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Fresh evidence from temperature effects on growth and economic policy uncertainty: A panel quantile approach 温度对经济增长和经济政策不确定性影响的新证据:面板量化方法
Q1 Economics, Econometrics and Finance Pub Date : 2024-07-18 DOI: 10.1016/j.jeca.2024.e00376
Flora Leventis, Panagiotis Palaios

This paper provides fresh evidence of temperature effects on GDP per capita growth and economic policy uncertainty (epu). We apply the quantile via moments methodology (Machado and Santos Silva, 2019) in a sample of 31 countries for the period 1980–2021, the most current time frame of the work we reviewed. To the best of our knowledge, temperature effects on epu, in a panel quantile setting, have not been examined before. Our empirical results provide evidence in favor of asymmetric temperature impacts on both growth rates and epu. Specifically, according to our main findings: First, the impact of temperature on the growth rate of GDP per capita is quadratic, negative and increases, in absolute terms, as we move from the upper (flourishing economy) to the lower (bearish economy) quantiles. Second, hotter countries are more vulnerable to economic policy uncertainty, with the effect being more pronounced as uncertainty increases. Third, the temperature effect on GDP is higher than the political effect in weaker economies, while the political effect becomes of greater magnitude in stronger economies. Overall, our results indicate that an increase in temperature due to climate change poses important threats for the development prospects especially, but not exclusively, of the poorer countries that usually have both higher temperatures and face severe issues of economic policy uncertainty due to political instability and lack of basic economic infrastructure.

本文提供了温度对人均 GDP 增长和经济政策不确定性(epu)影响的新证据。我们采用矩量方法(Machado 和 Santos Silva,2019 年),以 1980-2021 年期间的 31 个国家为样本,这是我们审查过的最新研究成果的时间范围。据我们所知,在面板量化设置中,温度对 epu 的影响以前从未被研究过。我们的实证结果证明了温度对增长率和 epu 的非对称影响。具体来说,根据我们的主要发现首先,气温对人均 GDP 增长率的影响是二次的、负的,并且随着我们从高位(经济繁荣)向低位(经济低迷)移动,影响的绝对值会增加。其次,温度较高的国家更容易受到经济政策不确定性的影响,随着不确定性的增加,这种影响会更加明显。第三,在经济较弱的国家,温度对国内生产总值的影响高于政治影响,而在经济较强的国家,政治影响的程度则更大。总之,我们的研究结果表明,气候变化导致的气温上升对发展前景构成了重大威胁,尤其是(但不限于)较贫穷的国家,这些国家通常气温较高,而且由于政治不稳定和缺乏基本的经济基础设施,面临着严重的经济政策不确定性问题。
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引用次数: 0
Heterogeneous impacts of geopolitical risk factors on stock markets in the Middle East: A quantile regression analysis across four emerging economies 地缘政治风险因素对中东股市的异质性影响:四个新兴经济体的量子回归分析
Q1 Economics, Econometrics and Finance Pub Date : 2024-07-03 DOI: 10.1016/j.jeca.2024.e00374
Mohamed Abdelaziz Eissa , Hisham Al Refai , Georgios Chortareas

This study investigates the heterogeneous impacts of eight categories of geopolitical risk on stock market performance across different market conditions in four Middle Eastern economies: Egypt, Israel, Saudi Arabia, and Turkey. Utilizing Quantile regression analysis and datasets spanning from September 2002 to August 2023, our findings reveal the complex and varied relationships between geopolitical risk factors and stock market performance. These results underscore the significance of comprehending specific political risk factors and their influence under various market conditions. We observe a consistent negative relationship between military buildups and stock market performance in Egypt and Israel, while other categories exhibit mixed effects. The Saudi Arabian and Turkish markets demonstrate varied sensitivity to different risks, with terrorism and war-related events significantly affecting market dynamics. Notably, all four markets consistently displayed negative reactions to terrorist activities, indicating the universally disruptive nature of such events. Understanding these dynamics assists investors and policymakers in adapting to global political changes.

