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Accessibility of Energy from Renewable Energy Sources for Inhabitants of Arctic Cities 北极城市居民可再生能源的可获得性
Q3 AREA STUDIES Pub Date : 2023-01-01 DOI: 10.17059/ekon.reg.2023-3-18
A. D. Stoyanov, A. S. Sakharova
The subject of the present research is the assessment of access of residents of Northern cities to energy produced from renewable energy sources (RES). The largest Arctic cities in Russia, Sweden, Norway, Finland, Denmark, the USA and Canada, located above 66 ° 33 ´ North latitude, are analysed. The importance of the study is due to the categorisation of access to RES as a fundamental good in the context of Sustainable Development Goals and fight against climate change. The work uses the index method, followed by ranking cities by the level of access to energy from RES. The following variables constitute the index: variety of operators, variety of types of energy sources, alternatives of energy sources, micro- and macro-generation support. It was found that residents of Kiruna and Tromsø have the best access to energy from renewable sources due to the support of initiatives at all levels, while Utqiagvik has the lowest indicator due to its isolation. Energy from renewable energy sources does not have a significant share in all of the cities under consideration; moreover, the market is often monopolised, which limits the choice and availability of various energy sources. Consequently, it is important to create suitable conditions for developing of RES on all levels, with the focus on micro level (as it makes ordinary people participate actively in the agenda, which is the key to support such remote areas with energy); otherwise it is unlikely to support the cities and territories of the region with energy from RES.
本研究的主题是评估北方城市居民对可再生能源(RES)产生的能源的获取。本文分析了俄罗斯、瑞典、挪威、芬兰、丹麦、美国和加拿大位于北纬66°33′以上的最大的北极城市。这项研究的重要性在于,在可持续发展目标和应对气候变化的背景下,可再生能源的获取被归类为一项基本利益。该研究采用指数方法,然后根据可再生能源获取能源的水平对城市进行排名。该指数由以下变量组成:运营商的多样性、能源类型的多样性、能源替代方案、微观和宏观发电支持。研究发现,基鲁纳和特罗姆瑟的居民由于各级倡议的支持,获得可再生能源的机会最好,而乌特基亚维克由于地处偏远,指标最低。来自可再生能源的能源在考虑的所有城市中所占的份额并不大;此外,市场经常被垄断,这限制了各种能源的选择和可用性。因此,必须在各个层面为可再生能源的发展创造合适的条件,重点是微观层面(因为它使普通民众积极参与议程,这是能源支持偏远地区的关键);否则,它不太可能用可再生能源来支持该地区的城市和地区。
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引用次数: 0
Assessment of the Introduction of Hybrid Models of Social Services in Russian Regions 俄罗斯地区引入混合社会服务模式的评估
Q3 AREA STUDIES Pub Date : 2023-01-01 DOI: 10.17059/ekon.reg.2023-3-11
E. S. Ogorodnikova, A. E. Plakhin, M. S. Khokholush
In order to overcome the uneven consumption of social services and eliminate social development imbalances, Russian regions require measures to increase the output of such services with the existing resource base. To this end, the present study built a correlation model of the output indicator and parameters of the development intensity for regions characterised by hybrid models of social services. Data on state orders to private producers of social services, data on funds allocated for investment in fixed assets, including public-private partnership infrastructure projects, and data on grant funds directed to socially-oriented non-profit organisations for the period 2013-2020 were analysed. The obtained results show that adaptive redistribution of resources within hybrid models positively correlates with the output in most regions. Thus, a unidirectional positive relationship between changes in the sum of state orders to private producers and total output is characteristic for 34 Russian regions. A positive correlation between the output of social services and public-private partnership investment is observed in 64 regions. Grant support to socially-oriented non-profit organisations positively affects the output in most regions; this impact is significant for 51 regions. Simultaneously, the possibility of obtaining government funds by private producers is crucial for ensuring the growth of the output of social services. These findings largely contradict the original goal of developing a hybrid model, which is to attract private capital to the social sector in order to reduce budget expenditures for social services. The feasibility of the hybrid model, considering the provision of private participants with government funds, should be examined directly at the regional level.
