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Does the gender of hospitality employees affect the definition of wages in Spain? 在西班牙,酒店业员工的性别是否影响工资的定义?
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0024
F. Sánchez-Cubo, José Mondéjar-Jiménez
Abstract Analysing gender differences in key industries is one of today's priorities to achieve a more egalitarian society. In hospitality, the classic approach is through Mincerian regressions or wage decompositions. This paper addresses this issue through Partial Least Squares Structural Equation Modelling (PLS-SEM) and Importance-Performance Map Analysis (IPMA). The results confirm and measure the relations between Human Capital, Labour Conditions, Market, and Wages, and examine the relative importance and performance of each indicator in explaining Wages. Therefore, there are narrow gender differences, and measures are suggested. The main limitation lies in the design of the constructs. This article contributes to the literature by providing an alternative analysis.
摘要 分析主要行业的性别差异是当今实现更加平等社会的优先事项之一。在酒店业,经典的方法是通过明瑟回归或工资分解。本文通过偏最小二乘结构方程模型(PLS-SEM)和重要性-绩效图分析(IPMA)来解决这一问题。结果证实并衡量了人力资本、劳动条件、市场和工资之间的关系,并研究了各指标在解释工资方面的相对重要性和绩效。因此,性别差异很小,并提出了相应的措施。主要的局限性在于建构的设计。本文提供了另一种分析方法,为相关文献做出了贡献。
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引用次数: 0
Greening the Future: Europe's Renewable Energy Landscape in 2030 绿化未来:2030 年欧洲的可再生能源格局
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0022
Alexandra-Nicoleta Ciucu Durnoi, Camelia Delcea
Abstract The increased price of energy and the limited resources of the planet have increased the worldwide attention to renewable energy resources. The purpose of this paper is to present the European context regarding these renewable sources. In addition, the evolution over time of some indicators relevant to this field is described for better shaping the general audience’s understanding of the current status on the renewable sources. Using a statistical approach, the paper ranks the member states in terms of the consumption of renewable resources in areas such as transport and electricity. Throughout the research, it has been noted that there are significant differences between member states. An example to reinforce what was previously described is the fact that, for the share of renewable energy in gross final energy consumption, the minimum value is approximately eight times lower than the maximum. Additionally, forecasting methods of indicators analysed based on historical data were applied to establish the course of EU27 countries for the year 2030, when the implementation period of the Sustainable Development Goals ends.
摘要 能源价格的上涨和地球资源的有限性使全世界更加关注可再生能源。本文旨在介绍欧洲在这些可再生能源方面的情况。此外,本文还介绍了与该领域相关的一些指标随时间推移而发生的变化,以便让普通读者更好地了解可再生能源的现状。本文采用统计方法,对各成员国在交通和电力等领域的可再生资源消耗情况进行了排名。在整个研究过程中,我们注意到各成员国之间存在显著差异。例如,就可再生能源在最终能源消费总量中所占比例而言,最低值比最高值低约八倍,这就进一步说明了上述问题。此外,还采用了根据历史数据对指标进行分析的预测方法,以确定欧盟 27 国在 2030 年(可持续发展目标实施期结束时)的发展方向。
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引用次数: 0
Mapping and modelling the main determinants of Migration Flows at the NUTS2 Level in European Union using Spatial Data Analysis Techniques 利用空间数据分析技术绘制欧盟 NUTS2 级移民流主要决定因素图并建立模型
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0032
Elena-Maria Prada, Smaranda Cimpoeru
Abstract Spatial data analysis approaches have grown in popularity in recent years as there has been an increased interest in studying migration at the regional level. We employed in our analysis the Nomenclature of Territorial Units for Statistics (NUTS) level, which offers a more thorough view of migratory patterns inside a nation as well as among EU countries.Using spatial data analytic tools, this research aims to investigate the key determinants of international migration at the NUTS2 level. Using data from the Eurostat database, we undertake an extensive analysis of migration movements in a sample of European Union countries. We apply spatial econometric models to examine the relationship between crude rate migration and other relevant variables as independent variables. Although the available data at the NUTS2 level of regional ranking are limited, we believe that we included the most comprehensive set of relevant variables in our analysis.Our study contributes to the existing literature on migration determinants by highlighting the importance of spatial analysis techniques in understanding migration factors at the NUTS2 level.
