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The impact of financial speculation on futures contracts price movements: A study of the US markets for dairy commodities 金融投机对期货合约价格变动的影响:对美国乳制品市场的研究
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.021
Algirdas Justinas Staugaitis, Česlovas Christauskas
Research background: The study analyzes whether financial speculation destabilizes commodity prices in light of recent price volatility and spikes in agricultural commodities. The study delves deeper into the US dairy futures markets, which are less studied by other authors in their research and relatively new in comparison to other agricultural commodity markets. These dairy commodity futures contracts provide dairy businesses and farmers the chance to hedge against price risks, which are particularly crucial in uncertain economic times such as the post-2020 COVID-19 pandemic timeframe. The analysis makes use of the weekly returns on futures contracts for nonfat milk powder, butter, milk class III, and cheese that are obtained from the Chicago Mercantile Exchange (CME). Purpose of the article: Conduct an empirical study to evaluate the effect of financial speculation on dairy product prices on US commodity markets, including the post-2020 timeframe. Methods: Time series analysis is used in the investigation: the generalized auto-regressive conditional heteroskedasticity (GARCH) method, the Granger causality test, and the Augmented Dickey-Fuller (ADF) test. Findings & value added: Our analysis's findings show that, even though most commodities experienced an increase in return volatility during the post-2020 period, there is no evidence for financial speculation being the cause of increased returns from dairy futures contracts. The research also suggests that financial speculation, in some cases, even lowers the volatility of dairy futures prices. Therefore, non-commercial market participants may help to distribute price risks, making these markets more liquid.
研究背景:根据近期农产品价格的波动和飙升,本研究分析了金融投机是否会破坏商品价格的稳定。这项研究对美国乳制品期货市场进行了更深入的研究,其他作者在研究中对美国乳制品期货市场的研究较少,与其他农产品市场相比,美国乳制品期货市场相对较新。这些乳制品期货合约为乳制品企业和农民提供了对冲价格风险的机会,这在不确定的经济时期(如2020年之后的COVID-19大流行时间框架)尤为重要。该分析利用了从芝加哥商品交易所(CME)获得的脱脂奶粉、黄油、三类牛奶和奶酪期货合约的每周回报。本文目的:进行实证研究,评估金融投机对美国商品市场乳制品价格的影响,包括2020年后的时间框架。方法:采用时间序列分析:广义自回归条件异方差(GARCH)法、格兰杰因果检验和增广Dickey-Fuller检验。的发现,附加值:我们的分析结果表明,尽管大多数商品在2020年后的收益波动性增加,但没有证据表明金融投机是乳制品期货合约收益增加的原因。研究还表明,在某些情况下,金融投机甚至降低了乳制品期货价格的波动性。因此,非商业市场参与者可能有助于分散价格风险,使这些市场更具流动性。
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引用次数: 0
The role of foreign-owned entities in building economic resili-ence in times of crisis: The case of European digital and technologically-intensive firms during the Covid-19 pandemic 危机时期外资实体在建立经济弹性方面的作用:以2019冠状病毒病大流行期间的欧洲数字和技术密集型公司为例
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.024
Stanisław Umiński, Jarosław M. Nazarczuk, Aleksandra Borowicz
Research background: Over the decades, foreign-owned entities (FOEs) have become an important part of the economic landscape considered as behemoths of globalisation, but also transmitters of positive effects such as technology or know-how spillovers. In times of volatility and uncertainty, firms’ contribution to building a resilient economy is at the top of the public agenda. Purpose of the article: The purpose of the article is two-fold. Firstly, we test, how FOEs perform in this stressful time of volatility and uncertainty. Secondly, we examine the contribution to resilience by digital and technologically intensive sectors. Methods: The study utilises the Bureau van Dijk (BvD) Orbis firm-level database as a primary data source. The results are derived with the use of two econometric approaches. Firstly, we estimate a static model utilising the ordinary squares estimator. Secondly, we re-estimate the equations using a two-step System GMM estimator. It introduces a lagged dependent variable into the model and implements a correction for endogeneity among covariates by including instruments (in levels and differences). Findings & value added: We use size, age, ownership, gearing, and intangibility as firms’ financial performance determinants, together with the sector-, country- and time-fixed effects. FOEs compared to domestic ones generated a higher revenue growth rate. In times of crisis high-tech and digital firms are more resilient. However, ownership does not matter in this respect. We contribute to the discussion about functions performed by FOEs in crisis and turbulent times, in which resilience issues are on top of the agenda. Our research intends to bridge the gap between the performance of FOEs, micro-level analysis, and resilience.
