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Digital activity of industrial enterprises in the context of ensuring sustainable economic development of territories 工业企业在确保地区可持续经济发展背景下的数字化活动
A. Evseev, N. Morozova, I. Vasileva
The relevance of the research is due to the fact that there is a lack of scientific knowledge in determining the relationship between digital transformation and sustainable development of territories, which will help to form a clearer picture of digitalization processes that contribute to stable economic development. Currently, the country's industrial economy is gradually moving to the knowledge economy, so one of the problems is the constant indication of digitalization processes with their correlation with the growth rates of key indicators of economic development, as well as the most effective management of domestic and foreign policies of industrial enterprises aimed at achieving specified production indicators. The purpose of this article is to identify the features and the relationship between the digital activity of industrial enterprises and sustainable economic development of territories. The leading approach to the research is a comprehensive, and the method is statistical and economic, which allows giving a comprehensive description of the digital activity of industrial enterprises in modern conditions. As a result of the analysis, the relationship between the digital activity of industrial enterprises and the sustainable economic development of territories has been identified and justified: the digital activity of industrial enterprises ensures the economic development of the country; investment is directly related to the rise in digital activity; the main obstacles to digitalization of enterprises are low readiness for integration of transformations, lack of sufficient budget and elaborated digital strategy in the development agenda; employees have insufficient digital competencies. The theoretical value of the article's materials lies in the fact that it deepen the knowledge of the features and connection of industry digitalization with the sustainable economic development of territories. In practice, the article's materials can be used in the development of analytical reports, as well as state and regional strategic programs.
该研究的相关性是由于在确定数字化转型与地区可持续发展之间的关系方面缺乏科学知识,这将有助于形成更清晰的数字化进程图景,从而有助于稳定的经济发展。目前,我国工业经济正逐步向知识经济过渡,数字化进程的不断体现,与经济发展关键指标的增长率的相关性,以及工业企业为实现指定的生产指标而进行的最有效的国内外政策管理,是问题之一。本文的目的是识别工业企业数字化活动与区域经济可持续发展的特征和关系。研究的主要方法是综合的,方法是统计和经济的,它允许在现代条件下对工业企业的数字活动进行全面描述。通过分析,确定并论证了工业企业数字化活动与地区经济可持续发展之间的关系:工业企业的数字化活动保证了国家的经济发展;投资与数字活动的增加直接相关;企业数字化的主要障碍是整合转型的准备程度低,缺乏足够的预算和发展议程中详细的数字化战略;员工数字化能力不足。本文资料的理论价值在于加深了对地区工业数字化的特点及其与经济可持续发展的联系的认识。在实践中,本文的材料可以用于分析报告的发展,以及国家和地区的战略规划。
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引用次数: 1
Legal Ways to Overcome Barriers to Developing Competition in the Digital Platform Services Market 克服数字平台服务市场竞争障碍的法律途径
O. Zhevnyak, E. Shablova
The purpose is to determine whether changes in Russian competition legislation are necessary to overcome the barriers to competition created by the market power of digital platforms. The objectives are 1) to identify whether there is enough regulatory material in the legislation of Russia to legally qualify the actions of digital platforms, which are anti-competitive barriers in controlled markets; 2) to investigate whether it is required to change the legislation for more effectively eliminating these barriers; 3) to determine what changes need to be made. Materials and methods. The research method is the method of "economics and law". The research methodology includes elucidating the specifics of the economy of digital platforms, factors affecting competition in the digital platform market, an empirical analysis of the anti-competitive practices of digital platforms, analysis of competition protection legislation to identify the need to change it to regulate digital platforms, and searching for other legal ways to overcome barriers standing in the way of developing competition in the digital platform market. Results. The current antitrust laws of Russia contain enough structures to qualify unfair competition and abuse of a dominant position in the digital platform market. It is necessary to attract a new economic theory of digital platforms at finding means to combat unfair competition in digital markets. The authors suggest including structural measures into the Russian legislation to limit anti-competitive practices of digital platforms, for example, to prohibit the owner of a digital platform from doing business that the participants in the platform do.