本研究调查了四个中东经济体在不同市场条件下八类地缘政治风险对股市表现的不同影响:埃及、以色列、沙特阿拉伯和土耳其。利用量子回归分析和从 2002 年 9 月到 2023 年 8 月的数据集,我们的研究结果揭示了地缘政治风险因素与股市表现之间复杂多样的关系。这些结果强调了理解特定政治风险因素及其在各种市场条件下的影响的重要性。我们观察到,埃及和以色列的军事集结与股市表现之间存在一致的负相关关系,而其他类别则表现出混合影响。沙特阿拉伯和土耳其市场对不同风险的敏感度各不相同,恐怖主义和战争相关事件对市场动态的影响很大。值得注意的是,所有四个市场都对恐怖活动表现出一致的负面反应,这表明此类事件具有普遍的破坏性。了解这些动态有助于投资者和决策者适应全球政治变化。
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引用次数: 0
Market turbulence and investor decision-making in currency option market 货币期权市场的市场动荡与投资者决策
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-26 DOI: 10.1016/j.jeca.2024.e00373
Wael Dammak , Wajdi Frikha , Mohamed Naceur Souissi

This research delves into the effects of recent crises on investor behavior within the currency options market, particularly focusing on the relationship with underlying exchange rates. Analyzing daily EUR/USD currency call pair data from May 4, 2011, to June 19, 2023, we employ a genetic algorithm to calculate stochastic volatility in line with the Garman and Kohlhagen model. Through the application of the STAR model, we identified shifts in investor behavior across various crisis periods. These shifts are linked to inherent asymmetries in the time series data, illustrating the diverse strategies of different investor types, such as fundamentalists and chartists. Our findings reveal how each investor group tailors its approach to these market asymmetries, showcasing distinct strategies and responses to fluctuating market conditions and crises. This study contributes to the financial literature by offering a more nuanced understanding of how crises influence investor behavior and the dynamics of currency markets. Ultimately, it sheds light on the complexities of investor behavior during economic challenges.

本研究深入探讨了近期危机对货币期权市场投资者行为的影响,尤其是与相关汇率的关系。通过分析从 2011 年 5 月 4 日到 2023 年 6 月 19 日的每日欧元/美元货币看涨期权对数据,我们采用遗传算法来计算符合加曼和科尔哈根模型的随机波动率。通过 STAR 模型的应用,我们发现了不同危机时期投资者行为的转变。这些转变与时间序列数据固有的不对称性有关,说明了不同类型投资者(如基本面主义者和图表主义者)的不同策略。我们的研究结果揭示了每个投资者群体如何针对这些市场不对称现象调整自己的方法,展示了针对波动的市场条件和危机的不同策略和应对措施。本研究通过对危机如何影响投资者行为和货币市场动态的更细致的理解,为金融文献做出了贡献。最终,它揭示了经济挑战期间投资者行为的复杂性。
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引用次数: 0
The role of circular economy in EU entrepreneurship: A deep learning experiment 循环经济在欧盟创业中的作用:深度学习实验
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-17 DOI: 10.1016/j.jeca.2024.e00372
Giovanna Morelli , Cesare Pozzi , Antonia Rosa Gurrieri , Marco Mele , Alberto Costantiello , Cosimo Magazzino

Fostering innovation is one of the key roles of the Circular Economy (CE) that applies also to European Union (EU) firms, because entrepreneurs are persistently seeking new ways and means to create values, contributing with significant market opportunities, and depicting large potential for EU sustainable growth. This study explores the effects of firms’ investments in using highly disruptive technologies in the energy sector on the Eurozone (EU-27) in the last two decades (1990–2019). An Artificial Neural Networks (ANNs) experiment through a Deep Learning (DL) approach is implemented to test this hypothesis. The empirical findings show that investments in highly disruptive technologies, especially by large digitally qualified companies, boost economic growth. They are also a crucial driver of digitalization not only because they enhance a wide strategic change implying a radical innovation in business models, but they completely transform markets, from energy to food production, water resources, pollution, connectivity, and plastic waste. These expected benefits represent a possible policy measure to offset the decline in global activity due to the impact of the Russia-Ukraine war on global energy markets. In addition, a positive association between trade and output is confirmed. Finally, promising policy actions are discussed.

