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Framing public financial policy: transforming the classic concept in the time of digitalization 构建公共财政政策:数字化时代经典观念的转变
Yulia Stetsyunich, Y. Busheneva, A. Zaytsev
The financial policy of the state is framed and persued on the basis of the country's strategic development plans. Today special attention is paid to approaches to planning given the achievements of digital economy. The paper characterizes the changes that have taken place in the financial policy planning of the state following the digitalization of the economy. It is stated that when the financial policy of the state is planned in the time of digitalization, new approaches should be used so that the national financial system can adapt and react flexibly to internal and external crises, shocks, transformations. The importance of transforming public financial policy planning on new grounds is justified by the results of the country comparative analysis of indices Networked Readiness Index 2018 and Open Budget Index 2017. It is stated that in Russia the financial policy of the state must consider a whole number of innovations, for example a new construction of budget rules formulated by the RF Ministry of Finance. By and large, introduction of up-to-date technologies when registering information, analyzing, controlling and making decisions is a need and actively developing in the public sector. It leads to changing the form in which the public sector of the economy is governed in the time of digital reality. As a result of the study, it has been found out that public financial policy planning on the basis of the achievements of digital economy can create the foundations for the national financial system to react swiftly to the changes occurring in the national economy and reflect them in the financial plans of the country in due time.
国家财政政策是在国家战略发展规划的基础上制定和实施的。鉴于数字经济的成就,今天特别关注规划方法。本文描述了随着经济的数字化,国家财政政策规划发生的变化。在数字化时代规划国家金融政策时,应采用新的方法,使国家金融体系能够灵活地适应和应对内部和外部的危机、冲击和变革。2018年网络准备指数和2017年公开预算指数的国家对比分析结果证明了在新的基础上转变公共财政政策规划的重要性。有人指出,在俄罗斯,国家的财政政策必须考虑一系列创新,例如由俄罗斯财政部制定的预算规则的新构建。总的来说,在登记信息、分析、控制和决策时采用最新技术是公共部门的一项需要和积极发展。它将改变公共经济部门在数字现实时代的治理形式。研究发现,在数字经济成果的基础上进行公共财政政策规划,可以为国家财政体系对国民经济发生的变化做出快速反应并及时反映到国家财政计划中奠定基础。
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引用次数: 9
Managerial Decisions on the Effective Systems of Remuneration at Crisis Enterprises in Digital Environment 数字环境下危机企业有效薪酬制度的管理决策
Alexander Bril, O. Kalinina, S. Evseeva, V. Vilken
Crises have become an integral part of everyday life. The development of crises in enterprises depends on the activities of all categories of workers, and the personnel management system is an essential element of crisis management. The purpose of the research is to describe the mechanism for making managerial decisions on the effective systems of remuneration at crises enterprises in a digital environment. Preservation of the most effective employees in crisis requires the use of special methods of motivation and organization of remuneration. For the financial justification of the implementation of this task, the article proposes a decision-making procedure and a system of calculations based on the separation of the principles of external and internal analysis, the development of the regulatory budget of the company and the business plan to overcome the crisis. Recommendations were made for companies: conducting an external financial analysis of the company to assess the financial capabilities of the enterprise, calculation of the regulatory budget and development of the program of internal financial analysis, conducting internal financial analysis and preparation of special reports, and development of options for a business plan for withdrawing a company from a crisis with various incentive systems for personnel to decide on financing.
危机已经成为日常生活中不可分割的一部分。企业危机的发展取决于各类工人的活动,人事管理制度是危机管理的重要组成部分。本研究的目的是描述数字环境下危机企业有效薪酬制度的管理决策机制。在危机中保留最有效的员工需要使用特殊的激励和薪酬组织方法。对于实施该任务的财务理由,本文提出了基于外部和内部分析分离原则的决策程序和计算系统,制定公司的监管预算和克服危机的商业计划。对公司提出建议:对公司进行外部财务分析,评估企业的财务能力;计算监管预算,制定内部财务分析方案;进行内部财务分析,编制专题报告;制定公司走出危机的商业计划方案,采用各种激励制度,由人员决定融资。
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引用次数: 1
Russia in the mirror of the global competitiveness indices 俄罗斯在全球竞争力指数的镜子
O. Makarova, Y. Makarova, O. Martynenko
The paper considers the prospects of the country's development through the prism of the cluster concept application. Strengths and weaknesses of the Russian economy development are identified. It is possible to use the competitiveness index as an object of the cluster policy. The analysis of competitiveness on the basis of the Global Competitiveness Indices is carried out, threshold values are determined, and the first group of values can be used in competitiveness development programs and growth horizons, and the second group can be used to identify factors and threats, as well as to predict the critical level of economic security. It is determined that competition is a multilevel phenomenon manifested at different levels: macroeconomic, mesoeconomic, and microeconomic.
