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Climate change in the EU: Analysis by clustering and regression 欧盟气候变化:聚类与回归分析
IF 0.7 Q4 MANAGEMENT Pub Date : 2023-01-01 DOI: 10.5937/sjm18-43601
Krstić Miloš
Climate change is often seen as the most global and complex problem the world has been facing during its current development. The emissions of harmful gases, rising temperatures, variable amounts of precipitation, the occurrence of extreme weather conditions affect all countries regardless of their geographical position and level of development. The subject and goal of this paper is to examine the impact of economic, technological and demographic determinants on CO2 emissions in 18 EU countries in the period from 2011 to 2020. In the research are used k-means clustering and panel regression analysis. By the application of k-means clustering, 18 EU countries were grouped into 2 clusters according to the level of emissions of selected greenhouse gases (CO2 , CH4 , HFC, PFC, SF6 ) per capita. In the "green cluster", there are the following countries: Czech Republic, Germany, Austria, Poland, Belgium, Ireland, and Netherlands. The "red cluster" includes the other analyzed EU countries. The results of the panel regression model in the "green cluster" showed that CO2 emissions are statistically significantly and positively influenced by Energy efficiency and Production of electricity by solid fossil fuels. On the other hand, the results of the analysis in the "red cluster" suggested that Research and developments costs turn out to be the most important predictor of CO2 emissions.
气候变化通常被视为当今世界发展中面临的最全球性和最复杂的问题。有害气体的排放、气温上升、降水量变化、极端天气条件的发生影响到所有国家,无论其地理位置和发展水平如何。本文的主题和目标是研究经济、技术和人口因素对2011年至2020年期间18个欧盟国家二氧化碳排放的影响。在研究中使用了k-均值聚类和面板回归分析。采用k-means聚类方法,将18个欧盟国家按人均温室气体(CO2、CH4、HFC、PFC、SF6)排放水平划分为2类。在“绿色集群”中,有以下国家:捷克共和国、德国、奥地利、波兰、比利时、爱尔兰和荷兰。“红色集群”包括其他被分析的欧盟国家。“绿色集群”面板回归模型的结果显示,CO2排放量受到能源效率和固体化石燃料发电的显著正影响。另一方面,“红色集群”的分析结果表明,研发成本是二氧化碳排放最重要的预测因子。
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引用次数: 0
Industry 4.0 implementation factors for agri-food and manufacturing SMEs in Central and Eastern Europe 中欧和东欧农业食品和制造业中小企业的工业4.0实施因素
IF 0.7 Q4 MANAGEMENT Pub Date : 2023-01-01 DOI: 10.5937/sjm18-39939
Monika Varbanovaa, D. Dutra, Milena Kirovac, Steura de, Xavier Gellyncka
In partnership with the project "Possibilities and barriers for Industry 4.0 implementation in SMEs in V4 countries and Serbia" - funded by the Visegrad Fund, the authors conducted a survey with 124 small and medium enterprises (SMEs) in Central and Eastern Europe. Respondents (middle and top managers) from Bulgaria, Serbia, Hungary, Poland, Slovakia, and the Czech Republic were questioned about strategic factors affecting digitalization. We analyze theoretical factors based on literature review and if they are valid in the managerial context, not only for manufacturing, but also for the agri-food sector, where digital transformation (Agriculture 4.0) is considered to be in its infancy. Results indicate 21 variables that were aggregated to form five (5) strategic factors (Leadership, Management Strategy, Organizational culture, Business environment and Circular economy) with key importance for Industry 4.0 implementation in the organizations. The comparison based on Exploratory Factor Analysis between the manufacturing and agri-food sector results in statistical differences for all five factors. This study contributes to the management literature, and the identified factors can guide companies to develop a business model to be implemented in SMEs companies in their digital transition.