研究背景:几十年来,外资实体(foe)已成为经济格局的重要组成部分,被认为是全球化的庞然大物,但也是技术或知识溢出等积极影响的传播者。在动荡和不确定的时代,企业对建设有弹性的经济的贡献是公共议程的重中之重。文章的目的:文章的目的是双重的。首先,我们测试了敌人在这个充满波动性和不确定性的紧张时期的表现。其次,我们考察了数字和技术密集型行业对韧性的贡献。方法:本研究利用Bureau van Dijk (BvD) Orbis公司层面数据库作为主要数据源。结果是通过使用两种计量经济学方法得出的。首先,我们利用普通平方估计量估计一个静态模型。其次,我们使用两步系统GMM估计器对方程进行重新估计。它将滞后的因变量引入模型,并通过包括工具(水平和差异)来实现协变量之间的内生性校正。的发现,增加值:我们将规模、年龄、所有权、杠杆率和无形资产作为公司财务绩效的决定因素,以及行业、国家和时间固定效应。与国内企业相比,海外企业的收入增长率更高。在危机时期,高科技和数字公司更具弹性。然而,所有权在这方面并不重要。我们致力于讨论敌人在危机和动荡时期所发挥的作用,在这些时期,复原力问题是议程上的首要问题。我们的研究旨在弥合敌人绩效,微观层面分析和弹性之间的差距。
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引用次数: 0
Luxury, slow and fast fashion: A case study on the (un)sustainable creating of shared values 奢侈、慢时尚和快时尚:共享价值(非)可持续创造的案例研究
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.026
Radka MacGregor Pelikánová, Margherita Sani
Research background: Since crises magnify differences and bring both challenges and opportunities, the current complex global setting makes the mutual interconnection a fundamental platform meant to create confidence and also to lead to a unique strategic advantage. Due to its inherent particularities, the fashion industry is a relevant sphere for performing a categorial reflective triangulation study about the understanding and employment of creating shared values (CSV) within the EU framework. Purpose of the article: The purpose of the article is to research, analyze and critically highlight how CSV is approached by archetypical fashion industry businesses from all three fundamental segments (luxury, fast, slow) and how this fits into the EU law framework. Methods: A categorial reflective triangulation study in four steps is performed while using a content analysis, empirical field observation, qualitative manual Delphi approach and critical juxtaposition with glossing and Socratic questioning. Firstly, 30 archetypical fashion industry businesses are identified and split into luxury, slow and fast fashion segments. Secondly, for each business, research is done on how it identifies its CSVs. Thirdly, the verification of these CSVs is performed in order to confirm or reject the genuineness. Fourthly, the results are projected into the EU framework. Findings & value added: Based on the performed study and its critical analysis, there appear extremely interesting dynamics in the CSV perception and strategies by luxury, slow and fast fashion businesses with a clear overlap in the EU sphere. In particular, fashion businesses from all three segments take into consideration sustainability and the fight against waste, but each segment has a different pro-CSV strategy to do so, and it is critical to contemplate which of these three strategies will become sustainable.