本文通过集群概念应用的棱镜来思考我国的发展前景。指出了俄罗斯经济发展的优势和不足。可以将竞争力指数作为集群政策的对象。在全球竞争力指数的基础上对竞争力进行了分析,确定了阈值,第一组值可用于竞争力发展计划和增长视野,第二组值可用于识别因素和威胁,并预测经济安全的临界水平。本文确定了竞争是一个多层次的现象,表现在宏观经济、中观经济和微观经济的不同层面。
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引用次数: 0
Standard dynamic financial analysis and control tools of an enterprise in the time of digital economy 数字经济时代企业标准的动态财务分析与控制工具
A. Zaitsev, O. Kichigin, A. Korotkova
The paper provides for and tests the standard dynamic tools that can be used for more effective monitoring of the company management performance aimed at financial stability in the time of digital economy. This paper elaborates on the concept of diagnostics of structural dynamics of economic systems suggested by I.M. Syroezhin. In the study, a standard dynamic model has been developed for diagnostics and monitoring of the financial stability of an enterprise given the changes introduced on July 1, 2019 in accounting in the RF, and some tools have been suggested for estimating the integral indicator and factor analysis. The suggestions of the authors have been tested through comparison of traditional approaches and the presented tools for diagnosing the financial stability of an enterprise. The developed tools can be used for both external control over financial activities of an enterprise, and operative internal control and monitoring of the current trends in the change of the financial status. The suggested methods are aimed, primarily, at realizing the objectives of financial control ensuring the interests of the enterprise's owner. It is caused by the need to take managerial decisions quicker in the time of increasingly faster changes in the economic system. The suggested tools make it possible to realize more effective feedback between management actions and their outcomes at the level of the enterprise.
本文提供并测试了标准的动态工具,可用于更有效地监测数字经济时代以金融稳定为目标的公司管理绩效。本文阐述了Syroezhin提出的经济系统结构动力学诊断的概念。在研究中,考虑到2019年7月1日在RF中引入的会计变化,开发了一个标准的动态模型,用于诊断和监测企业的财务稳定性,并建议了一些工具来估计积分指标和因子分析。作者的建议已经通过传统方法和所提出的工具诊断企业财务稳定性的比较进行了检验。所开发的工具既可以用于对企业财务活动的外部控制,也可以用于操作性的内部控制和对当前财务状况变化趋势的监测。建议的方法主要是为了实现财务控制的目标,确保企业所有者的利益。这是由于在经济体系变化日益迅速的情况下,需要更快地作出管理决策。建议的工具使得在企业层面的管理行为及其结果之间实现更有效的反馈成为可能。
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引用次数: 6
Information Technology and Innovation in Taxpayer Registration and Numbering: National and International Experience 信息技术与纳税人登记编号创新:国内外经验
N. Victorova, E. Vylkova, N. Pokrovskaia, F. Shukhov
The paper considers usage of mobile cloud computing in most regulated procedures of tax administration -- taxpayer registration and numbering. The literature review of the research devoted to issues of digital taxation, tax control, tax procedures, general or specific for some states, shows a lack of scientific studies in the inter-country analysis devoted the above-mentioned issues. Therefore, relying on the experience of difference states, the authors set goals of the current research, which are to identify positive and negative aspects of integrating information and communication technologies in registering and accounting tax procedures; to come up with guidelines for tax procedure improvements. The research was conducted by two groups of countries with different geographical locations: economically developed countries (USA, United Kingdom, Switzerland, Sweden) and developing countries (Mexico, Kenya, Indonesia, Mongolia), and the Russian Federation. Based on the data of the «The Global Competitiveness Index 4.0» 2018 rankings (World Economic Forum), the authors evaluated digitalization in the countries under analysis and its impact on tax relations. The World Bank «Paying Taxes» rankings 2011-2019 showed development of the particular tax subsystem -- tax administration, determined by the intensive use of progressive technologies. The given paper presents brief characteristics of online services, mobile applications, and other software used now in the countries under analysis. The characteristics resulted from current information from websites of tax regulatory agencies in the countries. The comparative analysis as the main research method made the foundation for both general conclusions and guidelines common for all the states, and individual features that concern the Russian system of tax administration. For this purpose, the authors used the guide of the International Monetary Fund. Suggestions for improvement of tax registering and accounting procedures in Russia cover the current problems in this sphere, including long-term prospects.
