected from 2010–2020. It conducts an empirical approach based on the System Generalized Method of Moments (SGMM).

Findings

Overall, economic freedom has a substantial impact on the profitability of Islamic banks. We then investigate the relationship between the subcomponents of economic freedom and the profitability of Islamic banks. The study’s breakdown components suggest that financial and investment freedoms are favorable indicators, while business and monetary freedoms have a negative effect.

Practical implications

This research can serve as a guideline for Islamic bank management in terms of maintaining performance. The results of this study provide policy implications for the government to offer friendly regulations for economic actors to engage in financial transactions by looking at the economic freedom sub-component.

Originality/value

To the best of the authors' knowledge, the study of the role of economic freedom in Islamic banking performance is limited, particularly in the context of OIC Countries.

本文旨在研究伊斯兰银行的盈利能力是否得益于经济自由及其子要素。本研究以 2010-2020 年伊斯兰合作组织(OIC)国家的 41 家伊斯兰银行为样本。研究结果总体而言,经济自由度对伊斯兰银行的盈利能力有重大影响。然后,我们研究了经济自由度的子项与伊斯兰银行盈利能力之间的关系。研究的细分部分表明,金融和投资自由是有利指标,而商业和货币自由则有负面影响。据作者所知,有关经济自由在伊斯兰银行业绩中的作用的研究非常有限,尤其是在伊斯兰会议组织国家的背景下。
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引用次数: 0
Digital finance and MSME performance in India: evidence from World Bank Enterprise Survey data 印度的数字金融和中小微企业绩效:世界银行企业调查数据提供的证据
IF 1.7 Q2 ECONOMICS Pub Date : 2024-08-21 DOI: 10.1108/jes-12-2023-0744
Anil Verma, Khanindra Ch. Das, Pooja Misra

Purpose

The impact of digitalisation on smaller firms remains sparsely studied across emerging economies. The paper aims to examine the relationship between digital adoption and multiple performance parameters of micro, small and medium enterprises (MSME) in a prominent emerging economy.

Design/methodology/approach

The study employs data from the World Bank Enterprise Survey (WBES) 2022, capturing 9,024 Indian MSME firms spread across the country. Performance indicators are derived from growth in sales, employment and labour productivity (LPROD). Multiple regression estimates are derived that also correct for sample selection bias using Heckman’s two-step process.

Findings

Digital proliferation is found to increase as firms mature up in terms of age, size and constitution. A significant difference could also be observed in business performance across digital and non-digital businesses, with sales growth (SG) and productivity higher for digital firms. Digital financial variables are found to have a significant impact on SG but not as much in the case of employment growth and LPROD. The results are robust to correction for sample selection bias in digital adoption using inverse mills ratio (IMR).

Practical implications

The study highlights digital adoption gaps across various strata of MSMEs, highlighting lower adoption when firms are younger, smaller and lacking formal constitutional setup. Digital variables indicating positive association with SG highlight the need for concerted efforts at the public policy level for building appropriate skills and infrastructure for micro and small enterprises to boost their digital adoption to promote growth.

Originality/value

There is a lack of micro-level empirical evidence measuring the impact of advanced digital technology usage on multiple aspects of enterprise performance amongst micro and small firms. The study deploys unique digital variables including TReDS and use of online credit applications to assess the impact on business performance. The findings provide insights for practice and public policy, besides making the case for a higher focus on launching digital initiatives for smaller enterprises.

目的在新兴经济体中,数字化对小型企业影响的研究仍然很少。本文旨在研究一个著名新兴经济体中微型、小型和中型企业(MSME)的数字化应用与多种绩效参数之间的关系。绩效指标来自销售、就业和劳动生产率(LPROD)的增长。研究结果发现,随着企业在年龄、规模和组织结构方面日趋成熟,数字扩散也随之增加。数字企业和非数字企业的经营业绩也存在明显差异,数字企业的销售增长(SG)和生产率更高。研究发现,数字金融变量对 SG 有显著影响,但对就业增长和 LPROD 的影响不大。使用反向磨坊比率(IMR)对数字化采用中的样本选择偏差进行校正后,结果是稳健的。 这项研究强调了中小微企业各阶层在数字化采用方面的差距,当企业较年轻、规模较小且缺乏正式的组织机构时,数字化采用率较低。显示与 SG 呈正相关的数字变量突出表明,有必要在公共政策层面共同努力,为小微企业建设适当的技能和基础设施,以提高其数字应用水平,促进增长。本研究利用独特的数字变量(包括 TReDS 和在线信贷申请的使用)来评估对企业绩效的影响。研究结果为实践和公共政策提供了启示,同时也为更加重视为小型企业推出数字化举措提供了依据。
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引用次数: 0
Does remaining in Russia affect analysts’ sentiment? 留在俄罗斯是否会影响分析师的情绪?
IF 1.7 Q2 ECONOMICS Pub Date : 2024-08-15 DOI: 10.1108/jes-02-2024-0098
Emmanuel C. Mamatzakis, Lorenzo Neri, Antonella Russo

Purpose

Since February 2022, the conflict between Ukraine and Russia has significantly influenced global financial markets, altering investor behavior and increasing market volatility. Western countries’ sanctions on Russia have influenced market uncertainty. Academic literature has deeply investigated the market’s reaction to the conflict and demonstrated a diverse range of impacts. Our study delves into how corporate decisions to remain in or exit Russia during the conflict influence analyst sentiment.

Design/methodology/approach

Leveraging data on analysts' revision scores (ARS) from Eikon, Refinitiv, our analysis underscores the importance of analysts during periods of uncertainty (Kacperczyk and Seru, 2007; Loh and Stulz, 2018). Using static and dynamic panel analysis, we examine the impact of Russia exposure on ARS while controlling for key variables.

Findings

Companies that retain a presence in Russia tend to enhance the overall ARS score, contributing to increased optimism among analysts regarding forecasts for the firms in question. Controlling for endogeneity and underlying dynamics in ARS does not alter the main findings. All in all, the results confirm the absence of an impact on the companies' returns post-announcement to continue or leave Russia after the start of the conflict (Balyuk and Fedyk, 2023).

Originality/value

This research sheds light on the complex relationship between geopolitical events, corporate decisions and investor sentiment, offering valuable insights for stakeholders, policymakers and regulators.

目的自 2022 年 2 月以来,乌克兰与俄罗斯之间的冲突对全球金融市场产生了重大影响,改变了投资者的行为,加剧了市场波动。西方国家对俄罗斯的制裁影响了市场的不确定性。学术文献深入研究了市场对冲突的反应,并展示了各种不同的影响。我们的研究深入探讨了企业在冲突期间留在或退出俄罗斯的决策如何影响分析师的情绪。设计/方法/途径利用来自 Eikon、Refinitiv 的分析师修正分数(ARS)数据,我们的分析强调了分析师在不确定时期的重要性(Kacperczyk 和 Seru,2007 年;Loh 和 Stulz,2018 年)。利用静态和动态面板分析,我们在控制关键变量的同时,研究了俄罗斯风险敞口对 ARS 的影响。研究结果在俄罗斯保留业务的公司往往会提高 ARS 的整体得分,从而促使分析师对相关公司的预测更加乐观。控制 ARS 的内生性和潜在动态并不会改变主要研究结果。总之,研究结果证实,在冲突开始后,宣布继续留在俄罗斯或离开俄罗斯的公司的回报没有受到影响(Balyuk 和 Fedyk,2023 年)。
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引用次数: 0
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