摘要 近年来,随着人们对区域层面移民研究的兴趣日益浓厚,空间数据分析方法也越来越受欢迎。我们在分析中采用了《统计用领土单位命名法》(NUTS)层面,它能更全面地反映一个国家内部以及欧盟国家之间的移民模式。本研究利用空间数据分析工具,旨在研究 NUTS2 层面国际移民的关键决定因素。我们利用欧盟统计局数据库中的数据,对欧盟国家样本中的移民流动情况进行了广泛分析。我们采用空间计量经济模型来研究粗移民率与作为自变量的其他相关变量之间的关系。虽然 NUTS2 级别的地区排名可用数据有限,但我们相信我们的分析包含了最全面的相关变量。我们的研究强调了空间分析技术在理解 NUTS2 级别移民因素方面的重要性,从而为现有的移民决定因素文献做出了贡献。
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引用次数: 0
Hallyu in the Heart of Europe: The rise of the Korean Wave in the digital space 欧洲中心的韩流韩流在数字空间的崛起
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0029
Dávid Máté Hargitai, Annamária Sasné Grósz, Zsófia Sas
Abstract Hallyu, the global cultural phenomenon that is also known as the Korean Wave affects its fans in terms of both their openness to Korean culture and their purchase intentions. Despite this, research into the psychological mechanism behind it is lacking. The aim of this study is to discover a) the relationship between Hallyu culture and the psychological factors associated with interpersonal relationships mediated through digital platforms; and b) the psychological factors that contribute to one’s Korean Wave related purchase intention. The survey was conducted using an online questionnaire. Using a purposive sampling method, the core population of the survey consisted of Hallyu fans in Hungary, who were reached through various, Korean culture-specialised social media groups. Data from 495 eligible respondents was analysed using the PLS-SEM method with SMART PLS3 software. It can be concluded that fear of missing out (FOMO) and self-pressure to be member of fandom inspire presence in the online space, which can increase purchase intention towards K-goods, Results shows that the examined psychological elements have the greatest impact on two age groups (20-23 and 30-43 years old); however, due to its higher level of income and already established living circumstances the second group can respond to marketing activities to a greater extent. It has also been determined that the level of fandom involvement has a positive effect on purchase intention, something which can be further enhanced by FOMO and peer pressure. Based on the correlations identified, more effective marketing activities can be planned among fans through social media and influencers in fan groups.
摘要 韩流是一种全球文化现象,也被称为 "韩流",它影响着韩流粉丝对韩国文化的开放程度和购买意向。尽管如此,对其背后的心理机制却缺乏研究。本研究旨在发现 a) 韩流文化与通过数字平台调解的人际关系相关心理因素之间的关系;以及 b) 促成韩流相关购买意向的心理因素。调查使用在线问卷进行。采用目的性抽样方法,调查的核心人群由匈牙利的韩流粉丝组成,他们通过各种韩国文化专业社交媒体群组接触到。使用 SMART PLS3 软件的 PLS-SEM 方法对 495 名合格受访者的数据进行了分析。结果表明,所研究的心理因素对两个年龄组(20-23 岁和 30-43 岁)的影响最大;然而,由于收入水平较高且生活环境已经成熟,第二个年龄组对营销活动的反应程度更高。研究还发现,粉丝的参与程度对购买意向有积极影响,而 FOMO 和同伴压力会进一步增强购买意向。根据所发现的相关性,可以通过社交媒体和粉丝群体中的影响者在粉丝中策划更有效的营销活动。
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引用次数: 0
Dynamic Capabilities and Their Effect on Organizational Resilience in Small and Medium-Sized Commercial Enterprises 中小型商业企业的动态能力及其对组织复原力的影响
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0027
Victor Manuel García-Valenzuela, C. Jacobo-Hernández, José Guadalupe Flores-López
Abstract The organizational environment often experiences turbulence, resulting in increased complexity in maintaining a foothold in the market. Consequently, dynamic capabilities play a crucial role in fostering organizational resilience. Given the substantial impact that organizations faced during the COVID-19 pandemic, this study aims to assess the influence of dynamic capabilities on the organizational resilience of small and medium-sized enterprises (SMEs), with the objective of identifying the factors that contribute to organizational survival. Using Covariance-Based Structural Equation Modeling (CB-SEM), this research examined 216 SMEs operating within the commercial sector of Mexico. The findings revealed a positive and significant impact of most dynamic capabilities, detection, absorption, coordination, and innovation on organizational resilience. Notably, the integration capability exhibited the weakest influence on the dependent variable. In contrast, the innovation capability emerged as the most influential factor for SMEs in bolstering organizational resilience.
