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Which Combination of Trade Provisions Promotes Trade in Value-Added? An Application of Machine Learning to Cross-Country Data 哪种贸易条款组合能促进增值贸易?机器学习在跨国数据中的应用
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-06-15 DOI: 10.1111/1759-3441.12398
Sharadendu Sharma, Yadnesh P. Mundhada, Rahul Arora

Over time, the trade agreements are witnessing a substantial change in their provisions by encompassing provisions beyond their conventional trade domain, such as labour market regulations, environmental regulations and competition policies. Theoretically, studies argued the role of signing an agreement with deep provisions to promote trade in value-added, but empirical verification in favour of a few is rarely available. The present study attempts to identify this set of provisions included in deep trade agreements (DTAs) that positively impact the bilateral trade in value added. Using the traditional gravity model framework and its estimation through modern econometric and machine learning tools, the study shows that incorporating provisions relating to establishing and preserving economic rights in trade agreements promotes trade in value-added among member countries. Notably, the study found the combination of three main policy areas: technical barriers to trade, competition policy and labour market regulations. Both econometric and machine learning methods confirm the significant impact of these three provisions. Understanding the significance of specific provisions holds relevance in the current scenario where major trading economies are calibrating trade agreements. From the policy perspective, disentangling a set of provisions might be relevant for designing and negotiating trade agreements.

随着时间的推移,贸易协定的条款正在发生重大变化,其规定超出了传统的贸易领域,如劳动力市场法规、环境法规和竞争政策。从理论上讲,有研究论证了签署具有深度条款的协定对促进增值贸易的作用,但很少有有利于少数协定的经验验证。本研究试图找出深度贸易协定(DTAs)中包含的对双边增值贸易产生积极影响的一系列条款。本研究采用传统的引力模型框架,并通过现代计量经济学和机器学习工具对其进行了估算,结果表明,在贸易协定中纳入有关建立和维护经济权利的条款可促进成员国之间的增值贸易。值得注意的是,研究发现了三个主要政策领域的结合:技术性贸易壁垒、竞争政策和劳动力市场法规。计量经济学和机器学习方法都证实了这三项条款的重大影响。在当前主要贸易经济体都在调整贸易协定的情况下,了解具体条款的重要性具有现实意义。从政策角度来看,将一系列条款分离开来可能与贸易协定的设计和谈判有关。
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引用次数: 0
Financial Literacy and Self-Employment 金融素养与自营职业
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-06-08 DOI: 10.1111/1759-3441.12395
Alison Preston, Robert E. Wright

This article uses individual-level data collected in the Household, Income and Labour Dynamics in Australia (HILDA) survey in 2016 to econometrically explore the direction of causation between financial literacy and self-employment. The empirical approach is based on applying instrumental variables (IV) analysis in a three-outcome labour supply model (i.e. self-employment, employee employment and non-employment) that controls for selection into employment. In keeping with a small number of studies, the analysis suggests that there is a positive relationship between financial literacy and self-employment. The analysis also suggests that the likely causal direction is from financial literacy to self-employment. However, this is also found for employee employment. Therefore, policies aimed at increasing financial literacy will likely not only increase self-employment but also employee employment. This suggests that financial literacy may be a form of “general human capital,” such as education, work experience or training. However, the impact of financial literacy on self-employment is not larger (more positive) for self-employment compared to employee employment. Clearly much more research is needed to understand the numerous relationships between financial literacy and other labour market outcomes.

本文使用2016年澳大利亚家庭、收入和劳动力动态(HILDA)调查中收集的个人层面数据,以计量经济学的方式探讨金融素养与自营职业之间的因果关系。实证方法基于在控制就业选择的三结果劳动力供应模型(即自营职业、雇员就业和非就业)中应用工具变量(IV)分析。与少量研究一致,分析表明,金融素养与自营职业之间存在积极关系。分析还表明,可能的因果方向是从金融知识到自营职业。然而,这也适用于员工就业。因此,旨在提高金融知识的政策可能不仅会增加自营职业,还会增加员工就业。这表明,金融知识可能是“一般人力资本”的一种形式,如教育、工作经验或培训。然而,与员工就业相比,金融素养对自营职业的影响并不是更大(更积极)。显然,还需要更多的研究来理解金融知识与其他劳动力市场结果之间的众多关系。
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引用次数: 0
The Influence of Administrative Intensity on Efficiency: An Empirical Analysis of Australian Universities 行政强度对效率的影响——对澳大利亚大学的实证分析
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-06-05 DOI: 10.1111/1759-3441.12387
Carolyn-Thi Thanh Dung Tran, Brian Dollery, Subba Reddy Yarram

While a voluminous empirical literature has investigated university efficiency, much less attention has focused on the impact of administrative intensity on university performance. In this article, we seek to contribute to the empirical literature by examining the relationship between operational efficiency and administrative intensity in the Australian higher education sector over the period 2009/10–2018/19 using a second stage bootstrapping Data Envelopment Analysis (DEA) fractional regression model. We find that administrative intensity positively affects the performance of universities for both the standard and bias-corrected efficiency models. Moreover, administrative intensity exhibits an inverted U-shaped relationship with university efficiency. We also find that administrative intensity has a differential impact on the efficiency of the different types of university. Various public policy implications are considered.