促进创新是循环经济(CE)的关键作用之一,也适用于欧盟(EU)企业,因为企业家们一直在寻求创造价值的新方法和新手段,为欧盟的可持续增长带来了巨大的市场机遇和潜力。本研究探讨了过去二十年(1990-2019 年)欧元区(欧盟 27 国)企业在能源领域投资使用高度颠覆性技术的影响。通过深度学习(DL)方法实施人工神经网络(ANN)实验来检验这一假设。实证研究结果表明,对高度颠覆性技术的投资,尤其是具有数字资质的大型公司的投资,会促进经济增长。它们也是数字化的重要推动力,不仅因为它们促进了广泛的战略变革,意味着商业模式的彻底创新,而且彻底改变了从能源到食品生产、水资源、污染、互联互通和塑料垃圾等市场。这些预期效益代表了一种可能的政策措施,可以抵消因俄乌战争对全球能源市场的影响而导致的全球活动下降。此外,贸易与产出之间的正相关关系也得到了证实。最后,讨论了有前景的政策行动。
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引用次数: 0
Are renewable energy resources, oil price, and trade openness helping France achieve its environmental targets? Evidence from an asymmetric analysis 可再生能源、石油价格和贸易开放是否有助于法国实现其环境目标?不对称分析的证据
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-15 DOI: 10.1016/j.jeca.2024.e00371
Emna Omri , Haifa Saadaoui , Damien Bazin

The purpose of the present investigation is to scrutinize the impacts of green energy technologies, trade, the per capita income, and oil price on the carbon dioxide emissions and ecological footprint in France over the 1980/2022 period. Therefore, to achieve this objective, the Non-linear Autoregressive Distributed Lag (NARDL) approach is employed.

In fact, the obtained results showed that renewable energy is a contributor to the improvement of the French environment. In fact, a positive shock to renewable energy alleviates both the CO2 emissions and the ecological footprint. Moreover, an upsurge in oil prices reduces the CO2 emissions while their reduction enhances the ecological footprint. On the other hand, trade is proven to have a negative effect on the environmental damage. Furthermore, a positive variation in the GDP per capita exerts a positive upshot on the CO2 emissions and ecological footprint, in the long run, whereas, a negative shock to the GDP per capita has a negative impact on the carbon dioxide emissions. Finally, a robustness check analysis is added using quantile regression (QR) in order to explore the effects of positive and negative variations of the different explanatory variables.

In fact, referring to these results, some strategic directions are proposed in order to decarbonize the French economy. Therefore, diversifying the electricity mix by introducing more renewable energies should be a priority. On the other hand, in order to avoid an increase of the State's energy bill in the event of an increase of the oil prices, it is important to reduce oil imports by increasing energy production from renewable sources such as hydraulic, solar, and wind energies.

本研究旨在探讨 1980/2022 年间绿色能源技术、贸易、人均收入和石油价格对法国二氧化碳排放量和生态足迹的影响。事实上,研究结果表明,可再生能源有助于改善法国的环境。事实上,可再生能源的正向冲击可以减少二氧化碳排放量和生态足迹。此外,石油价格暴涨会减少二氧化碳排放量,而减少二氧化碳排放量则会增加生态足迹。另一方面,贸易被证明对环境破坏有负面影响。此外,从长期来看,人均国内生产总值的正向变化会对二氧化碳排放量和生态足迹产生积极影响,而人均国内生产总值的负向冲击则会对二氧化碳排放量产生消极影响。最后,还利用量化回归(QR)进行了稳健性检验分析,以探讨不同解释变量正负变化的影响。因此,通过引入更多的可再生能源来实现电力组合的多样化应该是一个优先事项。另一方面,为了避免在石油价格上涨的情况下增加国家的能源支出,必须通过增加水能、太阳能和风能等可再生能源的生产来减少石油进口。
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引用次数: 0
Asymmetries in the interest rate channel in inflation-targeting Latin American countries 以通胀为目标的拉丁美洲国家利率渠道的不对称性
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-05 DOI: 10.1016/j.jeca.2024.e00370
Jorge David Quintero Otero , Leopoldo Gómez-Ramírez , Luis Eduardo Otero Restrepo

This paper presents, first, a theoretical model that, by highlighting that commercial banks with market power are able to positively pass on to their clients variations in their costs and, furthermore, that the strength with which they can do so is in turn asymmetrically related to the elasticity of the demand for loans exhibited by those clients, explains the asymmetric empirical findings shortly described. Secondly, it empirically investigates the pass-through of monetary policy rates (MPR) changes into the consumer and commercial loans interest rates set by commercial banks in four Latin American countries with inflation targeting (IT) schemes, namely (in alphabetic order) Brazil, Chile, Colombia, and Peru, over a homogeneous period. To do so, it estimates Non-Linear Auto-Regressive Distributed Lag (NARDL) models for each country. Then, we find two types of important asymmetric responses in the interest rate channel of IT monetary policy. The first is that the long-run response of the consumer loans interest rates following increases in the MPR is greater than that of the commercial loans interest rates. The second is that, in general, when the demand is relatively more elastic (as in the case of commercial loans) then the banks interest rates tend to exhibit a greater response when the central bank lowers the MPR than when it raises it.