摘要 组织环境经常出现动荡,导致维持市场立足点的复杂性增加。因此,动态能力在促进组织复原力方面发挥着至关重要的作用。鉴于组织在 COVID-19 大流行期间所面临的巨大影响,本研究旨在评估动态能力对中小型企业(SMEs)组织复原力的影响,目的是找出有助于组织生存的因素。本研究采用基于协方差的结构方程模型(CB-SEM),对墨西哥商业领域的 216 家中小型企业进行了研究。研究结果表明,大多数动态能力、检测能力、吸收能力、协调能力和创新能力对组织复原力有积极而显著的影响。值得注意的是,整合能力对因变量的影响最弱。与此相反,创新能力成为对中小企业增强组织复原力影响最大的因素。
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引用次数: 0
Pioneering Eco-Cart: Carbon Reduction Solutions for Thai Online Shoppers 环保购物车先锋:为泰国网上购物者提供减碳解决方案
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0028
Veenarat Ut-tha
Abstract This research aims to identify effective strategies for reducing carbon emissions in online shopping by examining the perspectives of Thai consumers and utilizing sociodemographic data to anticipate their choices for carbon mitigation. The study encompasses eco-logistics, last-mile innovations, and responsible consumer behavior. Data collected from a questionnaire gathered responses from 800 participants across diverse regions, resulting in a 96.50% response rate. Using a multinomial logit model in Stata 15, the analysis reveals factors influencing consumer decisions. Eco-logistics is the preferred choice for 35.74% of individuals aiming to reduce carbon emissions from online shopping. Regular purchases of clothing and shoes correlate with a 46% higher likelihood of selecting eco-logistics, while responsible purchasing shows a 33.03% adoption rate. Last-mile innovations, chosen by 31.23%, appeal to higher-income individuals, while women, older age groups (46+), and those with higher education lean toward eco-logistics. Higher education enhances responsible purchasing, influenced by critical thinking, income, and professional networks. Additionally, suburban consumers prefer eco-logistics due to longer distances, while urban residents opt for last-mile innovations. Addressing these challenges facilitates environmentally conscious practices in the e-commerce supply chain, providing insights for policymakers and businesses to formulate sustainable and equitable strategies.
摘要 本研究旨在通过考察泰国消费者的观点,并利用社会人口学数据来预测他们在减少碳排放方面的选择,从而确定在网上购物中减少碳排放的有效策略。研究内容包括生态物流、最后一英里创新和负责任的消费行为。调查问卷收集的数据来自不同地区的 800 名参与者,回复率为 96.50%。利用 Stata 15 中的多项式对数模型,分析揭示了影响消费者决策的因素。35.74%的人希望通过网上购物减少碳排放,生态物流是他们的首选。经常购买服装和鞋子的消费者选择生态物流的可能性要高出 46%,而负责任的购买则显示出 33.03% 的采用率。31.23%的人选择 "最后一英里 "创新,这对高收入人群很有吸引力,而女性、年龄较大的群体(46 岁以上)和受过高等教育的人群则倾向于生态物流。受批判性思维、收入和职业网络的影响,受过高等教育的人更愿意负责任地购买。此外,由于距离较远,郊区消费者更倾向于生态物流,而城市居民则选择最后一英里创新。应对这些挑战有助于在电子商务供应链中开展具有环保意识的实践,为政策制定者和企业制定可持续的公平战略提供启示。
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引用次数: 0
Systematic Review of Cashierless Stores (Just Walk Out Stores) Revolutionizing The Retail 系统回顾无收银员商店(只需走出店门)给零售业带来的变革
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0023
Eszter Szabó-Szentgróti, Szabolcs Rámháp, Petra Kinga Kézai
Abstract The paper aims to examine the evolving retail sector in recent years, specifically how digitalisation and technological innovations have transformed it. All actors have had to adapt to remain competitive. Notably, a new innovation in the retail sector, namely the checkout-free or cashierless store, emerged in 2018. Systematic literature is relied upon to achieve the study's objectives. The significance of this study lies in the use of multiple IT tools such as AI, cameras, sensors, and self-organising shelves to replace human intervention in the retail sector. Globally, several startup companies have developed this new unmanned solution, and Amazon Go stands out as one of the most well-known among them. The primary objective of this pioneering concept is to enhance efficiency by saving time and reducing queues. The aim is to enable customers to enter and exit the store with minimal human contact as quickly as possible. This paper presents the recent trend of the cashierless concept, its evolution, and proliferation. A systematic literature review and data analysis from the Crunchbase Database were conducted. The findings demonstrate that this recent concept is altering both consumers’ purchasing behaviours and companies’ business models. This paper provides novel perspectives and insights into the wider literature on cashierless concepts and smart retail in the context of digital business.