为了克服社会服务消费的不平衡和消除社会发展的不平衡,俄罗斯各地区需要采取措施,利用现有的资源基础增加这种服务的产出。为此,本研究构建了以社会服务混合模式为特征的区域产出指标与发展强度参数的关联模型。分析了2013-2020年期间国家对私营社会服务生产者的订单数据、分配给固定资产投资(包括公私合作基础设施项目)的资金数据以及拨给面向社会的非营利组织的赠款资金数据。结果表明,在大多数地区,混合模型内的资源自适应再分配与产出呈正相关。因此,在俄罗斯34个地区,国家对私营生产者的订单总额变化与总产出之间存在单向的正相关关系。64个地区的社会服务产出与公私伙伴关系投资之间存在正相关关系。对面向社会的非营利组织的资助对大多数地区的产出有积极影响;这种影响对51个地区来说是显著的。同时,私营生产者获得政府资金的可能性对于确保社会服务产出的增长是至关重要的。这些发现在很大程度上违背了发展混合模式的最初目标,即吸引私人资本进入社会部门,以减少社会服务的预算支出。考虑到提供政府资金的私人参与者,混合模式的可行性应在区域一级直接审查。
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引用次数: 0
Assessment of the Consistency of Regional and Municipal Strategic Planning Documents 区域和城市战略规划文件一致性评估
Q3 AREA STUDIES Pub Date : 2023-01-01 DOI: 10.17059/ekon.reg.2023-3-8
E. V. Orlov
Analysis of scientific sources and strategic planning documents of Russian regions and municipalities revealed that since the adoption of the federal law No. 172-FZ “On strategic planning in the Russian Federation”, significant problems have been accumulated that require an urgent solution. The study aims to develop tools for assessing the consistency of strategic planning documents at the regional and municipal levels. The Volga Federal District was selected for testing as one of the largest sub-federal entities, since obtained findings may be applied in other regions. Information on the availability, titles, implementation periods of regional and municipal strategies and programmes was collected and classified. Indicators of difference, deviation, and variance were determined for data processing. As a result, the study demonstrated that the current system of strategic planning in many Russian regions is extremely unbalanced: set implementation periods, numbers and titles of documents significantly differ, suggesting a lack of consistency in terms of other parameters, particularly, financial ones. The introduction of proposals developed in this paper will significantly improve the strategic planning at the regional and municipal levels. Additionally, the proposed tool can be used for the legislative consolidation of the list of priority areas and nomenclature of strategic planning documents in the strategic cycle. Since the analysis can be performed without specific mathematical knowledge, state and municipal authorities can also replicate this approach to ensure the strategic development of territories.
对俄罗斯各区和各市的科学资料和战略规划文件的分析表明,自第172-FZ号联邦法“关于俄罗斯联邦的战略规划”通过以来,积累了需要紧急解决的重大问题。这项研究的目的是开发评估区域和城市一级战略规划文件一致性的工具。伏尔加联邦区被选为最大的次联邦实体之一进行测试,因为获得的结果可以应用于其他地区。收集和分类了关于区域和城市战略和方案的可得性、名称和执行期的资料。确定差异、偏差和方差指标进行数据处理。因此,这项研究表明,俄罗斯许多地区目前的战略规划制度极不平衡:规定的执行期限、文件的数目和标题有很大不同,这表明在其他参数,特别是财政参数方面缺乏一致性。本文提出的建议将大大改善区域和城市一级的战略规划。此外,拟议的工具可用于立法整合战略周期中优先领域清单和战略规划文件的命名。由于分析可以在没有特定数学知识的情况下进行,国家和市政当局也可以复制这种方法,以确保领土的战略发展。
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引用次数: 0
Transition to a New Technological Paradigm as a Determinant of the Population Welfare Growth in Russian Regions 向新技术范式过渡是俄罗斯地区人口福利增长的决定因素
IF 0.5 Q3 AREA STUDIES Pub Date : 2022-01-01 DOI: 10.17059/ekon.reg.2022-3-1
T. Rostovskaya, O. Zolotareva
Nowadays, intensive technological development and transition to a new (VI) technological paradigm are seen as determinants of the quality of economic and welfare growth. Thus, analysis of interregional differentiation of Russian constituent entities and assessment of the relationship between their socio-economic indicators and technological development became relevant. However, insufficient attention is paid to the influence of the regional technological development on the welfare of residents. In this regard, the present study aims to assess this influence in Russia, as well as to link the population welfare growth with the phases of Kondratieff waves and the stages of the technological paradigm. The research methodology includes: cluster analysis used to group regions according to a set of parameters characterising the welfare of their