本文首先提出了一个理论模型,通过强调具有市场支配力的商业银行能够将其成本的变化积极地传递给客户,而且,它们能够这样做的力度反过来又与这些客户对贷款需求的弹性不对称地相关,从而解释了不久前描述的不对称的实证研究结果。其次,本报告从实证角度研究了货币政策利率变化对巴西、智利、哥伦比亚和秘鲁(按字母顺序排列)四个拉美国家商业银行在同一时期内设定的消费者和商业贷款利率的传递。为此,本报告对每个国家的非线性自回归分布滞后(NARDL)模型进行了估计。然后,我们在 IT 货币政策的利率渠道中发现了两类重要的非对称反应。第一种是消费贷款利率在加息后的长期反应大于商业贷款利率。第二种情况是,一般来说,当需求弹性相对较大时(如商业贷款),中央银行降低 MPR 时银行利率的反应往往大于提高 MPR 时的反应。
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引用次数: 0
Asymmetric effects between economic development and fertility: What do 140 years of data tell us? 经济发展与生育率之间的不对称效应:140 年的数据告诉我们什么?
Q1 Economics, Econometrics and Finance Pub Date : 2024-06-03 DOI: 10.1016/j.jeca.2024.e00368
Georgios Bampinas , Georgios Mavropoulos

This study investigates the historical nexus between economic development and fertility in eight highly advanced European economies between 1870 and 2014. We employ the method of moments quantile regression (MMQR), which enables us to examine the impact of the different levels of economic development on fertility. We also consider the role of mortality and marriage to gain a more comprehensive view of the relationship. Our results from the linear and panel quantile models suggest an inverse J-shaped pattern between economic development and fertility. However, the inverse J-shape vanishes when time effects are considered in the quantile regression model, while the impact of mortality and marriage on fertility is reinforced. To further elaborate our findings, we also employ a nonparametric panel estimation method with time-varying coefficients. Our results also suggest that periods characterized by a positive economic development effect on fertility rarely coincide with an upward movement in the observed fertility trajectory. We infer that economic development per se did not drive either the historical baby-boom period or the recent fertility rebound.

本研究调查了 1870 年至 2014 年间八个高度发达的欧洲经济体的经济发展与生育率之间的历史联系。我们采用矩量回归(MMQR)方法,研究不同经济发展水平对生育率的影响。我们还考虑了死亡率和婚姻的作用,以便更全面地了解两者之间的关系。线性模型和面板量值模型的结果表明,经济发展与生育率之间存在反 J 型模式。然而,当考虑到量化回归模型中的时间效应时,反 J 型就消失了,而死亡率和婚姻对生育率的影响得到了加强。为了进一步阐述我们的研究结果,我们还采用了一种非参数面板估计方法,其系数随时间变化。我们的研究结果还表明,经济发展对生育率产生积极影响的时期很少与观察到的生育率轨迹的上升同时出现。我们推断,经济发展本身既没有推动历史上的婴儿潮时期,也没有推动最近的生育率反弹。
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引用次数: 0
The student funding dilemma 学生资助困境
Q1 Economics, Econometrics and Finance Pub Date : 2024-05-28 DOI: 10.1016/j.jeca.2024.e00369
Giuseppe Pernagallo

Access to higher education in several countries still has many barriers, mainly represented by the high cost of tuition fees. Given the importance of higher education for innovation and economic growth, this paper analyzes the best financing scheme for needy students. Using an asymmetric information model, the paper shows that student loans involve a moral hazard problem with sub-optimal levels of effort and quality of education, and are socially inefficient and inequitable. On the other hand, merit-based scholarships and need-based grants pose no moral hazard, are socially efficient, and are no more expensive than alternative financing schemes. In particular, while scholarships may be more cost-effective than grants, the latter allow to achieve directly the first best. The paper also examines loan forgiveness policies and talent funding. The results of the model are supported by a large strand of empirical literature.