目的是确定是否有必要修改俄罗斯竞争立法,以克服数字平台的市场力量造成的竞争障碍。目标是1)确定俄罗斯立法中是否有足够的监管材料来合法地限制数字平台的行为,这些行为是受控市场中的反竞争壁垒;2)调查是否需要修改立法以更有效地消除这些障碍;3)确定需要进行哪些更改。材料和方法。研究方法是“经济学和法学”的方法。研究方法包括阐明数字平台经济的具体特点、影响数字平台市场竞争的因素、对数字平台反竞争行为的实证分析、分析竞争保护立法以确定对数字平台进行监管的必要性,以及寻找其他法律途径来克服阻碍数字平台市场发展竞争的障碍。结果。俄罗斯现行的反垄断法包含足够的结构来限制不公平竞争和滥用数字平台市场的主导地位。在寻找打击数字市场不公平竞争的手段方面,有必要引入一种新的数字平台经济理论。作者建议在俄罗斯立法中加入结构性措施,以限制数字平台的反竞争行为,例如,禁止数字平台的所有者从事平台参与者所从事的业务。
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引用次数: 0
Features of automation of business processes of interaction with customers 与客户交互的业务流程自动化的特点
M. Volik, M. Kovaleva
Any modern company, as an economic object, represents complex system that are constantly evolving and need effective management. The main functions of managing an economic object include planning, accounting and analysis, control and regulation. The introduction and use of modern automation technologies will improve the management of the company due to the fact that each company seeks to increase the efficiency of the collection, processing and use of information. Modern information, digital, network, cloud and mobile technologies are constantly evolving. The quality of enterprise management and its competitiveness depend on the effectiveness of their use in all areas of activity. In modern economic conditions, the introduction of information technologies will allow the company to increase profits, reduce routine operations, increase employee motivation, which has advantages in the form of cost reduction, lower risks of loss and duplication of information, etc. Currently the increase in the number of trading companies, the issue of attracting and retaining customers is relevant. In this regard, it is relevant to study the features of management and automation of business processes of interaction with customers in order to ensure transparency and manageability of the business; optimization and standardization of the company's business processes; increasing the investment attractiveness of the company. The goal of this study is to generalize the theoretical and methodological foundations of managing the business process of interacting with customers based on CRM to improve the efficiency of the company. Generalization of the features of automation of business processes of interaction with customers will allow business analysts and company leaders to improve the algorithm for analyzing business processes and speed of management decisions. Timely decisions will positively affect the efficiency activities of the company.
任何现代企业,作为一个经济对象,都是一个不断发展的复杂系统,需要有效的管理。管理经济对象的主要功能包括计划、会计和分析、控制和调节。现代自动化技术的引入和使用将改善公司的管理,因为每个公司都寻求提高收集、处理和使用信息的效率。现代信息、数字、网络、云、移动技术不断发展。企业管理的质量及其竞争力取决于在所有活动领域中有效地使用管理方法。在现代经济条件下,信息技术的引入将使公司增加利润,减少日常操作,增加员工的积极性,其优势表现在降低成本,降低信息丢失和重复的风险等方面。目前贸易公司数量的增加,吸引和留住客户的问题是相关的。在这方面,研究与客户交互的业务流程的管理和自动化的特点,以确保业务的透明度和可管理性是相关的;公司业务流程的优化与规范;提高公司的投资吸引力。本研究的目的是总结基于CRM管理与客户互动的业务流程的理论和方法基础,以提高公司的效率。对与客户交互的业务流程自动化特征的概括将允许业务分析师和公司领导改进用于分析业务流程的算法和管理决策的速度。及时的决策将积极影响公司活动的效率。
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引用次数: 0
Development of an Optimization Model for the Formation of an Innovative Project Portfolio per Stages of the Life Cycle 创新项目组合生命周期各阶段形成优化模型的建立
D. Rodionov, T. Mokeeva, I. Aliev
In modern conditions, one of the most important factors of financial stability and competitiveness of an enterprise is the rational use of resources when investing in projects, especially those of an innovative nature. At the same time, the classical approaches to substantiating the effectiveness of investment decisions for innovative projects of enterprises have a number of serious assumptions due to the complexity, and sometimes the impossibility of assessment in conditions of uncertainty and risk, as well as a continuously changing external environment. This paper is devoted to the use of mathematical models as alternative tools for solving the problem of substantiating the optimal amount of investment and time spent in the formation of a portfolio of innovative projects by stages of the life cycle. An optimization model for the relationship of investments from the beginning to the end of the project life cycle stages has been developed. On the basis of the developed model, the main characteristics of the process of implementing investment projects have been determined, including the minimum and maximum volumes of rational investment, as well as the extreme values of income and losses from project investment. The implementation of the developed methodology was carried out using the computing capabilities of the Microsoft Excel program. Based on the results obtained, a conclusion was made about the possibility of practical implementation of the developed model.