inhabitants; calculation of composite indicators that were applied to create a ranking of regions; estimation of correlation coefficients. An approach was developed to analyse the regional technological development based on a composite indicator that includes three indices: internal costs for research and development; the share of enterprises implementing technological innovations in the total number of surveyed organisations; the share of innovative goods, works, services in the total volume of shipped goods, works, services. The constituent entities of Russia were ranked according to the obtained composite indicator of technological development. Then, 20 leading and 20 lagging regions were identified, for which the correlation coefficients were calculated. The study concluded that an increase in the welfare is achieved at the growth stage of a new technological paradigm, while an increase in poverty and a decrease in incomes of the population can be observed at the maturity stage of the previous technological paradigms.
如今,密集的技术发展和向新的(VI)技术范式的过渡被视为经济和福利增长质量的决定因素。因此,分析俄罗斯各组成实体的区域间差别和评价其社会经济指标与技术发展之间的关系是有意义的。然而,区域技术发展对居民福利的影响却没有得到足够的重视。在这方面,本研究旨在评估这种影响在俄罗斯,并将人口福利增长与康德拉季耶夫波的阶段和技术范式的阶段联系起来。研究方法包括:聚类分析用于根据一组表征其居民福利的参数对区域进行分组;计算用于创建区域排名的综合指标;相关系数的估计。开发了一种方法,根据一个包括三个指数的综合指标来分析区域技术发展:研究和发展的内部成本;实施技术创新的企业占被调查机构总数的比例;创新产品、工程、服务在运输产品、工程、服务总量中的份额。根据获得的技术发展综合指标对俄罗斯的组成实体进行排名。然后,确定20个领先区和20个滞后区,并计算其相关系数。研究认为,在新技术范式的成长阶段,社会福利的增加是实现的,而在旧技术范式的成熟阶段,人口贫困的增加和收入的减少是可以观察到的。
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引用次数: 0
Institutional Monopoly of the Higher Education System: National and Regional Level 高等教育系统的制度垄断:国家和地区层面
IF 0.5 Q3 AREA STUDIES Pub Date : 2022-01-01 DOI: 10.17059/ekon.reg.2022-4-12
A. E. Sudakova, D. Sandler
In the context of competition for resources, the higher education is characterised by the monopolisation of the system. The present study addresses the question of the applicability of the term monopolisation to the education system as a socially significant sector. The concept of institutional monopoly is understood as the establishment of control not by a specific university or a group of universities, but by their founder acting in the interests of the state. The article reveals specific features of institutional monopoly. Using the proposed methodological tools, the study examines resource allocation and the manifestation of elements of institutional monopoly in the higher education system. The calculations were conducted for universities subordinate to the Ministry of Education and Science and the Government of the Russian Federation. Thus, two principles of financing the higher education system of the Russian Federation can be distinguished: equalising principle (investing in the public good in order to preserve regional universities and reduce the outflow of youth) and differentiating principle (increasing the qualitative and positional characteristics of the best performing universities). In some areas, the system has signs of oligopoly. For example, 4 universities occupy 43 % of the market in terms of the concentration of talented students, and the calculated Lind index showed that only 3 universities are the main market players. However, with regard to financial resources, the higher education system of the Russian Federation can be described as low-concentrated. Thus, elements of institutional monopoly are present in the Russian higher education system. Simultaneously, there are two types of universities receiving resources: (1) leaders capable of creating and maintaining productive organisations (rent contributes to the formation of positional characteristics of universities); (2) less competitive universities playing an important role in preserving regional human capital by reducing the outflow of youth due to educational migration (rent is an investment in education as a public good).