本文考虑了移动云计算在大多数受监管的税务管理程序中的使用——纳税人登记和编号。对数字税收、税收管制、税收程序问题的研究进行文献回顾,无论是对某些国家的一般问题还是具体问题,都表明在针对上述问题的国家间分析中缺乏科学研究。因此,根据不同国家的经验,作者设定了当前研究的目标,即识别信息通信技术在注册和会计税务程序中的积极和消极方面;提出税务程序改进的指导方针。这项研究是由两组地理位置不同的国家进行的:经济发达国家(美国、英国、瑞士、瑞典)和发展中国家(墨西哥、肯尼亚、印度尼西亚、蒙古)以及俄罗斯联邦。根据2018年“全球竞争力指数4.0”排名(世界经济论坛)的数据,作者评估了所分析国家的数字化及其对税收关系的影响。2011-2019年世界银行«纳税»排名显示了特定税收子系统——税收管理的发展,这是由先进技术的密集使用决定的。给定的论文简要介绍了在线服务、移动应用程序和其他软件在分析的国家中使用的特点。这些特点源于各国税务监管机构网站上的当前信息。比较分析作为主要的研究方法,为俄罗斯税收征管制度的一般结论和指导方针以及各自的特点奠定了基础。为此,作者使用了国际货币基金组织的指南。改进俄罗斯税务登记和会计程序的建议涵盖了这一领域目前存在的问题,包括长期前景。
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引用次数: 5
Innovations and digital transformation of the Russian fishery complex 俄罗斯渔业综合体的创新和数字化转型
A. Kharin, V. Kuzin, A. Mnatsakanyan
Digital technologies are consistently entering the practice of various industries, forming a knowledge society of the future. The fishery complex of Russia is also gradually increasing the number of digital technologies used. Lots of innovations in the fisheries sector are based on technological approaches of the digital economy. The aim of the work is to determine the prospects for the transition of the Russian fishery complex to a model of innovative development based on the principles of the digital economy. For this, it is necessary to consider the key features of the digital economy that can influence the activities of the fisheries complex, establish the main aspects of the digital transformation process and formulate promising directions and forms of introducing the digital economy in the complex. Methods of system analysis were used, as well as agent modeling based on the description of the fishing industry as a set of active objects (agents) that are guided by a set of rules of interaction in the economic environment for the goal of the work achievement. The hypothesis that digitalization is part of the processes of informatization taking place in modern society can take into account the peculiarities of various features of the diversified complex. It allows us to apply a wide range of methods to the specific features of various types of economic activity included in the fishery complex. The study revealed that the digitalization process in the fishery complex is based on the introduction of equipment that uses digital technologies as well as business-models and methods related to them. The key factors in this are technological development and changes in human capital.