研究背景:由于危机放大了差异,既带来了挑战,也带来了机遇,当前复杂的全球环境使相互联系成为一个基本平台,既可以创造信心,也可以带来独特的战略优势。由于其固有的特殊性,时尚产业是在欧盟框架内对创造共享价值(CSV)的理解和使用进行分类反射三角测量研究的相关领域。本文的目的:本文的目的是研究、分析和批判性地强调典型的时尚行业企业如何从三个基本部分(奢侈、快速、慢速)中接触CSV,以及这如何适应欧盟法律框架。方法:采用内容分析、实地实证观察、定性手工德尔菲法、批判性并视法和苏格拉底式质疑法,分四步进行范畴反射三角法研究。首先,确定了30个典型的时尚行业企业,并将其分为奢侈品、慢时尚和快时尚三个部分。其次,对于每个企业,研究如何确定其企业社会责任。第三,对这些csv进行验证,以确认或拒绝其真实性。第四,将结果纳入欧盟框架。的发现,附加值:根据所进行的研究及其批判性分析,奢侈品、慢时尚和快时尚企业在CSV感知和战略方面出现了非常有趣的动态,它们在欧盟领域有明显的重叠。特别是,这三个行业的时尚企业都考虑到可持续性和反对浪费,但每个行业都有不同的支持csv的战略,考虑这三个战略中哪一个是可持续的是至关重要的。
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引用次数: 1
Global energy transition: From the main determinants to economic challenges regions 全球能源转型:从主要决定因素到地区经济挑战
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.018
Adam P. Balcerzak, Gazi Salah Uddin, Bartosz Igliński, Michał Bernard Pietrzak
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引用次数: 1
E-customer preferences on sustainable last mile deliveries in the e-commerce market: A cross-generational perspective 电子商务市场中电子客户对可持续最后一英里交付的偏好:跨代视角
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.027
Agnieszka Jagoda, Tomasz Kolakowski, Jakub Marcinkowski, Katarzyna Cheba, Monika Hajdas
Research background: In the last few years, e-commerce market has increased in population shares, but the situation has changed dramatically since the Covid-19 pandemic. Electronic marketplaces have changed due to rapid digitalization and shopping. Online services offer the possibility to choose a different delivery method such as home delivery or out-of-home delivery. This aspect of the e-commerce market faces an increased interest among practitioners and academia in the field of sustainable last mile deliveries. Interestingly, the subject literature consists of papers analyzing the e-commerce impact on the last-mile delivery. However, the identification of factors for choosing a delivery method and factors that motivate e-customers to choose an eco-friendly delivery method is still an unrecognized field of research. Purpose of the article: The authors of the paper focused on the e-customer perspective on sustainable deliveries in cities. Thus, the main purpose of the paper is to compare factors among the generations that motivate e-customers for choosing a delivery method. Methods: The research was conducted among 1.110 e-customers in Poland in 2021. The paper aims to answer the following research question: what factors motivate each generation for choosing a delivery method? To answer the above-mentioned question, the correspondence analysis (MCA) is prepared that help to identify and compare factors in each generation. Findings & value added: The original research procedure focused on the use of multivariate statistical methods in the study of e-customers’ preferences. The analysis revealed three clusters of e-customers in terms of pro-sustainable factors: (a) aged 65+ without pro-sustainable tendency, (b) aged 18–64 with pro-sustainable attitudes, and (c) mixed with no identified delivery preferences. As a result of the research, it can be concluded that the parcel price and the possibility of free return are still the most important factors in choosing the delivery method. From a business/practical perspective, the research results can be used by companies that are the main stakeholders in last mile deliveries, including mainly forwarders and transport companies.
研究背景:过去几年,电子商务市场的人口份额有所增加,但自新冠疫情以来,情况发生了巨大变化。由于快速数字化和购物,电子市场已经发生了变化。在线服务提供了选择不同送货方式的可能性,如送货上门或送货上门。电子商务市场的这一方面面临着从业人员和学术界对可持续最后一英里交付领域越来越大的兴趣。有趣的是,主题文献包括分析电子商务对最后一英里配送影响的论文。然而,确定选择交付方式的因素和激励电子客户选择环保交付方式的因素仍然是一个未被认可的研究领域。本文的目的:本文的作者专注于城市可持续配送的电子客户视角。因此,本文的主要目的是比较激励电子客户选择交付方式的几代人之间的因素。方法:对波兰2021年的1.110名电子客户进行调查。本文旨在回答以下研究问题:是什么因素促使每一代人选择一种交付方式?为了回答上述问题,准备了对应分析(MCA),以帮助识别和比较每一代的因素。的发现,附加值:最初的研究过程侧重于使用多元统计方法来研究电子客户的偏好。分析显示,在支持可持续因素方面,有三种类型的电子客户:(a)年龄在65岁以上,没有支持可持续的倾向;(b)年龄在18-64岁,有支持可持续的态度;(c)混合,没有明确的交付偏好。研究结果表明,包裹价格和免费退货的可能性仍然是选择送货方式的最重要因素。从商业/实践的角度来看,研究结果可以被作为最后一英里交付的主要利益相关者的公司使用,主要包括货运代理和运输公司。
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引用次数: 0
IFRS innovation, governance practices and firm performance: A new empirical assessment of moderating effects across GCC region 国际财务报告准则创新、治理实践和公司绩效:海湾合作委员会地区调节效应的新实证评估
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.020
Waleed S. Alruwaili, Abdullahi D. Ahmed, Mahesh Joshi