虽然大量的实证文献调查了大学效率,但很少关注行政强度对大学绩效的影响。在本文中,我们试图通过使用第二阶段自举数据包络分析(DEA)分数回归模型来研究2009/10–2018/19年期间澳大利亚高等教育部门的运营效率和行政强度之间的关系,从而为实证文献做出贡献。我们发现,无论是标准效率模型还是偏差修正效率模型,行政强度都会对大学的绩效产生积极影响。此外,行政强度与大学效率呈倒U型关系。我们还发现,行政强度对不同类型大学的效率有不同的影响。考虑了各种公共政策影响。
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引用次数: 0
Labour Allocation Decision of Rice Farming Households in Bangladesh 孟加拉国水稻种植户的劳动力分配决策
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-06-05 DOI: 10.1111/1759-3441.12396
Jahangir Hossain, Md. Ismail Hossain, S.M. Asif Ehsan

This paper investigates the factors affecting the labour allocation decisions of rice-producing households in Bangladesh. A farm-household model has been used to explore the household decision-making mechanism. We use a primary questionnaire survey, and a Generalised Ordered Logit model is used to identify the factors affecting the sample households' likelihood of choosing different labour regimes, assuming hiring-in is the top ordered alternative, followed by self-cultivator and smallholders. Results show that one more year of schooling of the household head increases the likelihood of choosing the hiring-in category against the lower-ordered choices by 25 per cent. Having more cultivated land substantially improves the propensity of a household to hire labour versus selling labour or self-cultivation (odds ratio 11.68). If a household lives a kilometre further from the Upazila headquarter, it is 11 per cent more likely to hire labour than being either a smallholder or self-cultivator, which might be a result of the larger availability of labour in those areas. Additionally, an increase in the number of visits by agricultural extension officers reduces the household's likelihood of hiring labour by almost 21 per cent while making the households more likely to be self-cultivators.

本文研究了影响孟加拉国水稻生产家庭劳动力分配决策的因素。本文采用农户模型来探讨家庭决策机制。我们使用初级问卷调查,并使用广义有序 Logit 模型来确定影响样本家庭选择不同劳动制度可能性的因素,假设雇佣是最优先的有序选择,其次是自耕农和小农户。结果表明,户主多接受一年学校教育,选择雇工类别的可能性就会比选择较低排序的可能性增加 25%。拥有更多耕地会大大提高家庭雇佣劳动力的倾向,而不是出卖劳动力或自耕自种(几率比 11.68)。如果一个家庭的居住地距离乡政府所在地一公里远,那么该家庭雇佣劳动力的可能性要比小农或自耕农高 11%,这可能是由于这些地区的劳动力供应量更大。此外,农业推广人员来访次数的增加使家庭雇用劳动力的可能性降低了近 21%,同时使家庭更有可能成为自耕农。
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引用次数: 0
Productivity, Economic Dynamism and the “Failure of Competition” Narrative* 生产力、经济动力论与“竞争失败”叙事*
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-05-26 DOI: 10.1111/1759-3441.12389
Stephen P. King

Productivity growth has declined in Australia and other developed countries over the past two decades. It has been argued that reduced dynamism and the failure of competition at an economy-wide level is to blame, leading to calls for broad competition policy reforms. In this paper we consider the theoretical and empirical evidence to support this “failure of competition” narrative. We find that the evidence, at best, is ambiguous. Competition failures in some areas support the need for reform, but the competition landscape across Australia is complex and there is no simple link between indicators of competition, such as concentration levels; indicators of reduced dynamism, such as falling business investment, and falling productivity growth.

在过去二十年中,澳大利亚和其他发达国家的生产力增长有所下降。有人认为,活力的减弱和整个经济层面的竞争失败是罪魁祸首,导致人们呼吁进行广泛的竞争政策改革。在本文中,我们考虑了支持这种“竞争失败”叙事的理论和实证证据。我们发现,证据充其量是模棱两可的。一些领域的竞争失败支持了改革的必要性,但澳大利亚各地的竞争格局很复杂,集中度等竞争指标之间没有简单的联系;活力下降的指标,如商业投资下降和生产率增长下降。
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引用次数: 0
A Zippier Economy: Lessons from the 1992 Hilmer Competition Reforms* 快速经济:1992年希尔默竞争改革的经验教训*
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-05-25 DOI: 10.1111/1759-3441.12388
Andrew Leigh

The Hilmer Review and National Competition Policy reforms were an important part of the 1990s productivity surge and have been estimated to have delivered a permanent 2.5 per cent lift in GDP. I outline the key elements of these reforms and identify seven lessons for modern competition reformers. In the 2020s, with the startup rate falling and market concentration rising, boosting competition is one way of increasing productivity and improving the dynamism of the Australian economy.