数字技术不断进入各行各业的实践,形成了未来的知识社会。俄罗斯的渔业综合体也在逐步增加数字技术的使用数量。渔业部门的许多创新都是基于数字经济的技术方法。这项工作的目的是确定俄罗斯渔业综合体向基于数字经济原则的创新发展模式过渡的前景。为此,有必要考虑数字经济可能影响渔业综合体活动的关键特征,确定数字化转型过程的主要方面,并制定在综合体中引入数字经济的有希望的方向和形式。本文采用了系统分析的方法,以及基于将渔业描述为一组活动对象(agent)的agent建模,这些活动对象(agent)在经济环境中受到一组交互规则的引导,以实现工作目标。数字化是现代社会发生的信息化过程的一部分的假设,可以考虑到多元化综合体的各种特征的特殊性。它使我们能够对渔业综合体中包括的各种经济活动的具体特点采用广泛的方法。该研究表明,渔业综合体的数字化进程是基于引进使用数字技术的设备以及与之相关的商业模式和方法。其中的关键因素是技术发展和人力资本的变化。
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引用次数: 1
Analysis of the Russian digital economy profile 俄罗斯数字经济概况分析
V. Smirnov, A. Zakharova, V. Semenov, A. Mulendeeva, A. Suchkova
Given the speed of the changing landscape and the requirements In the article the problems of the modern global business landscape associated with the third wave of capitalism, digital transformation and discontinuity, the dominant role of the consumer in emerging markets, Hyper drive business, moving away from hierarchic decision-making and the transition to a market-oriented and seamless network structure, etc. are highlighted. Significant indicators of "Hierarchical changes Digital Economy Real Gross Output by Industry" determining the global economic profile of Digital Economy are revealed. In the article the necessity of transformation of the economic profile of Russia in the direction of sustainability that will allow the use of promising technological approaches for the conservation and sustainable dynamics of development are proved. This is fully in line with the process of fundamental changes to achieve maximum economic growth with the use of innovative technologies, implemented within the framework of the concept of the limits of the growth of The Club of Rome. As a rule, the processes of change can be either gradual through simple improvements or more radical -- associated with structural changes. The application of radical changes is associated with the need to provide reliable, proven knowledge. Technological foresight should become less expensive, maintaining high quality. The natural candidate for this role are "Big Data", "Bitcoin", "Blockchain" -- attributes of Digital Economy. The conducted analysis of the Russian digital economy profile, based on the assessment of changes in big data "Rank & Score" and ranking by "Indicator" and "Index", revealed the most sensitive elements of the blockchain of the Russian digital economy profile. Big data "Global Innovation Index 2018" ("World international intellectual property organization") were used for the analysis. The cumulate analysis of big data changes "Rank & Score" and ranking by "Indicator" and "Index" allowed depicting the scheme of the the blockchain of the Russian digital economy profile. Considering the dominant position of big data "Indicator" - "Innovation Output Sub-index", as well as "Strength" and "Weakness", the dominant factors that determine the blockchain of the Russian digital economy profile were identified. Among the subsidizing factors the most risk-taking is Domestic "credit to private sector & market scale" and ICT "use & business model creation" were pointed out. The Russian resource-based economy is highly dependent on foreign capital and technology, especially at the stage of changing over from the fifth to the sixth wave of the Kondratiev wave. At the same time the blockchain of the Russian digital economy profile highlights the essential role of Tertiary "education & enrolment". Most Russian firms urgently need addition to the stock human (intellectual) capital. In Russia that exhausted by long-term expectations of economic stability, the population and hou
本文强调了与第三次资本主义浪潮、数字化转型和不连续性、消费者在新兴市场中的主导作用、超高速驱动业务、摆脱等级决策以及向市场导向和无缝网络结构过渡等相关的现代全球商业格局的问题。揭示了决定数字经济全球经济格局的“等级变化数字经济实际产业总产值”的重要指标。在文章中,必须向可持续发展的方向转变俄罗斯的经济状况,以便使用有前途的技术方法来保护和可持续发展的动力。这完全符合通过使用创新技术实现最大经济增长的根本变革进程,这些技术是在罗马俱乐部增长极限概念的框架内实施的。通常,变化的过程可以是通过简单的改进逐步进行的,也可以是更激进的——与结构变化相关。激进变革的应用需要提供可靠的、经过验证的知识。技术远见应该变得更便宜,保持高质量。“大数据”(Big Data)、“比特币”(Bitcoin)、“区块链”(区块链)——数字经济的属性,自然是这个角色的候选者。通过对大数据“Rank & Score”变化的评估以及“指标”和“指数”的排名,对俄罗斯数字经济概况进行了分析,揭示了俄罗斯数字经济概况区块链中最敏感的因素。大数据采用“全球创新指数2018”(“世界国际知识产权组织”)进行分析。通过对大数据变化的“排名和得分”以及“指标”和“指数”的累积分析,可以描绘出俄罗斯数字经济概况的区块链方案。考虑到大数据“指标”——“创新产出子指数”的主导地位,以及“优势”和“劣势”,确定了决定俄罗斯数字经济状况区块链的主导因素。在补贴因素中,风险最大的是国内“私营部门信贷和市场规模”和ICT“使用和商业模式创造”。俄罗斯资源型经济高度依赖外国资本和技术,特别是在康德拉季耶夫浪潮的第五次向第六次转变阶段。与此同时,俄罗斯数字经济概况的区块链强调了高等教育“教育与招生”的重要作用。大多数俄罗斯公司迫切需要补充现有的人力(智力)资本。在对经济稳定的长期期望筋疲力尽的俄罗斯,民众和家庭对经济文化(“印刷、出版物和其他媒体产出”)产生了兴趣。
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引用次数: 1
Regional features of the labor market in the digitalization of the domestic economy 劳动力市场在国内经济数字化中的区域性特征