在资源竞争的大背景下,高等教育呈现出体制垄断的特点。本研究探讨了“垄断”一词是否适用于作为社会重要部门的教育系统的问题。制度垄断的概念被理解为不是由特定的大学或大学集团建立控制,而是由它们的创始人为国家利益行事。本文揭示了制度垄断的具体特征。利用提出的方法工具,本研究考察了高等教育系统中资源分配和机构垄断因素的表现。这些计算是针对隶属于俄罗斯联邦教育和科学部和政府的大学进行的。因此,为俄罗斯联邦高等教育系统提供资金的两个原则可以区分开来:平衡原则(投资于公共利益,以保护地区大学并减少青年外流)和区分原则(提高表现最好的大学的质量和位置特征)。在某些领域,该制度有寡头垄断的迹象。例如,就人才集中度而言,4所大学占据了43%的市场份额,而计算出的林德指数显示,只有3所大学是主要的市场参与者。然而,在财政资源方面,俄罗斯联邦的高等教育系统可以说是低集中度的。因此,制度垄断的因素存在于俄罗斯高等教育体系中。同时,有两种类型的大学接受资源:(1)能够创建和维持生产组织的领导者(租金有助于大学位置特征的形成);(2)竞争力较弱的大学通过减少因教育移民而导致的青年外流,在保护地区人力资本方面发挥了重要作用(租金是对教育的一种投资,作为一种公共产品)。
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引用次数: 0
Analysis of the Digital Readiness and the Level of the ICT Development in Kazakhstan’s Regions 哈萨克斯坦地区数字准备情况和信息通信技术发展水平分析
IF 0.5 Q3 AREA STUDIES Pub Date : 2022-01-01 DOI: 10.17059/ekon.reg.2022-2-12
A. Kireyeva, Z. Satpayeva, M. Urdabayev
The level of digital readiness and the application of information and communication technologies (ICT) are key factors of any innovation policy. This research has highlighted the development of analysis of the degree of digital readiness and assessment methods of digital transformations, which can be used at various levels of business management to formulate digital transformation strategies. The present study investigates the theoretical framework in the field of innovation and spatial development considering the impact of the level of ICT. The research was conducted using index and economic-statistical methods based on a systematic approach. We developed a methodological tool adapted to the regional management level. The ICT development index, Krugman localisation index and Herfindahl-Hirschman index were modified to analyse digital readiness and ICT development at the regional level. The algorithm includes the following steps: assessment of the internet usage level; analysis of the degree of costs for the production of ICT; evaluation of the digital literacy rate of the population; evaluation of the degree of regional industry specialisation in the field of ICT. It was revealed that Kazakhstan’s regions have varying levels of ICT development, which is why they have different prerequisites and prospects for digitalising their economy. The agglomerations that could become “growth poles” of Kazakhstan’s knowledge-based economy were identified, such as Almaty city, Nur-Sultan city, Karaganda, and Aktobe regions. Government bodies can use the research findings for Kazakhstani territories’ digital modernisation.
