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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
Exploring inflation dynamics in Canada: A threshold vector autoregressive approach 探索加拿大的通货膨胀动态:阈值向量自回归方法
Q1 Economics, Econometrics and Finance Pub Date : 2024-05-11 DOI: 10.1016/j.jeca.2024.e00364
Yiguo Sun , Anastasia Dimiski

Given the pivotal role of inflation expectations in contemporary monetary policy, we posit that if monetary policy has effectively influenced inflation expectations, thereby altering the trajectory of total inflation, a structural break in the path of total inflation should be observable. Conversely, if inflation expectations have remained stable and monetary policy has had limited impact, a stable vector autoregressive (VAR) model should adequately describe the path of total inflation. To address these hypotheses, a non-linear specification of a threshold vector autoregressive (TVAR) model is employed, offering a comprehensive analytical framework for the examination of these dynamics.

鉴于通胀预期在当代货币政策中的关键作用,我们认为,如果货币政策有效地影响了通胀预期,从而改变了总通胀的轨迹,那么总通胀轨迹中的结构性断裂应该是可以观察到的。反之,如果通胀预期保持稳定,货币政策的影响有限,那么一个稳定的向量自回归(VAR)模型应能充分描述总通胀率的变化轨迹。为了解决这些假设,我们采用了非线性的阈值向量自回归(TVAR)模型,为研究这些动态提供了一个全面的分析框架。
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引用次数: 0
Price linkages in major EU virgin olive oil markets 欧盟主要初榨橄榄油市场的价格联系
Q1 Economics, Econometrics and Finance Pub Date : 2024-05-03 DOI: 10.1016/j.jeca.2024.e00360
Pamela Theofanous , Ourania Tremma

This study examines the price relationships between the three major EU olive oil markets; Spain, Italy and Greece. The empirical analysis utilises a series of linear and non-linear econometric techniques to explore long and short run relations examining market integration as well as the pattern of price transmission. The study utilises monthly wholesale data for virgin olive oil for the three countries, covering the period January 2000 to April 2022. Results from the Diks and Panchenko nonlinear causality test suggest Spain to be the central market and stable long-run relations are revealed between the examined price pairs through the non-linear Momentum Threshold Cointegration model, with the strongest relation being identified between Italy and Greece. Regarding the pattern of price transmission, it is found to be asymmetric for the pairs Spain-Greece and Spain-Italy, whereas for price pair Italy-Greece symmetry is confirmed, and the Law of One Price holds in its strong version. This suggests that while the markets are integrated, the EU olive oil market is characterised by inefficiencies indicating the need for further reforms.

本研究探讨了欧盟三大橄榄油市场(西班牙、意大利和希腊)之间的价格关系。实证分析采用了一系列线性和非线性计量经济学技术,探讨了市场一体化以及价格传导模式的长期和短期关系。研究利用了这三个国家初榨橄榄油的月度批发数据,时间跨度为 2000 年 1 月至 2022 年 4 月。Diks 和 Panchenko 非线性因果检验的结果表明,西班牙是中心市场,通过非线性动量阈值协整模型,所研究的价格对之间存在稳定的长期关系,其中意大利和希腊之间的关系最为密切。在价格传导模式方面,西班牙-希腊和西班牙-意大利价格对的传导模式是不对称的,而意大利-希腊价格对的传导模式则是对称的,并且 "一价定律 "在其强势版本中是成立的。这表明,虽然市场是一体化的,但欧盟橄榄油市场的特点是效率低下,需要进一步改革。
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引用次数: 0
Asymmetric effects of uncertainty on investment: Empirical evidence from India 不确定性对投资的不对称影响:印度的经验证据
Q1 Economics, Econometrics and Finance Pub Date : 2024-04-23 DOI: 10.1016/j.jeca.2024.e00359
Masudul Hasan Adil , Amrita Roy

Investment is envisaged as a prerequisite for improving productivity and growth in any economy. In India, investment has decelerated during the global financial crisis (GFC) of 2008, especially after 2011–12, which has spurred a heated discussion regarding causes accountable for elongated slowdown. To this end, we empirically examine the causal nexus between investment and its covariates in an asymmetric framework. The present study finds asymmetric cointegration along with short-run impact asymmetry, long-run reaction asymmetry, and adjustment asymmetry between investment and its covariates. Furthermore, evidence of asymmetric Granger causality is also established. Our study's conclusions have important policy outcomes to combat the economy's downturn in investment.

在任何经济体中,投资都被视为提高生产力和实现增长的先决条件。在印度,投资在 2008 年全球金融危机(GFC)期间减速,尤其是在 2011-12 年之后,这引发了关于投资长期放缓原因的激烈讨论。为此,我们在非对称框架下对投资及其协变量之间的因果关系进行了实证研究。本研究发现,投资与其协变量之间存在非对称协整关系、短期影响非对称关系、长期反应非对称关系和调整非对称关系。此外,非对称格兰杰因果关系的证据也已确立。我们的研究结论对于应对经济投资下滑具有重要的政策效果。
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引用次数: 0
期刊
Journal of Economic Asymmetries
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