在现代条件下,企业在投资项目特别是创新型项目时,资源的合理利用是影响企业财务稳定性和竞争力的重要因素之一。同时,由于企业创新项目投资决策的复杂性,有时在不确定性和风险条件下以及外部环境不断变化的情况下无法进行评估,证明企业创新项目投资决策有效性的经典方法都有一些严重的假设。本文致力于使用数学模型作为替代工具来解决按生命周期阶段确定创新项目组合形成的最佳投资金额和时间的问题。建立了从项目生命周期开始到结束阶段投资关系的优化模型。在此基础上,确定了投资项目实施过程的主要特征,包括合理投资量的最小值和最大值,以及项目投资收益和损失的极值。利用Microsoft Excel程序的计算能力对所开发的方法进行了实施。在此基础上,得出了该模型在实际应用中的可行性结论。
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引用次数: 1
Research and Assessment of Innovatively-Active Industrial Cluster Development 创新活跃型产业集群发展研究与评价
A. Babkin, N. Alekseeva, Guljakhon Makhmudova, Anna Yung
The competitive companies' development within the Fourth Industrial Revolution makes the market participants search for the most effective business methods including cluster formation. The research papers review on the enterprises activity performance in clusters revealed the contradictive effectiveness of the companies' results as cluster members which signifies the relevance of the given research. The paper considers the cluster development potentials of the innovatively-active industrial companies through the trend data dynamics of innovatively active industrial cluster participants and the comparison of the achieved financial goals to the average market values. The subject examined is the cluster and its participant members efficiency. The innovatively-active industrial cluster is the object of the investigation. The aim of the research is to assess the innovatively-active industrial cluster performance the development of which happens due to the new companies' entry. The sales value per employee, profit indicator per employee, and return on sales value are assessed. Based on the results received we admit the intellectual cluster capital to strengthen the cluster companies performance indicators. According to the analysis, the sales revenue per 1 employee per year is about 55% of the average market value, the profit per 1 employee per year is 1.7 times higher than the average market value. The return on sales of the cluster members is almost 3 times higher than by the type of activity. The analyzed data demonstrate the more effective performance of the cluster members as well as the cluster intellectual capital presence, created due to the synergistic effect of the united innovatively-active enterprises. The presented analysis of the retrospective cluster members performance indicators helped assess the entry cluster potentials as profitable for the company which in turn marks the whole innovatively active enterprise cluster development as beneficial. Further data clarification and performance indicators expansion used in the analysis is the future goal of the undertaken research.