T. Petrenko, I. Egorova, E. Kornienko, T. Balina, Tatyana A. Maksimenko
The economy's digitalization seems to be the most significant factor in its current development, but the process is unevenly implemented in the regional context, which affects all aspects of market interaction, including the labor market. It affects the market situation, determining the standard of living characteristics in individual territories of the country. Under these conditions, the role of employment centers increases, their functions are expanding and are associated primarily with a reflection of the ongoing qualitative changes in the structure of demand and supply in the labor market of a specific territory based on the existing specialization, areas of production co-operation, structure and level of development of productive forces, taking into account the continuing multi-structured Russian economy. Regional monitoring of the labor market is aimed at assessing the existing features of the labor market of a specific territory, as well as identifying trends that allow forecasting the development vector and determining the most promising areas of training and retraining. Scientific understanding of the results of monitoring by representatives of the educational community and communicating its results allows us to form the potential for mutually beneficial cooperation between employers, the state, employees and specialized educational institutions focused on training the relevant workforce. Labor market monitoring conducted in Taganrog records the changes in the labor economy of the city, and the materials obtained from its results can be used to adjust interaction programs between vocational education institutions, the Administration and the Employment Center of the city, as well as interested employers. The research findings demonstrate the presence of stable tendencies to increase the demand for workers with higher education. As Taganrog is an average Russian city, the findings can be extrapolated to other regions and used in the process of developing mechanisms for government regulation and support for regional labor markets.
经济的数字化似乎是其当前发展中最重要的因素,但在区域背景下,这一进程的实施并不均衡,这影响了市场互动的各个方面,包括劳动力市场。它影响着市场形势,决定着国家各个地区的生活水平。在这种情况下,就业中心的作用增加了,职能扩大了,主要反映了在现有专业化、生产合作领域、生产力的结构和发展水平的基础上,特定地区劳动力市场的需求和供给结构正在发生质的变化,同时考虑到俄罗斯经济的持续多结构。对劳工市场进行区域监测的目的是评估某一特定领土劳工市场的现有特点,并查明趋势,以便预测发展方向,确定最有希望的培训和再培训领域。对教育界代表监测结果的科学理解和交流使我们能够在雇主、国家、雇员和专门教育机构之间形成互利合作的潜力,重点是培训相关劳动力。在塔甘罗格进行的劳动力市场监测记录了该市劳动经济的变化,从其结果中获得的资料可用于调整职业教育机构、该市行政部门和就业中心以及感兴趣的雇主之间的互动方案。研究结果表明,中国对高学历工人的需求呈稳定增长趋势。由于塔甘罗格是一个普通的俄罗斯城市,研究结果可以外推到其他地区,并用于制定政府监管和支持区域劳动力市场的机制。
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引用次数: 0
Tourism clusters identification procedure and specifics 旅游集群的识别程序和细节
Elvira Kondukova, Andrey Kondukov
This paper intended to show the scope and complexity of the tourism clusters problem. Processes of clusters formation and functioning are of great interest for researchers in Russian Federation and abroad, especially considering governments' activity in this sphere. Key problems are as follows: Which economic activities have to be included in tourism cluster as supplementary? What are the problems of their turnover estimation? What are the criteria of tourism cluster formation? All of them have a long history, but currently are still far from being solved, among other things, we still need to calculate a share of complementary industries' sales and resources to be included in tourism activity and «wild» tourism turnover estimation. We propose to run a specialized survey to assess the economic effects of non-organized tourism to solve these problems. In terms of theory, it remains to be determined, what are criteria for local group of firms in tourism and complementary activities that make them arrange into a cluster considering the economic benefits of geographical concentration in certain location. Widely used procedure of cluster maturity estimation was applied to Russian Federation regions in comparison with world-class tourist clusters in Europe. We got an evidence of biases in cluster identification because of country and type of tourism specifics as well as limitations of estimating procedure. The paper shows that these problems are typical for not only Russian Federation but foreign countries too, including those with well-developed tourism industry. Clusters influence at companies efficiency is at least contradictory both from the side of demand and supply. Tourist product, resources and business processes specifics makes it much harder to extract cluster benefits and gives privileges first to large companies.