《希尔默评论》和《国家竞争政策》改革是20世纪90年代生产力激增的重要组成部分,据估计已使国内生产总值永久增长2.5%。我概述了这些改革的关键要素,并确定了现代竞争改革者的七个教训。在20世纪20年代,随着创业率的下降和市场集中度的提高,促进竞争是提高生产力和提高澳大利亚经济活力的一种方式。
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引用次数: 0
I'll Be Good for Grandma: Institutional and Relational Trust and COVID-19 Restriction Compliance* 我会为奶奶好:制度和关系信任与新冠肺炎限制合规*
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-05-22 DOI: 10.1111/1759-3441.12386
Derly M. Andrade-Molina, Juan Carlos Fernández-Cadena, Mario A. Fernandez, Lauren A. Rhodes, Gonzalo E. Sánchez

The COVID-19 pandemic has wreaked social and economic havoc across the globe. This article addresses an aspect of trust that has not received wide attention in the context of the pandemic: how relational trust can affect compliance behaviour with health campaigns. This article uses a unique dataset of people receiving a COVID test after suspicion of infection. We use regression analysis to study the relation between compliance with mobility restrictions and institutional and relational trust. We find that trusting that close relations will be there for you in the case of falling ill is associated with a significant increase in the probability of complying with health campaigns as is trust that public institutions will respond appropriately to the pandemic. Additionally, we find no statistical relationship between compliance and trust in media outlets nor compliance and trust that community members (neighbours, co-workers or others) will care for you. The findings suggest that enhancing trust may improve compliance with mobility restrictions, however, increasing trust in specific groups may not aid in the effectiveness of some health campaigns. Importantly, nudging people towards compliance could be achieved by emphasising in campaigns that your behaviour could influence the health of those who you care about.

新冠肺炎疫情在全球范围内造成了社会和经济灾难。这篇文章讨论了在疫情背景下尚未得到广泛关注的信任的一个方面:关系信任如何影响健康活动的合规行为。这篇文章使用了一个独特的数据集,这些数据集是在怀疑感染后接受新冠病毒检测的人。我们使用回归分析来研究遵守流动限制与制度和关系信任之间的关系。我们发现,相信在生病的情况下会有亲密的关系陪伴你,这与遵守卫生运动的可能性显著增加有关,也与相信公共机构会对疫情做出适当反应有关。此外,我们没有发现合规性与对媒体的信任之间的统计关系,也没有发现社区成员(邻居、同事或其他人)会关心你的合规性和信任之间的关系。研究结果表明,增强信任可能会提高对行动限制的遵守程度,然而,增强对特定群体的信任可能无助于某些健康运动的有效性。重要的是,通过在活动中强调你的行为可能会影响你关心的人的健康,可以促使人们遵守规定。
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引用次数: 0
Labour Market Outcomes of Graduates in Economics in Australia* 澳大利亚经济学毕业生的劳动力市场结果*
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-05-09 DOI: 10.1111/1759-3441.12385
Ian Li, Andrew Williams, Ken Clements

The discipline of economics encompasses broad skillsets with diverse applications in employment markets and industries. Studies of labour market prospects for economics graduates are relatively dated particularly in the light of developments such as declining interest in economics in high school and university. This study examines the labour market outcomes of Australian economics graduates, at the bachelor and postgraduate levels, using a national dataset. We observe strong employment prospects for graduates in economics after graduation, in terms of full-time employment and salaries. Obtaining a postgraduate qualification appears to pay off, with master's and PhD graduates experiencing more favourable employment outcomes than bachelor's graduates. Substantial proportions report being overqualified for their jobs although this proportion is comparable to those reported for the broader Australian graduate labour market. Reassuringly, those initially overqualified transition out and overqualification reduces in the longer term. Most economics graduates become economists, but many others enter a wide array of other occupations. Of those who start out in non-economist professions, there is a 42 per cent chance that they transition to economist roles after 2.5 years. In summary, an economics degree leads to favourable employment and earnings and should still be considered an attractive choice for prospective students.