数字化准备水平和信息通信技术(ICT)的应用是任何创新政策的关键因素。本研究强调了数字化准备程度分析和数字化转型评估方法的发展,可用于企业管理的各个层面,以制定数字化转型战略。本文研究了考虑信息通信技术水平影响的创新与空间发展理论框架。在系统分析的基础上,运用指数法和经济统计学方法进行了研究。我们开发了一种适合区域管理水平的方法工具。对ICT发展指数、克鲁格曼本地化指数和赫芬达尔-赫希曼指数进行了修正,以分析区域层面的数字准备程度和ICT发展。该算法包括以下几个步骤:评估互联网使用水平;信息通信技术生产的成本程度分析;人口数字识字率评估;评估ICT领域的区域产业专业化程度。据透露,哈萨克斯坦各地区的信息通信技术发展水平参差不齐,这就是为什么它们在实现经济数字化方面具有不同的先决条件和前景。确定了阿拉木图市、努尔苏丹市、卡拉干达和阿克托别地区等可能成为哈萨克斯坦知识经济“增长极”的城市群。政府机构可以将研究结果用于哈萨克斯坦领土的数字化现代化。
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引用次数: 4
An Overview of Investigations Concerning Agglomerations in Regional Economy 区域经济集聚研究综述
IF 0.5 Q3 AREA STUDIES Pub Date : 2022-01-01 DOI: 10.17059/ekon.reg.2022-2-2
S. Rastvortseva
The concentration of organisations in a city or region allows companies to receive benefits without additional costs and increase their productivity. It has been empirically proven that urbanisation and localisation effects of agglomerations contribute to economic growth and development, and therefore should be taken into account in regional and urban policies. The article considers the factors of agglomeration formation, their specific development and impact on the economy of regions and cities. The paper examines studies on the territorial distribution of companies and the population, including creative capital, showing the connection with innovative systems and knowledge capital. The research demonstrates how international trade, market competition, the transport system development and many other factors affect agglomerations. The study of agglomeration processes intersects with other fields of science, such as evolutionary economics, cluster organisation, specialisation and diversification, demography of firms. To cover the topic, works in the field of agglomeration processes were systematised by using time-domain, terminological and geographical analysis, as well by studying definitions and typology, based on data obtained from Google Scholar and Web of Science for 1959–2018. It is revealed that agglomerations are considered in such scientific fields as economics, geography, regional urban planning, urban studies, management and regional studies. The key terms are agglomeration economy (economics), localisation, urbanisation, agglomeration forces, agglomerative and deglomerative factors. These works are geographically distributed, and most of them are conducted in the USA (mainly at the University of California), Great Britain (London School of Economics and Law) and China (Chinese Academy of Sciences and Peking University). The presented research review will serve as a starting point for a more in-depth study of agglomeration processes in various fields of economics.
组织集中在一个城市或地区,可以使公司在没有额外成本的情况下获得利益,并提高生产率。实证证明,城市群的城市化和地方化效应有助于经济增长和发展,因此应在区域和城市政策中予以考虑。本文研究了城市群形成的因素、具体发展及其对区域和城市经济的影响。本文考察了企业和人口(包括创造性资本)的地域分布,揭示了创新系统和知识资本之间的联系。研究表明,国际贸易、市场竞争、交通运输系统的发展和许多其他因素如何影响集聚。集聚过程的研究与其他科学领域交叉,如进化经济学、集群组织、专业化和多样化、企业人口统计学。为了涵盖这一主题,基于Google Scholar和Web of Science获得的1959-2018年的数据,通过时域、术语和地理分析,以及研究定义和类型学,对集聚过程领域的工作进行了系统化。研究发现,经济、地理、区域城市规划、城市研究、管理学和区域研究等科学领域都在考虑城市群。关键术语是集聚经济(经济学)、地方化、城市化、集聚力量、集聚和去集聚因素。这些研究工作是地理分布的,大部分是在美国(主要是在加州大学)、英国(伦敦政法学院)和中国(中国科学院和北京大学)进行的。本文的研究综述将为更深入地研究经济学各个领域的集聚过程提供一个起点。
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引用次数: 0
Assessment of the Spatial Heterogeneity of Economic Activity in the Municipalities of Sverdlovsk Oblast 斯维尔德洛夫斯克州各市经济活动空间异质性评价
IF 0.5 Q3 AREA STUDIES Pub Date : 2022-01-01 DOI: 10.17059/ekon.reg.2022-3-14
I. Naumov, N. Nikulina