本文旨在揭示旅游集群问题的范围和复杂性。俄罗斯联邦和国外的研究人员对集群的形成和运作过程非常感兴趣,特别是考虑到政府在这一领域的活动。关键问题如下:哪些经济活动必须作为补充纳入旅游集群?他们的营业额估计有什么问题?旅游集群形成的标准是什么?所有这些问题都有很长的历史,但目前还远远没有解决,其中,我们仍然需要计算互补产业的销售和资源的份额,以纳入旅游活动和“野生”旅游营业额估计。为了解决这些问题,我们建议进行一项专门的调查来评估无组织旅游的经济效果。在理论方面,考虑到地理集中在某一地点的经济效益,旅游和互补性活动的地方企业集团安排成集群的标准是什么,还有待确定。将广泛应用的聚类成熟度估计方法应用于俄罗斯联邦地区,并与欧洲世界级旅游集群进行比较。由于国家和旅游类型的特殊性以及估计程序的局限性,我们得到了聚类识别存在偏差的证据。本文认为,这些问题不仅在俄罗斯联邦,而且在国外,包括那些旅游业发达的国家,都是典型的。集群对企业效率的影响至少在供需两方面是矛盾的。旅游产品、资源和业务流程的特殊性使得获取集群利益变得更加困难,大公司优先获得特权。
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引用次数: 0
Infrastructure Potential of Creating "Smart Cities" 打造“智慧城市”的基础设施潜力
L. Dorofeeva, Dmitrii G. Rodionov, D. Velichenkova
Creating" smart cities" is becoming an integral part of the strategy to mitigate consequences of the problems caused by urban population growth and rapid urbanization. It allows finding out a new course for the development of certain regions' economy and the country as a whole. This problem is an essential new issue for the Russian Federation; however, only a few researchers focus on this topic. Most technologies and domains which a "smart city" is based on are connected with appropriate infrastructure. Roads and utility networks that have a significant impact on cities and regions matter a lot. The given article considers the hypothesis that the level and dynamics of the regional infrastructure development influence creation of "smart cites" considerably. The notion a "smart city" requires implementing new digital technologies, and it is based on opportunities that are offered within the transition to the new technological paradigm. Having reviewed significant amount of literature related to various branches of sciences, and used the rating of infrastructure development of regions and "The Strategy of Spatial Development of the Russian Federation until 2025", the city ranking in regard to opportunities of the efficient use for all regional resources is carried out. Based on the data from the portal "The Bank of Solutions of the Smart City" created by the Ministry of Construction, Housing and Utilities of the Russian Federation to integrate best practices of smart cities development, projects executed in the cities taking part in the research are considered. Obtained results have allowed us to make conclusions on key challenges related to the development of smart cities and those transformations of a regional space that they are accompanied by. The advantages and disadvantages of smart city creation are identified.
创建“智慧城市”正在成为缓解城市人口增长和快速城市化带来的问题后果的战略的一个组成部分。它可以为某些地区和整个国家的经济发展找到一条新的道路。这个问题对俄罗斯联邦来说是一个重要的新问题;然而,只有少数研究人员关注这一主题。“智慧城市”所基于的大多数技术和领域都与适当的基础设施相连接。对城市和地区有重大影响的道路和公用事业网络非常重要。本文考虑了区域基础设施发展的水平和动态在很大程度上影响“智慧城市”创造的假设。“智慧城市”的概念需要实施新的数字技术,它是基于向新技术范式过渡所提供的机会。在审查了与各个科学分支相关的大量文献之后,并使用了区域基础设施发展评级和“俄罗斯联邦到2025年的空间发展战略”,根据有效利用所有区域资源的机会进行了城市排名。根据俄罗斯联邦建设、住房和公用事业部为整合智慧城市发展的最佳实践而创建的门户网站“智慧城市解决方案银行”的数据,对参与研究的城市执行的项目进行了考虑。获得的结果使我们能够就与智慧城市发展相关的关键挑战以及随之而来的区域空间转型得出结论。确定了智慧城市创建的优势和劣势。
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引用次数: 3
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Proceedings of the 2019 International SPBPU Scientific Conference on Innovations in Digital Economy
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