Research background: Despite the large volume of research which has been conducted, the association between corporate governance mechanisms and firm performance remains a controversial issue, particularly with the growth of accounting settings around the world. Purpose of the article: This study assesses the moderating role of International Financial Reporting Standards (IFRS) on the association between corporate governance mechanisms and firm performance in selected Gulf Cooperation Council (GCC) country-listed firms, namely Saudi Arabia, Qatar, Bahrain, and United Arab Emirates over the period 2016–2019. Methods: Importantly, we examine the direct and indirect influences of royal family members on long-term firm performance. We attempt to answer our research questions using robust estimation methods such as pooled OLS, fixed effect, random effect and first difference models. Findings & value added: The outcome reveals a significant and positive impact of firm size and board size on the firm performance in the pooled sample, while there is a significantly negative influence of financial leverage on firm performance. The impact of RFP on FP is seen to be negative and significant while the interaction term is found to be positive and statistically significant. This notably refers to the possibility that royal family directors could play an essential role in influencing the executive management team to fully react to provide extensive voluntary disclosure and comply with IFRS adoption. Our simultaneous quantile regression analysis displays the influence of corporate governance mechanisms on firm performance in various stages. While we observe that IFRS transformation has improved information comparability, policy makes in GCC countries should continue to foster conducive environment to support innovative business practices that help diversify their economies.
研究背景:尽管已经进行了大量的研究,公司治理机制和公司绩效之间的关系仍然是一个有争议的问题,特别是随着世界各地会计设置的增长。本文目的:本研究评估了2016-2019年期间,国际财务报告准则(IFRS)对选定的海湾合作委员会(GCC)国家上市公司(即沙特阿拉伯、卡塔尔、巴林和阿拉伯联合酋长国)公司治理机制与公司绩效之间关系的调节作用。方法:重要的是,我们考察了皇室成员对公司长期绩效的直接和间接影响。我们试图用稳健的估计方法来回答我们的研究问题,如pooled OLS,固定效应,随机效应和一阶差分模型。的发现,结果显示,在合并样本中,公司规模和董事会规模对公司绩效有显著的正向影响,而财务杠杆对公司绩效有显著的负向影响。RFP对FP的影响被认为是负的和显著的,而相互作用项被发现是正的和统计显著的。这特别指的是,王室董事可能在影响执行管理团队充分作出反应,提供广泛的自愿披露和遵守国际财务报告准则方面发挥重要作用。我们的同步分位数回归分析显示了公司治理机制在不同阶段对公司绩效的影响。虽然我们注意到,国际财务报告准则的转型改善了信息的可比性,但海湾合作委员会国家的政策制定者应继续营造有利的环境,支持有助于实现经济多元化的创新商业实践。
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引用次数: 0
Job crafting and sustainable work performance: A systematic literature review 工作塑造与可持续工作绩效:系统文献综述
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.023
Zoltán Rózsa, Andrea Folvarčná, Jakub Holúbek, Zuzana Veselá
Research background: Job crafting based on individual initiative represents a new form of work design, supporting stability in increasing work performance. In many cases, this method proves to be an effective way of increasing employees' work engagement, mainly because of the mediated autonomy in their work performance and the greater meaningfulness that results from it. The basis of job crafting is employee support, which initiates working behavior focused on proactivity in creating and adapting work to the subjective requirements of the employee's individuality. The available literature highlights various approaches that mediate individual topics, with which companies try to stimulate employee behavior, the expected result of which is job crafting, which leads to an increase in work performance. Purpose of the article: The goal of the study is to identify current research directions in the field of job crafting, specifically in relation to increasing work performance. Methods: The Web of Science database was used to identify the main directions of research in the relevant literature. Research was directed at peer-reviewed articles published in journals indexed in SSCI as Q1 and Q2. The resulting number of articles was identified based on the PRISMA selection method. Findings & value added: By analyzing the literary sources, we have identified 4 important research topics that the authors of the scientific articles addressed. The most widespread topic was work engagement and its influence on job crafting. In the second topic, the authors addressed the issue of how job crafting supports the meaningfulness of work. The third research topic that the authors addressed was job crafting as a factor of employee autonomy. The fourth theme identified was the influence of leadership and management support on job-crafting behavior. The paper offers the reader a systematic and clear list of available quality resources that can help them in their personal research related to job crafting and work performance. In addition, the results of our research may be useful for companies trying to improve the work performance of their employees.