Uneven socio-economic development of municipalities in various regions depends on many factors, in particular, on the peculiarities of the distribution of economic entities and their activities. We hypothesise that this heterogeneity increases due to unequal distribution of labour and investment resources. In order to test this hypothesis, the study assesses the impact of the distribution of personnel and investment resources in the municipalities of Sverdlovsk oblast on the spatial heterogeneity of economic activity. To this end, the methods of regression and spatial autocorrelation analysis were used. The developed methodology involves assessing the spatial heterogeneity of economic activities of various enterprises in territorial systems. Spatial regression analysis was applied to examine the impact of labour and investment resources on the heterogeneity dynamics, while spatial autocorrelation analysis was used to consider the distribution of these factors. Due to the systematic use of spatial autocorrelation analysis for various spatial weights matrices, as well as regression analysis based on panel data and geographically weighted regression, the degree of the influence of factors on the heterogeneity of economic activities in certain municipalities was established. Testing of the presented methodology revealed a trend towards an increase in the spatial heterogeneity of economic activity, its concentration in Ekaterinburg, Nizhny Tagil, Kamensk-Uralsky, as well as in Verkhnyaya Pyshma, Pervouralsk, Verkhnesaldinsky, Polevskoy, Revda, Kachkanarsky, Berezovsky, Zarechny and Serovsky urban okrugs in the period from 2017 to 2020. The Cobb-Douglas model showed that the main factor contributing to the increase in the spatial heterogeneity of the economic entity activity is labour costs; the volume of attracted investments plays an important role in municipalities with a high concentration of shipped goods and rendered services. Based on the model modified using geographically weighted regression, the study established a degree of spatial influence of the examined factors on the economic activity and, together with a spatial autocorrelation analysis of the distribution of human resources and investments in the municipalities of the region, to confirm the hypothesis put forward.
各区域城市社会经济发展的不平衡取决于许多因素,特别是经济实体及其活动分布的特点。我们假设这种异质性由于劳动力和投资资源的不平等分配而增加。为了验证这一假设,本研究评估了斯维尔德洛夫斯克州各市人员和投资资源的分布对经济活动空间异质性的影响。为此,采用了回归分析和空间自相关分析的方法。所开发的方法涉及评估领土系统中各种企业经济活动的空间异质性。采用空间回归分析考察了劳动力和投资资源对异质性动态的影响,并采用空间自相关分析考虑了这些因素的分布。系统运用空间自相关分析方法对各空间权重矩阵进行分析,并结合面板数据和地理加权回归进行回归分析,确定了各因素对某市经济活动异质性的影响程度。对该方法的测试表明,2017 - 2020年期间,经济活动的空间异质性呈增加趋势,集中在叶卡捷琳堡、下塔吉尔、卡门斯克-乌拉尔斯基以及上皮什马、下乌拉尔斯克、上赫内萨尔金斯基、波列夫斯基、列夫达、卡奇卡纳尔斯基、别列佐夫斯基、扎列什尼和谢罗夫斯基城市地区。柯布-道格拉斯模型表明,导致经济实体活动空间异质性增加的主要因素是劳动力成本;在运输货物和提供服务高度集中的城市,吸引的投资量起着重要作用。基于使用地理加权回归修正的模型,该研究确定了所检查因素对经济活动的空间影响程度,并对该地区各市的人力资源分布和投资进行了空间自相关分析,以证实所提出的假设。
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引用次数: 0
Gas Crisis in the European Commodity Market: Roots and Opportunities to Overcome 欧洲商品市场的天然气危机:根源和克服的机遇
IF 0.5 Q3 AREA STUDIES Pub Date : 2022-01-01 DOI: 10.17059/ekon.reg.2022-4-16
E. Chernova, S. Razmanova
Since the beginning of 2021, world energy prices have been rapidly increasing, reaching such a high level that entire industries, small and medium-sized enterprises became uncompetitive, while retail electricity consumers became insolvent. The European Union energy policy, now focused on the development of alternative energy sources, contributed to a decline in profitability of fossil fuel used for electricity generation. The present paper examines the roots of the current economic crisis in the European market and opportunities to overcome it. To this end, the following objectives were set: to assess existing and alternative gas supply to the European market, to consider the link between existing gas contracts and spot prices. According to the conducted analysis, the lack of new liquefied natural gas (LNG) facilities due to a decrease in investment in the context of energy price reduction and the COVID-19 spread is the main constraint to the expansion of alternative gas supply to Europe in the medium term (2022–2030). The study revealed that a sharp transition of industries and households to the use of renewable energy sources has become one of the reasons for current crisis. Electricity generation from renewables nowadays cannot catch up with the demand for energy that can be produced by coal, gas and nuclear power plants. Further research directions include assessment of the probability of a transition from the seller’s market to the buyer’s market.