在由维谢格拉德基金资助的“V4国家和塞尔维亚中小企业实施工业4.0的可能性和障碍”项目的合作下,作者对中欧和东欧的124家中小企业(sme)进行了调查。来自保加利亚、塞尔维亚、匈牙利、波兰、斯洛伐克和捷克共和国的受访者(中层和高层管理人员)被问及影响数字化的战略因素。我们根据文献综述分析理论因素,以及它们在管理背景下是否有效,不仅适用于制造业,也适用于农业食品部门,其中数字化转型(农业4.0)被认为处于起步阶段。结果表明,21个变量汇总形成五(5)个战略因素(领导力、管理战略、组织文化、商业环境和循环经济),对工业4.0在组织中的实施至关重要。基于探索性因子分析的制造业和农业食品部门之间的比较结果显示,所有五个因素的统计差异。本研究对管理文献有所贡献,所识别的因素可以指导企业制定一种商业模式,在中小企业数字化转型中实施。
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引用次数: 1
Entrepreneurship performance of Vietnam 越南创业绩效
IF 0.7 Q4 MANAGEMENT Pub Date : 2022-01-01 DOI: 10.5937/sjm17-21272
T. Thi, H. Ba
The study aims to measure entrepreneurship performance of Vietnam in comparison to Asian countries by applying the Global Entrepreneurship Development Index (GEDI) and then employed the Penalty for Bottleneck (PFB) methodology to allocate priority policies for the improvement of entrepreneurship performance in Vietnam. Specifically, the GEDI consisting of three sub-indices: Entrepreneurial Attitudes, Entrepreneurial Abilities and Entrepreneurial Aspiration, which are divided into 14 pillars and further subdivided into 28 variables, is used to identify the best and worst performing variables of the GEDI in Vietnam in comparison to Asian countries. Then the PFB methodology provides a more realistic analysis, aiming to discover bottle-neck factors, which are poorly performing system components before suggesting recommendations to achieve the greatest improvement of entrepreneurship performance in Vietnam. The results indicate that ten bottlenecks of 14 pillars are poorly performing with very low scores in Vietnam, in which the top priority policy is given for five pillars, including Risk acceptance, Opportunity perception, Internationalization, Technology absorption and Process innovation.
该研究旨在通过应用全球创业发展指数(GEDI)来衡量越南与亚洲国家相比的创业表现,然后采用瓶颈惩罚(PFB)方法来分配优先政策,以改善越南的创业表现。具体来说,GEDI由三个子指数组成:创业态度、创业能力和创业抱负,分为14个支柱,进一步细分为28个变量,用于确定越南与亚洲国家相比GEDI表现最好和最差的变量。然后,PFB方法提供了一个更现实的分析,旨在发现瓶颈因素,这些因素是表现不佳的系统组件,然后提出建议,以实现越南创业绩效的最大改善。结果表明,越南在14个支柱中有10个瓶颈表现不佳,得分很低,其中风险接受、机会感知、国际化、技术吸收和流程创新这5个支柱给予了最优先的政策。
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引用次数: 0
Profit or less waste?: Digitainability in SMEs: A comparison of Hungarian and Slovakian SMEs 利润还是减少浪费?中小企业的数字化能力:匈牙利和斯洛伐克中小企业的比较
IF 0.7 Q4 MANAGEMENT Pub Date : 2022-01-01 DOI: 10.5937/sjm17-36437
Réka Saáry, Judit Kárpáti-Daróczi, A. Tick
SMEs operating in the 21st century must face several challenges including a push towards digital transformation, reorganising business operations to maintain sustainability but on the other hand not to lose profit and keep the business running. This paper aims to reveal whether the profit and the high rate of digitalisation or the sustainability concerns are the main driving forces of SMEs in Hungary and Slovakia. The paper analyses 210 observed SMEs and uses the CHAID decision tree method parallel to factor and cluster analyses to explore the similarities and differences in Hungarian and Slovakian SME behaviours. The results show Slovakian SMEs have a more positive attitude to digitalisation; both Hungarian and Slovakian SMEs are split into two groups in terms of approach to digitalisation and sustainability while the significant differences vary provided the questions of cost and resource reduction, extension of product life cycle or higher productivity are concerned. SMES in both countries agree that business models need to be adjusted to digitalisation and sustainability while they are concerned about the negative impact of digitalisation although significantly differently.