研究背景:基于个人主动性的工作设计代表了一种新的工作设计形式,在提高工作绩效的同时支持稳定性。在很多情况下,这种方法被证明是一种有效的提高员工工作投入的方法,主要是因为他们在工作绩效中的中介自治和由此产生的更大的意义。工作制作的基础是员工的支持,它启动了工作行为,专注于主动创造和调整工作,以满足员工个性的主观要求。现有的文献强调了调解个人话题的各种方法,公司试图通过这些方法刺激员工的行为,其预期结果是工作塑造,从而提高工作绩效。本文的目的:本研究的目的是确定当前工作制作领域的研究方向,特别是与提高工作绩效有关的方向。方法:利用Web of Science数据库对相关文献的主要研究方向进行识别。研究对象是发表在SSCI索引期刊上的同行评议文章(Q1和Q2)。根据PRISMA选择方法对得到的文章数量进行鉴定。的发现,附加值:通过分析文献来源,我们确定了科学文章作者所涉及的4个重要研究课题。最广泛的话题是工作投入及其对工作塑造的影响。在第二个主题中,作者讨论了工作构思如何支持工作的意义。作者提出的第三个研究主题是作为员工自主性因素的工作塑造。确定的第四个主题是领导和管理支持对工作制定行为的影响。本文为读者提供了一个系统的和清晰的可用的高质量资源列表,可以帮助他们在他们的个人研究相关的工作制作和工作绩效。此外,我们的研究结果可能对试图提高员工工作绩效的公司有用。
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引用次数: 0
The impact of corporate reputation and social media engagement on the sustainability of SMEs: Perceptions of top managers and the owners 企业声誉和社会媒体参与对中小企业可持续性的影响:高层管理者和所有者的看法
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.025
Jan Dvorský, Joanna Bednarz, Anna Blajer-Gołębiewska
Research background: Small and medium-sized enterprises (SMEs) play a fundamental role in countries’ economies. Currently, entrepreneurs are struggling not only with the uncertainty of the business environment, but also with high expectations for businesses to be run in a sustainable way. Therefore, the impact of corporate reputation and social media on sustainability is an area of interest for entrepreneurs. In this context, little research has been conducted on their perception of the linkage between these issues. Furthermore, there has been no direct explanation of the effects of SMEs’ reputation and social media usage on their sustainable development, especially in the V4 countries. Purpose of the article: This article defines, quantifies, and verifies the effects of corporate reputation and social media on sustainable development as perceived by SMEs’ owners and top managers in the V4 countries. Methods: Data were gathered in December 2022 and January 2023 using the computer-assisted web interviewing (CAWI) method. The survey was designed based on a literature review and experts’ opinions. Respondents (top managers of SMEs, n = 1090) were asked questions on their firms’ characteristics, reputation, social media usage and sustainable development. The linear regression modelling (LRM) was utilised to evaluate the hypothesis. Findings & value added: The study revealed a strong relationship between owners’ and top managers’ perceptions of the importance of both corporate reputation and sustainable development in SMEs. The belief that social media supports the growth of companies’ performance is related to the understanding of the concept of sustainable business development. Surprisingly, for the owners and top managers of SMEs in V4 countries, there was no relationship between the awareness of social media usage to share information with customers and partners and the understanding of sustainable business growth.