自2021年初以来,世界能源价格一直在快速上涨,以至于整个行业和中小企业都失去了竞争力,而零售电力消费者则资不抵债。欧洲联盟的能源政策目前侧重于发展替代能源,这导致用于发电的矿物燃料的盈利能力下降。本文探讨了欧洲市场当前经济危机的根源和克服危机的机会。为此目的,确定了以下目标:评估向欧洲市场供应的现有和替代天然气,考虑现有天然气合同与现货价格之间的联系。根据分析,在能源价格下降和COVID-19蔓延的背景下,由于投资减少而缺乏新的液化天然气(LNG)设施,这是中期(2022-2030年)扩大欧洲替代天然气供应的主要制约因素。研究显示,工业和家庭向使用可再生能源的急剧转变已成为当前危机的原因之一。如今,可再生能源的发电量无法满足煤炭、天然气和核电站产生的能源需求。进一步的研究方向包括评估从卖方市场向买方市场过渡的可能性。
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引用次数: 1
Using Computational Linguistics to Analyse Main Research Directions in Economy of Regions 用计算语言学分析区域经济的主要研究方向
IF 0.5 Q3 AREA STUDIES Pub Date : 2022-01-01 DOI: 10.17059/ekon.reg.2022-2-3
I. Savin, N. Teplyakov
Over the past decades, the process of knowledge generation has accelerated, producing a lot of scientific publications, which makes reviewing even a relatively narrow subject area very demanding, if not impossible. However, recent text data mining tools can assist researchers in conducting such analysis in an objective and time-efficient way. We conduct such a literature review on 1307 articles published in the journal Economy of Regions from 2010 to 2021 using advanced topic modelling techniques. This analysis aims to describe the main research areas in the journal over time, the dynamics of their popularity and the relationship with key quantitative indicators. We identified 22 topics ranging from “Agriculture” and “Economic Geography” to “Fiscal Policy” and “Entrepreneurship”. We estimate how popularity of these topics was changing over time and find topics that gained the most popularity from 2010 to 2021 (+17.61 %, “Spatial Economics”) or lost it (-14.58 %, “Economics of Innovation”). The topic of environmental economics collects the largest number of citations per article (3.64, on average), and the topics on monetary policy and poverty are the most popular among manuscripts in English, which is also true for articles written by authors with foreign affiliation. Papers with third-party funding are concentrated the most in “Spatial Economics” (around 11 %), and the least — in “Agriculture”. Our results can help to understand the evolution in scope of research of Economy of Regions and serve researchers to find promising directions for future studies.
在过去的几十年里,知识生成的过程加快了,产生了大量的科学出版物,这使得审查一个相对狭窄的学科领域即使不是不可能的,也是非常苛刻的。然而,最近的文本数据挖掘工具可以帮助研究人员以客观和省时的方式进行这种分析。我们使用先进的主题建模技术对2010年至2021年发表在《区域经济》杂志上的1307篇文章进行了文献综述。本分析旨在描述该期刊在一段时间内的主要研究领域,其受欢迎程度的动态以及与关键定量指标的关系。我们确定了22个主题,从“农业”和“经济地理”到“财政政策”和“企业家精神”。我们估计了这些主题的受欢迎程度是如何随着时间的推移而变化的,并找到了从2010年到2021年最受欢迎的主题(+ 17.61%,“空间经济学”)或失去它(- 14.58%,“创新经济学”)。每篇文章引用次数最多的是环境经济学主题(平均3.64次),在英文稿件中,货币政策和贫困主题最受欢迎,外国作者的文章也是如此。获得第三方资助的论文最多集中在“空间经济学”领域(约11%),最少集中在“农业”领域。我们的研究结果有助于了解区域经济研究范围的演变,并为未来的研究寻找有希望的方向。
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引用次数: 3
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Ekonomika Regiona-Economy of Region
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