在21世纪运营的中小企业必须面临几个挑战,包括推动数字化转型,重组业务运营以保持可持续性,但另一方面不损失利润并保持业务运行。本文旨在揭示利润和高数字化率或可持续性问题是否是匈牙利和斯洛伐克中小企业的主要驱动力。本文分析了210家观察到的中小企业,并使用与因素分析和聚类分析并行的CHAID决策树方法来探索匈牙利和斯洛伐克中小企业行为的异同。结果显示,斯洛伐克中小企业对数字化的态度更为积极;匈牙利和斯洛伐克的中小企业在数字化和可持续性方面分为两组,而在降低成本和资源、延长产品生命周期或提高生产率方面存在显著差异。两国中小企业一致认为,商业模式需要调整,以适应数字化和可持续性,同时他们也担心数字化的负面影响,尽管两者存在显著差异。
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引用次数: 2
Industry 4.0 in Serbia: State of development 塞尔维亚的工业4.0:发展状况
IF 0.7 Q4 MANAGEMENT Pub Date : 2022-01-01 DOI: 10.5937/sjm17-36626
V. Majstorovic, R. Mitrović, Ž. Mišković
A new model of automation of technological systems, based on the Internet, was defined as the concept of Industry 4.0, Germany in 2011. It represents an advanced model of connecting machines and computers (cyber-physical systems - CPS), their networking (cloud computing and Internet of Things (IoT)) with the widespread use of advanced artificial intelligence (AI) in this concept. This concept is a model of smart manufacturing (SM), and today we are talking about: smart vehicles, smart highways, smart grids, smart cities, smart services, etc ... - in short, intelligent "everything and anything" (smart everything). The most important directions for Serbia in the application of Industry 4.0 include: industrial policy for Industry 4.0, education for Industry 4.0 (higher / secondary education), research for Industry 4.0, and especially applied research and readiness of SMEs for Industry 4.0, as well as the application of this model in practice. This paper presents the development and application of the Industry 4.0 model in Serbia, through the activities of the Faculty of Mechanical Engineering in Belgrade, from 2015 until today, with special reference to the application of Industry 4.0 in mining.
2011年,基于互联网的技术系统自动化新模式在德国被定义为工业4.0的概念。它代表了连接机器和计算机(网络物理系统- CPS)及其网络(云计算和物联网(IoT))的先进模型,并在此概念中广泛使用先进的人工智能(AI)。这个概念是智能制造(SM)的一个模型,今天我们谈论的是:智能汽车、智能高速公路、智能电网、智能城市、智能服务等等……——简而言之,智能的“万事万物”(smart everything)。塞尔维亚在应用工业4.0方面最重要的方向包括:工业4.0的产业政策,工业4.0的教育(高等/中等教育),工业4.0的研究,特别是中小企业对工业4.0的应用研究和准备,以及该模型在实践中的应用。本文通过贝尔格莱德机械工程学院从2015年至今的活动,介绍了工业4.0模型在塞尔维亚的发展和应用,特别提到了工业4.0在采矿中的应用。
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引用次数: 1
Liberal vs restrictive concept of the EU immigration policies 欧盟移民政策的自由vs限制概念
IF 0.7 Q4 MANAGEMENT Pub Date : 2022-01-01 DOI: 10.5937/sjm17-40137
Andrijana Maksimović, Z. Milosavljević
The authors of the paper deal with the immigration policies in the European Union, i.e. in its member states as constituent parts of a complex community. The main aim is to determine what immigration policies are conducted by the EU member states depending on their public opinion, their social, demographic, and economic structure, as well as cultural, political-parliamentary and security policies. It is assumed that the immigration policies of the EU member states could be researched on an ideal-type scale, ranging from liberal to restrictive immigration policies. Based on all available quantifiers, we opted for MIPEX or the Migrant Integration Policy Index. Based on MIPEX, one can clearly see the tendency towards one of the borderline immigration policies on a scale ranging from liberal to restrictive immigration policies. The EU member states whose nationality is territorially bounded, (nation states, the civil-national principle) and which have long immigration tradition tend to opt for liberal immigration policies. Institutional measures such as allocating funds for welfare benefits and government efficiency point out to stable systems of welfare state where liberal immigration policy is dominant. In addition, communities which are economically strong and stable in terms of security, also show tendencies towards liberal immigration policy.