经济学学科涵盖了广泛的技能,在就业市场和行业中有着不同的应用。对经济学毕业生劳动力市场前景的研究相对滞后,特别是考虑到高中和大学对经济学的兴趣下降等事态发展。这项研究使用国家数据集考察了澳大利亚经济学学士和研究生毕业生的劳动力市场结果。我们观察到经济学毕业生毕业后在全职就业和工资方面有着强劲的就业前景。获得研究生资格似乎是有回报的,硕士和博士毕业生的就业结果比学士毕业生更有利。相当一部分人报告说他们的工作资历过高,尽管这一比例与更广泛的澳大利亚毕业生劳动力市场的报告相当。令人放心的是,从长远来看,那些最初资历过高的人会退出,资历过高的情况会减少。大多数经济学毕业生都成为了经济学家,但也有许多人进入了广泛的其他职业。在那些刚开始从事非经济学家职业的人中,有42%的机会在2.5岁后转变为经济学家 年。总之,经济学学位可以带来有利的就业和收入,对未来的学生来说仍然是一个有吸引力的选择。
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引用次数: 0
Economic Resilience in a Pandemic: Did COVID-19 Policy Effects Override Industry Diversity Impacts in Australia? 大流行病中的经济韧性:新冠肺炎政策影响是否超过了澳大利亚的行业多样性影响?
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-04-10 DOI: 10.1111/1759-3441.12384
Sveta Angelopoulos, Ashton de Silva, Yonatan Navon, Sarah Sinclair, Maria Yanotti

The industry diversity thesis of economic resilience to economic shocks is embedded in community development policy across Australia. The idea being that in the event of an economic shock some industries will prove more recession-proof than others. The greater the industry diversity, the greater the likelihood of off-setting industry effects, resulting in greater economic resilience. The COVID-19 pandemic and the associated restrictions created a unique natural experiment to explore whether the industry diversity thesis holds true under the conditions of a global health pandemic. In this policy paper, we use JobKeeper applications as a proxy for decreased economic resilience. We explore if Australian local government areas (LGAs) with higher industry diversity had less necessity for JobKeeper. We also briefly consider if concentrations of certain industries acted as a better economic buffer to the COVID-19 economic shock. We observe that as diversity increases, economic resilience strengthens except for Victoria (where the association is inverted). This observation has important implications for current and future policy formation and implementation across all layers of government.

澳大利亚各地的社区发展政策中都包含了关于经济抵御经济冲击能力的行业多样性理论。其想法是,在经济冲击的情况下,一些行业将比其他行业更能抵御衰退。行业多样性越大,抵消行业影响的可能性就越大,从而产生更大的经济韧性。新冠肺炎大流行及其相关限制创造了一个独特的自然实验,以探索在全球卫生大流行的条件下,行业多样性理论是否成立。在这份政策文件中,我们使用JobKeeper应用程序作为经济弹性下降的指标。我们探讨了行业多样性较高的澳大利亚地方政府地区(LGA)是否对JobKeeper的必要性较低。我们还简要考虑了某些行业的集中是否对新冠肺炎经济冲击起到了更好的经济缓冲作用。我们观察到,随着多样性的增加,除维多利亚州(该协会颠倒)外,经济韧性也在增强。这一观察结果对当前和未来各级政府的政策制定和实施具有重要意义。
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引用次数: 1
A Demand Systems Approach to Understanding Medium-Term Post-Pandemic Consumption Trends 理解疫情后中期消费趋势的需求系统方法
IF 0.9 Q2 Economics, Econometrics and Finance Pub Date : 2023-04-06 DOI: 10.1111/1759-3441.12380
Long Hai Vo, Kirsten Martinus, Brett Smith

Recent research has documented the immediate negative impact of the COVID-19 pandemic on household and business consumption, but there is still limited investigation into the medium-term effects in specific consumption categories. This paper addresses this gap using a vector autoregression analysis of a system of aggregated consumer final demand across Australia. We highlight the importance of studying a demand system, as opposed to investigating independent consumption categories, due to the interactive evolution of consumption during the pandemic. Modelling the paths of various consumption categories in response to shocks from one another, we find that, despite the large and abrupt shocks to consumption during the first two quarters of 2020, most categories reverted to pre-COVID levels when restrictions were lifted. Importantly, transportation had the largest and most persistent decline. Overall, shocks to sectors other than food, alcohol and education were outside the counterfactual forecast confidence intervals estimated based on pre-COVID information.

最近的研究记录了新冠肺炎疫情对家庭和企业消费的直接负面影响,但对特定消费类别的中期影响的调查仍然有限。本文使用对澳大利亚消费者最终总需求系统的向量自回归分析来解决这一差距。我们强调了研究需求系统的重要性,而不是调查独立的消费类别,因为疫情期间消费的互动演变。通过建模不同消费类别对彼此冲击的反应路径,我们发现,尽管2020年前两个季度消费受到了巨大而突然的冲击,但当限制解除时,大多数类别都恢复到了新冠疫情前的水平。重要的是,运输业的下降幅度最大、持续时间最长。总体而言,对食品、酒精和教育以外行业的冲击超出了根据新冠疫情前信息估计的反事实预测置信区间。
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引用次数: 0
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