第四次工业革命中竞争性企业的发展促使市场参与者寻找包括集群形成在内的最有效的商业方式。对集群中企业活动绩效的研究综述揭示了企业作为集群成员的结果的矛盾性,表明了本文研究的相关性。本文通过创新活跃产业集群参与者的趋势数据动态,以及实现的财务目标与平均市值的比较,来考虑创新活跃产业企业的集群发展潜力。研究的主题是集群及其参与成员的效率。创新活跃的产业集群是研究的对象。本研究的目的是评估由于新企业进入而发展的创新活跃产业集群的绩效。评估每个员工的销售额、每个员工的利润指标和销售价值的回报。根据所得结果,我们承认智力集群资本对集群企业绩效指标的强化作用。据分析,每1名员工每年的销售收入约为平均市值的55%,每1名员工每年的利润是平均市值的1.7倍。集群成员的销售回报率几乎是同类型活动的3倍。分析数据表明,由于联合创新活跃企业的协同效应,集群成员的绩效和集群智力资本存在更加有效。对回顾性集群成员绩效指标的分析有助于评估进入集群对公司的盈利潜力,从而标志着整个创新活跃的企业集群发展是有益的。进一步的数据澄清和在分析中使用的绩效指标的扩展是今后开展研究的目标。
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引用次数: 2
Digitalization of medical services for detecting violations of cerebrovascular regulation based on a neural network signal analysis algorithm 基于神经网络信号分析算法的脑血管违规医疗服务数字化检测
G. Malykhina, V. Salnikov, V. Semenyutin, D. Tarkhov
When solving the problem of predicting impaired autoregulation of blood circulation in the brain, scientists usually use a prognostic expression that interconnects the function of coherence of blood flow velocities in the arteries and atrerial pressure with a phase shift in the M-wave range. In our study we proposed to employ neural networks to adapt the method to specific patients or to a group of patients. A neural network algorithm has been developed to identify in the statistical properties of coherent biological signals present in a mixture with other signals and interference. The algorithm includes real-time determination of the coherence function of signals between fluctuations in systemic blood pressure and blood flow velocities in the left and right middle cerebral arteries and the phase shift function between these signals in the Mayer wavelength range. To reduce the influence of noise, it is proposed to use the technique of a sliding frame, divided into windows. The coherence and phase shift functions obtained in the windows are averagedwithin the frame boundaries. As a result, smoothed functions can be obtained in the time-frequency domain. To detect infractions of the cerebral autoregulation process, it is proposed to use trained neural feedforward network, which generalizing property can be improved as new experimental data are obtained while maintaining a balance between individual and general characteristics of patients.
在解决预测大脑血液循环自动调节受损的问题时,科学家通常使用一种预测表达,将动脉血流速度和动脉压力的一致性功能与m波范围的相移联系起来。在我们的研究中,我们建议使用神经网络来适应特定患者或一组患者的方法。本文提出了一种神经网络算法,用于识别与其他信号和干扰混合的相干生物信号的统计特性。该算法包括实时测定全身血压波动和左右大脑中动脉血流速度之间信号的相干函数,以及这些信号在Mayer波长范围内的相移函数。为了减少噪声的影响,提出了采用滑动框架的技术,将其划分为多个窗口。在帧边界内对窗口内得到的相干函数和相移函数进行平均。因此,可以在时频域中得到平滑的函数。为了检测大脑自调节过程中的违规行为,提出使用训练好的神经前馈网络,在保持患者个体特征和一般特征之间的平衡的同时,可以随着新的实验数据的获得而提高其泛化性能。
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引用次数: 2
The Use of Visualization Technologies Within the Framework of Adult Education in the Digital Space 可视化技术在数字空间成人教育框架中的应用
T. Byundyugova, Elena Kornienko, O. Kholina
The article describes the results of research on the use of visualization technology in adult education in the digital space, also describes the features of the digital educational environment, and considers various aspects of visualization. The paper describes the main directions of personality realization in the digital educational space (cognitive, behavioral, value-semantic), which are possible through the use of the introjection mechanism. As part of the study of visualization, a study was conducted on its use in adult education in the digital space. The goal is to study in practice the possibilities of using visualization in adult education in the digital space. The study used: questionnaires, testing, and active learning methods. Research stages: development of the employee training program "rules of digital etiquette", interviewing employees before and after the program, implementing the program in organizations, testing employees immediately after the program is implemented and a month later in order to evaluate the results obtained. The results and contribution of the research to the scientific field are that the visualization method helped to find ways to solve the problems of training employees of organizations in an active format and achieve goals. it also contributed to a more effective assimilation of knowledge, awareness of the relationships between different components of the program, which allowed us to assess the role and importance of visualization in training at a higher level. Also, the use of visualization in the process of training and development of personnel helps to improve the ability to solve problems and formulate their goals, which leads to increased efficiency. In The use of visualization allows you to qualitatively increase the level of imaginative thinking of staff, contributes to the development of cognitive flexibility, the ability to prioritize activities, clearly present goals, plans, and tasks.