在一些国家,接受高等教育仍然存在许多障碍,主要表现为学费昂贵。鉴于高等教育对创新和经济增长的重要性,本文分析了为贫困学生提供资助的最佳方案。本文利用非对称信息模型表明,助学贷款涉及道德风险问题,其努力程度和教育质量均未达到最佳水平,在社会上是低效和不公平的。另一方面,以成绩为基础的奖学金和以需求为基础的助学金不会带来道德风险,具有社会效率,而且并不比其他资助方案更昂贵。特别是,虽然奖学金可能比助学金更具成本效益,但后者可以直接实现第一项最佳目标。本文还研究了贷款豁免政策和人才资助。该模型的结果得到了大量实证文献的支持。
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引用次数: 0
Connectedness between conventional and organic milk prices in the USA 美国传统牛奶和有机牛奶价格之间的关联性
Q1 Economics, Econometrics and Finance Pub Date : 2024-05-17 DOI: 10.1016/j.jeca.2024.e00367
Panos Fousekis

The objective of this work is to assess the linkages between conventional and organic milk markets in the US. To this end, it employs the recently developed Quantile Frequency Connectedness (QFC) model and monthly retail prices from January 2009 to February 2024. The empirical results suggest: First, price connectedness is both quantile- and frequency-dependent. Second, adjustments to incoming information are likely to completed within 3 months. Third, large (in absolute value) price shocks result in stronger price connectedness relative to small. Fourth, where asymmetric connectedness exists, it points to the conventional milk market as a net transmitter of shocks to organic. Fifth, although the retail share of organic milk has increased rapidly, the intensity of price connectedness remained fairly stable over time.

这项工作的目的是评估美国传统牛奶市场和有机牛奶市场之间的联系。为此,它采用了最近开发的量化频率关联(QFC)模型和 2009 年 1 月至 2024 年 2 月的月度零售价格。实证结果表明首先,价格关联性既取决于量值,也取决于频率。第二,对传入信息的调整很可能在 3 个月内完成。第三,大的(绝对值)价格冲击相对于小的价格冲击会导致更强的价格关联性。第四,如果存在非对称关联性,则表明传统牛奶市场是有机牛奶市场冲击的净传播者。第五,虽然有机牛奶的零售份额迅速增加,但价格关联性的强度随着时间的推移保持相当稳定。
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引用次数: 0
Balance sheet expansionary policies in the euro area: Macroeconomic impacts and a vulnerable versus non-vulnerable comparison 欧元区的资产负债表扩张政策:宏观经济影响以及脆弱与非脆弱的比较
Q1 Economics, Econometrics and Finance Pub Date : 2024-05-15 DOI: 10.1016/j.jeca.2024.e00366
Francisco Gomes-Pereira

This paper investigates the impacts and heterogeneity of the ECB's large-scale asset purchasing programs of sovereign securities on real GDP, inflation, long-term sovereign bond yields, systemic stress, and the unemployment rate. A structural Bayesian VAR model with six endogenous variables was estimated for 11 euro area countries over the period 2012:M1 to 2023:M12. To provide robustness to the results, a structural panel BVAR model is estimated, enabling a straightforward comparison of impulse responses of vulnerable and non-vulnerable countries. The results suggest that the magnitudes of impulse responses were more favorable in countries that were more economically and financially vulnerable. These findings underscore that financial and economic distress was a source of heterogeneity in the responses to large scale asset purchases within the euro area.

本文研究了欧洲央行大规模主权证券资产购买计划对实际 GDP、通货膨胀、长期主权债券收益率、系统性压力和失业率的影响及其异质性。在 2012:M1 至 2023:M12 期间,对 11 个欧元区国家使用六个内生变量的结构性贝叶斯 VAR 模型进行了估计。为了提高结果的稳健性,还估算了一个结构性面板 BVAR 模型,从而可以直接比较脆弱国家和非脆弱国家的脉冲响应。结果表明,经济和金融更加脆弱的国家的脉冲响应幅度更大。这些研究结果突出表明,金融和经济困境是欧元区内对大规模资产购买作出不同反应的一个原因。
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引用次数: 0
期刊
Journal of Economic Asymmetries
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