本文的作者处理移民政策在欧盟,即在其成员国作为一个复杂的社区的组成部分。主要目的是确定欧盟成员国根据其公众舆论、社会、人口和经济结构以及文化、政治-议会和安全政策实施的移民政策。假设欧盟成员国的移民政策可以在理想类型的尺度上进行研究,范围从自由移民政策到限制移民政策。基于所有可用的量词,我们选择了MIPEX或移民融合政策指数。基于MIPEX,人们可以清楚地看到从自由移民政策到限制移民政策的边界政策的趋势。欧盟成员国的国籍是有领土界限的(民族国家,公民-国家原则),具有悠久的移民传统,往往选择自由的移民政策。福利资金分配和政府效率等制度措施指出,自由移民政策占主导地位的福利国家体系是稳定的。此外,经济强大和安全稳定的社区也表现出自由移民政策的倾向。
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引用次数: 0
A method for choosing appropriate investment periods to make arbitrage profit and explain stock returns 一种选择合适的投资周期以赚取套利利润并解释股票收益的方法
IF 0.7 Q4 MANAGEMENT Pub Date : 2022-01-01 DOI: 10.5937/sjm17-33561
Moslem Peymany
The current paper presents theoretical and experimental evidence to justify the need for paying attention to the investment horizon. Therefore, a criterion called the 'Safest Investment Horizon' (SIH) is utilized to select the appropriate investment horizon. To compute this quantity, a ratio called the 'Safest Investment Ratio' (SIR) is calculated, and the relationship between these criteria and arbitrage opportunities, along with methods for making an arbitrage profit through selecting an appropriate time horizon are discussed. Afterward, by applying this method for real-life data, the presence of arbitrage opportunities at different time horizons is confirmed. Furthermore, the effects of the time horizon on optimal portfolio composition are described. Finally, it is shown that these criteria outperform some of the conventional variables in CAPM, the 3-factor, and the 5-factor models for explaining stock returns and using SIH or SIR as a new variable increases the explanatory power of these models.
本文提出了理论和实验证据来证明关注投资视界的必要性。因此,一个被称为“最安全投资期限”(SIH)的标准被用来选择合适的投资期限。为了计算这个数量,计算了一个称为“最安全投资比率”(SIR)的比率,并讨论了这些标准与套利机会之间的关系,以及通过选择适当的时间范围赚取套利利润的方法。随后,通过将该方法应用于实际数据,证实了在不同时间范围内存在套利机会。此外,还描述了时间范围对最优投资组合构成的影响。最后,研究表明,这些标准优于CAPM模型、3因素模型和5因素模型中的一些常规变量,并且使用SIH或SIR作为新变量增加了这些模型的解释力。
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引用次数: 0
Sophisticated technology innovation capability: Entrepreneurial resilience on disaster -resilient MSMEs 尖端技术创新能力:灾后中小微企业的创业弹性
IF 0.7 Q4 MANAGEMENT Pub Date : 2022-01-01 DOI: 10.5937/sjm17-39294
Roymon Panjaitan, Muhammad Hasan, Resista Vilkana
The level of productivity should be increased and maintained to sustain the success of micro, small and medium enterprises (MSMEs). Furthermore, entrepreneurial resilience requires advanced technological innovation capabilities to avoid continual external disasters. Therefore, this research explores the connection between entrepreneurial resilience, disaster-resilient MSMEs, and new ideas on complex technical innovations to modulate entrepreneurship. Partial Least Squares are used to process 177 MSMEs respondents in Central Java, Indonesia and the findings successfully bridged the gap between entrepreneurial resilience and disaster-resistant MSMEs. The is mediated by sophisticated technology innovation capability. Furthermore, corporate owners and managers are concerned with the ongoing adaptation and creation of complicated technologies concerning sophisticated innovation capabilities. These findings indicate that entrepreneurial resilience contributes to sophisticated technological innovation capability. The findings also show that entrepreneurial resilience contributes to disaster-resilient MSMEs and demonstrate the importance of understanding how entrepreneurs survive during conditions of uncertainty. This theoretical conclusion gives rise to a new competitive resource advantage theory perspective in which sophisticated technology's inventive capacities might be strengthened when entrepreneurial resilience is stronger. The entrepreneurial resilience can improve when corporate organizations or MSMEs players have advanced technical resource capabilities.