摘要 本文旨在研究近年来不断演变的零售业,特别是数字化和技术创新如何改变了零售业。所有参与者都必须进行调整,以保持竞争力。值得注意的是,2018 年零售业出现了一种新的创新,即免结账或无收银台商店。本研究依靠系统的文献资料来实现研究目标。本研究的意义在于利用人工智能、摄像头、传感器和自组织货架等多种信息技术工具来取代零售业中的人工干预。全球已有多家初创公司开发了这种新型无人解决方案,亚马逊 Go 就是其中最知名的一家。这一开创性概念的主要目的是通过节省时间和减少排队来提高效率。其目的是让顾客在尽可能少与人接触的情况下快速进出商店。本文介绍了无收银台概念的最新趋势、演变和普及情况。本文进行了系统的文献综述和来自 Crunchbase 数据库的数据分析。研究结果表明,这一最新概念正在改变消费者的购买行为和公司的商业模式。本文为有关数字商业背景下的无收银台概念和智能零售的更广泛文献提供了新的视角和见解。
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引用次数: 0
Student engagement and academic performance in pandemic-driven online teaching: An exploratory and machine learning approach 大流行病驱动的在线教学中学生的参与度和学习成绩:探索性和机器学习方法
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0017
Emilia Mioara Campeanu, I. Boitan, D. Anghel
Abstract Fostering student engagement to acquire knowledge and achieve academic performance requires understanding how students engage in learning and its influence on academic achievement. This provides valuable insights that help improve learning experiences and outcomes. The paper relies on a mixed methods approach by expanding the traditional dimensions of student engagement and by employing a machine learning framework to identify which specific dimension of student engagement exhibits the main impact on student academic achievement. A questionnaire-based survey is conducted for the period 2020-2021 among a cohort of Romanian students. The outcomes of this preliminary exploratory analysis are further embedded into a machine learning framework by performing a LASSO regression. The findings reveal that the most relevant dimensions of student engagement, during remote education, that contribute the most to outcomes were represented by the behavioural, social, cognitive, and emotional engagement dimensions. Furthermore, the switch to online education appeared to have inverted the positive relationship between social and cognitive engagement and academic achievement. Despite the inherent challenges, the student’s interest in class participation and homework completion was stimulated, and they managed to adapt without difficulty to study independently.
摘要 要培养学生参与获取知识并取得学业成绩,就必须了解学生如何参与学习及其对学业成绩的影响。这提供了有助于改善学习体验和成果的宝贵见解。本文采用混合方法,扩展了学生参与的传统维度,并采用机器学习框架来确定学生参与的哪个具体维度对学生学业成绩有主要影响。我们在 2020-2021 年期间对一批罗马尼亚学生进行了问卷调查。通过进行 LASSO 回归,将初步探索性分析的结果进一步嵌入机器学习框架。研究结果表明,在远程教育期间,学生参与度的最相关维度是行为、社会、认知和情感参与度,这些维度对结果的贡献最大。此外,转为在线教育似乎颠倒了社会和认知参与与学习成绩之间的正相关关系。尽管存在固有的挑战,但学生参与课堂和完成家庭作业的兴趣得到了激发,他们能够毫无困难地适应独立学习。
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引用次数: 0
Efficiency of urban development: gaps in continental profile 城市发展的效率:非洲大陆概况中的差距
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0021
Alin-Cristian Maricut, G. Grădinaru, Erika Marin, Valentina Vasile
Abstract International authorities such as the European Commission and the United Nations pay special attention to sustainable urban development, for this purpose, strategies such as the European Green Deal or the Sustainable Development Strategy 2030 agenda, SDG 11 Sustainable cities and communities are developed. Urban development represents a fundamental direction in the transition process towards the green economy, a sustainable economic model. The paper aims to identify the degree of efficiency of economic development in the context of sustainable development for 41 cities in Romania, Germany, Japan, United States of America and Australia. To achieve this objective, the Data Envelopment Analysis (DEA) method is used, with the aim of identifying the gaps regarding the sustainability of the analyzed cities. Data Envelopment Analysis allows the evaluation of the efficiency of urban settlements in the sample based on representative variables, selected as input. So, the research is ready to give answer to question like “What are the efficient cities in terms of sustainability?” and “What are the relationships between the cities included in the sample?”. The main results showed that there are cities that have a model of sustainable economic development, but certain cities present significant gaps from the point of view of efficient sustainable economic development. In addition, port cities seem to develop an association relationship, with inefficient port cities being associated with efficient port cities.