研究背景:中小企业在各国经济中发挥着基础性作用。目前,企业家们不仅要应对不确定的商业环境,还要对企业的可持续经营抱有很高的期望。因此,企业声誉和社交媒体对可持续性的影响是企业家感兴趣的一个领域。在这方面,很少有人研究他们对这些问题之间的联系的看法。此外,中小企业的声誉和社交媒体的使用对其可持续发展的影响没有直接的解释,特别是在V4国家。本文目的:本文定义、量化并验证了V4国家中小企业所有者和高层管理人员所感知的企业声誉和社交媒体对可持续发展的影响。方法:采用计算机辅助网络访谈法(CAWI)于2022年12月和2023年1月收集资料。这项调查是在文献综述和专家意见的基础上设计的。受访者(中小企业的高层管理人员,n = 1090)被问及他们公司的特点,声誉,社交媒体的使用和可持续发展的问题。采用线性回归模型(LRM)对假设进行评估。的发现,附加值:研究显示,在中小企业中,所有者和高层管理人员对企业声誉和可持续发展的重要性的看法之间存在很强的关系。相信社交媒体支持公司绩效的增长与对可持续商业发展概念的理解有关。令人惊讶的是,对于V4国家的中小企业所有者和高层管理人员来说,使用社交媒体与客户和合作伙伴分享信息的意识与对可持续业务增长的理解之间没有关系。
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引用次数: 1
Artificial intelligence in the tourism sector: Its sustainability and innovation potential 旅游业中的人工智能:可持续性和创新潜力
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.019
Lóránt Dénes Dávid, Mehdi Dadkhah
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引用次数: 0
Asymmetry and convergence in the development of digital technologies in the EU countries 欧盟国家数字技术发展的不对称与趋同
Q1 Economics, Econometrics and Finance Pub Date : 2023-09-30 DOI: 10.24136/eq.2023.022
Irina Kolupaieva, Larysa Tiesheva
Research background: Digitalization in the context of the COVID-19 pandemic has accelerated significantly across Europe, including in regions that are at the stage of catch-up development. However, as innovative technologies are intensively integrated into everyday life, the digital gap between the EU countries is increasing. The widening digital gap is becoming a serious threat to achieving the EU's sustainable development goals and building a sustainable European society. Purpose of the article: The purpose of the article was to empirically substantiate the inclusiveness and convergence of the digital strategy in the EU countries. Methods: Using the method of fuzzy sets, the level of asymmetry in access to transactional (e-commerce), information (cloud computing), operational (artificial intelligence) technologies in the EU countries was assessed. The negative impact of the digital gap within the countries (the gap between small, medium, large companies) and the global digital gap (the gap between EU countries) on the competitiveness of countries was established, for which correlation analysis and the Granger causality test were used. Findings & value added: The findings of this study contribute to the literature of digital transformation and digital gap of European countries. The impact of the digital gap in transactional, information, operational technologies on the competitiveness of countries is differentiated depending on the level of digitalization of the country. Cluster groups of countries are determined by the convergence of digitalization and ways to ensure long-term competitiveness. The directions for reducing the digital gap in the EU countries are substantiated by changing the priorities of spending on innovation and increasing productivity, diversifying the digital technologies used. The empirical results obtained can serve as a basis for improving the effectiveness of the digitalization policy in the EU countries in accordance with individual convergence goals. The main added value of the paper is related to the presented research procedure, which can be used in analyses of digital technologies development also for other countries. The results provide valuable insights into evaluating the digital technologies in European countries.
研究背景:在2019冠状病毒病大流行背景下,数字化在整个欧洲显著加快,包括在处于追赶发展阶段的地区。然而,随着创新技术深入融入日常生活,欧盟国家之间的数字差距正在扩大。不断扩大的数字鸿沟正在成为实现欧盟可持续发展目标和建设可持续欧洲社会的严重威胁。文章的目的:文章的目的是实证证实欧盟国家数字战略的包容性和收敛性。方法:采用模糊集方法,对欧盟国家在获取交易(电子商务)、信息(云计算)、运营(人工智能)技术方面的不对称程度进行评估。建立了国家内部数字差距(大、中、小企业之间的差距)和全球数字差距(欧盟国家之间的差距)对国家竞争力的负面影响,并使用相关分析和格兰杰因果检验。的发现,附加值:本研究的发现有助于欧洲国家数字化转型与数字化差距的文献研究。交易技术、信息技术、业务技术方面的数字化差距对国家竞争力的影响因国家数字化水平的不同而有差异。国家集群群是由数字化的融合和确保长期竞争力的方法决定的。减少欧盟国家数字差距的方向是通过改变创新支出的优先事项和提高生产力,使所使用的数字技术多样化来证实的。所得实证结果可作为欧盟各国根据各自的趋同目标提高数字化政策有效性的基础。本文的主要附加值与所提出的研究过程有关,可以用于分析其他国家的数字技术发展。研究结果为评估欧洲国家的数字技术提供了有价值的见解。
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引用次数: 0
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Equilibrium-Quarterly Journal of Economics and Economic Policy
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