必须提高和保持生产力水平,以维持中小微企业(MSMEs)的成功。此外,创业弹性需要先进的技术创新能力,以避免持续的外部灾害。因此,本研究探讨了创业弹性、中小微企业抗灾能力以及调节创业精神的复杂技术创新新思路之间的联系。利用偏最小二乘法对印度尼西亚中爪哇的177名中小微企业受访者进行了分析,结果成功地弥合了创业弹性与中小微企业抗灾能力之间的差距。其中介是先进的技术创新能力。此外,企业所有者和管理者关心的是与复杂创新能力相关的复杂技术的持续适应和创造。研究结果表明,创业弹性对复杂技术创新能力有促进作用。研究结果还表明,创业弹性有助于中小微企业的抗灾能力,并证明了了解企业家如何在不确定条件下生存的重要性。这一理论结论提出了一种新的竞争资源优势理论视角,即创业弹性越强,尖端技术的创新能力可能越强。当企业组织或中小微企业参与者拥有先进的技术资源能力时,创业弹性会有所提高。
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引用次数: 1
Are the self-employed at a higher poverty risk: Empirical evidence from Serbian SILC data 个体经营者是否有更高的贫困风险:来自塞尔维亚SILC数据的经验证据
IF 0.7 Q4 MANAGEMENT Pub Date : 2022-01-01 DOI: 10.5937/sjm17-40150
Kosovka Ognjenovic, Dejana Pavlović, D. Bodroža
Self-employment constitutes a significant share of the workforce in Serbia. Due to the equally high poverty as well as self-employment rates in Serbia, this paper aims to examine whether there is any prevalence between the two. Moreover, it also seeks to investigate what detriments exist within self-employment that keep or lead to poverty among self-employed people. The research is based on both longitudinal and cross-sectional SILC data. The main results indicated higher poverty exposure for solo entrepreneurs and those employed in family enterprises. Businesses run by men, low-skilled individuals, and young entrepreneurs are all at a much higher risk of poverty than other entrepreneurs or employees, especially those represented by women and highly educated individuals. The paper provides significant inputs for (1) managing differences within the active population at risk of income poverty and (2) monitoring outcomes of the self-employed, given that more than half of them are involved in the agricultural sector.
自营职业占塞尔维亚劳动力的很大一部分。由于塞尔维亚同样高的贫困率和自雇率,本文旨在研究两者之间是否存在任何普遍性。此外,它还试图调查在自营职业中存在什么有害因素使自营职业者保持或导致其贫穷。该研究是基于纵向和横向的SILC数据。主要结果表明,个体企业家和受雇于家族企业的人面临的贫困风险更高。与其他企业家或雇员相比,男性、低技能个人和年轻企业家经营的企业面临的贫困风险都要高得多,尤其是那些以女性和受过高等教育的个人为代表的企业。本文为(1)管理面临收入贫困风险的活动人口内部的差异和(2)监测自雇者的结果提供了重要的投入,因为他们中有一半以上参与农业部门。
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引用次数: 1
Cyber Physical Systems for occupational safety at industrial sites: Opportunities and challenges 工业场所职业安全的网络物理系统:机遇与挑战
IF 0.7 Q4 MANAGEMENT Pub Date : 2022-01-01 DOI: 10.5937/sjm17-41131
P. Bragatto, S. Ansaldi
In last decade, many Cyber Physical Systems CPSs for occupational safety have been developed within research programs funded by national and transnational bodies. Many of them are now ready for the market. The paper focuses on the industrial sectors, where the safety of the worker and the safety of machines, equipment and processes are linked each other. The papers proposes to safety managers criteria and suggestions for choosing appropriate CPS for seizing the great opportunities for safety improvement. The paper discusses a few issues, including cybersecurity and privacy, which are critical for a successful implementation of the CPSs in occupational safety. Safety Management System SMS, in particular, must be adequate to collect the amount of data generated by many sensors distributed in work ambient and worn by workers.
在过去十年中,许多用于职业安全的网络物理系统cps已经在国家和跨国机构资助的研究项目中开发出来。其中很多已经准备好上市了。本文的重点是工业部门,其中工人的安全与机器、设备和过程的安全是相互联系的。本文提出了安全管理者选择合适的CPS的标准和建议,以抓住安全改进的巨大机遇。本文讨论了包括网络安全和隐私在内的几个问题,这些问题对于在职业安全中成功实施cps至关重要。特别是安全管理系统SMS,必须足以收集由分布在工作环境和工人佩戴的许多传感器产生的大量数据。
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引用次数: 0
期刊
Serbian Journal of Management
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