摘要 欧盟委员会和联合国等国际机构特别关注可持续城市发展,为此制定了欧洲绿色政 策或 2030 年可持续发展战略议程(SDG 11 可持续城市和社区)等战略。城市发展是向绿色经济这一可持续经济模式转型过程中的一个基本方向。本文旨在确定罗马尼亚、德国、日本、美国和澳大利亚 41 个城市在可持续发展背景下的经济发展效率。为实现这一目标,本文采用了数据包络分析(DEA)方法,旨在找出所分析城市在可持续发展方面存在的差距。数据包络分析法可以根据选定的代表性变量,对样本中城市住区的效率进行评估。因此,这项研究可以回答 "哪些城市在可持续性方面是高效的?"和 "样本中的城市之间存在哪些关系?"等问题。主要结果显示,有些城市拥有可持续经济发展模式,但某些城市在高效可持续经济发展方面存在明显差距。此外,港口城市似乎形成了一种关联关系,低效港口城市与高效港口城市相关联。
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引用次数: 0
Social commerce constructs and purchase intention on social commerce sites: investigating the role of affective and cognitive attitudes in managing digital marketing challenges 社交商务构建与社交商务网站上的购买意向:研究情感和认知态度在应对数字营销挑战中的作用
Pub Date : 2023-12-01 DOI: 10.2478/mmcks-2023-0026
I. A. Malik, Muhammad Ali Raza, Noor Ul Hadi, Mahwish J. Khan, Farhina Hameed
Abstract Literature on the sequence of relationships between social commerce constructs, attitudes, and behaviors is disputed. According to earlier scholars, behavior is followed by attitude, conversely, recent evidence suggests a slight relationship. To explore this phenomenon in digital marketing, the aim of the current study is twofold: to examine a parallel mediation of cognitive and affective attitudes between social commerce constructs and purchase intention followed by sequential meditation of cognitive and affective attitudes in the relationship between social commerce constructs and purchase intention. Data for the study was collected using Google Forms from individuals who have used social commerce sites for making purchases over the last six months. The hypothesized model was analyzed using PROCESS macro. The finding of the study revealed that the composite influence of Social Commerce Constructs (SCCs) on online Purchase decisions is significant. Interestingly, our empirical findings support the view of recent scholars that behavior in the social commerce context is not followed by attitude but the cumulative relationship is significant and small. In parallel mediation, the mediation effect of affective attitude between SCCs and purchase intention is considerable. This finding indicates that to grab the attention of current and prospective customers in the era of digital marketing, marketers must focus on emotional content in online reviews.
摘要 关于社会商业建构、态度和行为之间关系顺序的文献存在争议。早期的学者认为,先有行为后有态度,反之,最近的证据表明两者之间的关系并不紧密。为了探讨数字营销中的这一现象,本研究的目的有两个:研究认知态度和情感态度在社会化商务建构和购买意向之间的并行中介作用,以及认知态度和情感态度在社会化商务建构和购买意向之间的顺序中介作用。本研究使用谷歌表单收集了过去六个月中使用社交商务网站购物的个人数据。使用 PROCESS 宏分析了假设模型。研究结果表明,社交商务结构(Social Commerce Constructs, SCCs)对在线购买决策的综合影响是显著的。有趣的是,我们的实证研究结果支持了近期学者的观点,即社交商务背景下的行为并非由态度决定,但两者的累积关系显著且较小。在平行中介中,情感态度在 SCC 与购买意向之间的中介效应相当大。这一发现表明,在数字营销时代,营销人员要想抓住现有客户和潜在客户的注意力,就必须关注在线评论中的情感内容。
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引用次数: 0
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Management & Marketing
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