本文介绍了数字化空间中可视化技术在成人教育中的应用研究成果,描述了数字化教育环境的特点,并对可视化的各个方面进行了思考。本文阐述了数字化教育空间中人格实现的主要方向(认知、行为、价值-语义),并指出了人格实现可以通过内省机制实现。作为可视化研究的一部分,一项关于其在数字空间成人教育中的应用的研究进行了。目标是在实践中研究在数字空间的成人教育中使用可视化的可能性。该研究采用了问卷调查、测试和主动学习方法。研究阶段:制定员工培训计划“数字礼仪规则”,在计划前后对员工进行访谈,在组织中实施该计划,在计划实施后立即对员工进行测试,并在一个月后对所获得的结果进行评估。研究的结果和对科学领域的贡献是,可视化方法有助于找到解决组织员工积极培训问题和实现目标的方法。它还有助于更有效地吸收知识,意识到项目不同组成部分之间的关系,这使我们能够在更高层次上评估可视化在培训中的作用和重要性。此外,在人员的培训和发展过程中使用可视化有助于提高解决问题和制定目标的能力,从而提高效率。在可视化的使用中,您可以从质量上提高员工的想象力思维水平,有助于发展认知灵活性,优先考虑活动的能力,清楚地呈现目标,计划和任务。
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引用次数: 0
Efficiency assessment and research of the internal risks in the innovation-active industrial cluster 创新活跃型产业集群内部风险效率评价与研究
A. Druzhinin, N. Alekseeva
One of the main tasks implied in the idea of a cluster is to foster the innovation and knowledge exchange, thereby encouraging the economic growth, which benefits both - a State and an enterprise. The innovation-active industrial cluster is the subject of the research presented in this paper. The scope of the research is concentrated on the efficiency of the innovation-active industrial cluster. The study aims to evaluate the efficiency of the innovation-active industrial cluster and to examine the implied internal risks. This paper provides the results of the efficiency assessment of the innovation-active industrial cluster that was carried out using the indicators of financial and economic activity within the cluster. The paper also presents the analysis of the internal risks in the innovation-active industrial cluster. When performing the internal risk analysis, we used the indicators of the growth rate of revenue and profit before tax and compared their values with the indicators of the member enterprises in the cluster. The research concludes that while the work in the innovation-active industrial cluster is more efficient, it is still far more unpredictable and risky than the work of enterprises that do not make part of the cluster, though those enterprises may function in the same field. The results of the cluster enterprises analyzed throughout the research are diverse and highly unstable. In this regard, the growing number of the member enterprises will ensure greater levels of stability and reduced internal risks for the innovation-active industrial cluster. The analysis of the assets productivity allowed concluding that the profitability of the innovation-active industrial cluster is mainly generated not by tangible, but by the intangible assets. Consequently, this statement highlights the value of the intellectual assets that are created due to the synergetic effect brought in by the cooperation between the members.
集群概念所隐含的主要任务之一是促进创新和知识交流,从而鼓励经济增长,这对国家和企业都有利。本文以创新活跃型产业集群为研究对象。研究的范围主要集中在创新活跃型产业集群的效率问题上。本研究旨在评估创新活跃型产业集群的效率,并考察其隐含的内部风险。本文给出了利用集群内金融经济活动指标对创新活跃型产业集群进行效率评价的结果。本文还对创新活跃型产业集群的内部风险进行了分析。在进行内部风险分析时,我们使用了营收和税前利润的增长率指标,并将其数值与集群内成员企业的指标进行了比较。研究得出结论,虽然创新活跃的产业集群的工作效率更高,但它仍然比不属于集群的企业的工作更具不可预测性和风险,尽管这些企业可能在同一领域发挥作用。在整个研究过程中,对集群企业的分析结果具有多样性和高度不稳定性。在这方面,成员企业数量的增加将为创新活跃的产业集群提供更高水平的稳定性和更低的内部风险。通过对资产生产率的分析可以得出结论:创新活跃型产业集群的盈利能力主要不是由有形资产产生的,而是由无形资产产生的。因此,这句话强调了成员之间的合作所带来的协同效应所创造的知识资产的价值。
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引用次数: 0
Competitiveness of Research and Development and project offices as a corporate innovative systems: Ground of new private category of competitiveness for the conditions of new technological structure establishing 作为企业创新系统的研究开发和项目办公室竞争力:为新技术结构建立条件的新私营领域竞争力的基础
Nataliia Shchepkina, P. Krivulia, S. Shtapauk
The work continues the analysis of the role of R&D departments and project offices in forming of corporate innovative systems and through CIS connections of various technostructures into the new type of clusters. They will connect cluster members not within the framework of commercial communication networks, but within the framework of information cooperation. In the continuation of this analysis, it is shown that the categories of "competitiveness" and "innovative activity", between which the dependence was to be established as a solution of one of the research objectives, are not unambiguous: competitiveness is presented as a causal ability to gain market power and as a consequence of the success of economic objects resulting from this ability, the concept of innovative activity also includes a causal innovation-oriented activity and the result of this activity in the form of acquired innovativeness. Moreover, the values of competitiveness-cause and innovative activity as a consequence are much closer than the values in each pair of interpretations separately. This situation made it possible to select indicators which most closely reflect the essence of the characteristics. The dependence between them should be established, and this situation made it also possible to compile a statistical model with three parts: innovative activity, innovativeness, competitiveness - like success in competition. The revealed dependences received interpretations. They make it possible to draw conclusions about the need to use separate objects for assessing competitiveness of the corporate innovative systems, and to put forward hypotheses about the nature of the impact of competitiveness of CIS on the reasons for the previously identified greater role of project offices in CIS forming in comparison with R&D departments.
这项工作继续分析了研发部门和项目办公室在形成企业创新系统中的作用,并通过CIS将各种技术结构连接到新型集群中。它们将不是在商业通信网络的框架内,而是在信息合作的框架内连接集群成员。在这一分析的继续,它表明,“竞争力”和“创新活动”的类别之间的依赖关系是建立作为一个研究目标的解决方案,不是明确的:竞争力被认为是一种获得市场力量的因果能力,作为这种能力所导致的经济对象成功的结果,创新活动的概念还包括因果创新导向的活动以及这种活动以获得性创新的形式产生的结果。此外,竞争力的价值-原因和创新活动作为一个结果是更接近的价值比每一对解释分别。这种情况使我们能够选择最能反映这些特点本质的指标。在这种情况下,也有可能编制一个由创新活动、创新能力、竞争成功等三部分组成的统计模型。揭示的依赖关系得到了解释。它们使我们有可能得出结论,需要使用单独的对象来评估企业创新系统的竞争力,并提出关于CIS竞争力影响的性质的假设,以及先前确定的与研发部门相比,项目办公室在CIS形成中的作用更大的原因。
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引用次数: 1
Agritourism Development Model In Digital Economy 数字经济下的农业旅游发展模式
A. Tanina, E. Konyshev, Kamilya Tsahaeva
The topicality of the study arises from the need to promote agritourism as an important import substitution. Agritourism itself is a way of addressing important socio-economic challenges of rural development. The Strategy for Development of Tourism in the Russian Federation till 2035 highlights the main directions of digital development in tourism. Agritourism is a form of rural tourism and involves development of a tourist product based on the existing agro-industrial enterprise. The authors must note that there are literally no papers describing digital technologies in agritourism. The goal of the paper is to assess the level of adoption of digital technologies in development of a tourist product in agritourism. The authors propose a special assessment model. We also used interview and scoring as evaluation methods. The assessment model was tested in two constituent entities of the Russian Federation (Leningrad region and Kirov region). We interviewed the owners of those guest houses and farms that form a tourist product in agritourism. The study let us identify digital technology adoption at development, promotion and sales stages of a tourist product. As a result, Kirov region has a low level of digital technology adoption, while Leningrad region has an average one. In general, digital technologies are adopted more in guest houses in Leningrad region rather that in Kirov region due to increasing competition and target audience that makes a greater use of digital services. The results of the study will be useful for agritourism managers. They will be able to identify aspects to improve in order to make a resulting tourist product more competitive. Federal and regional executive authorities may consider certain conclusions of the study (including the principles of sustainable development) when implementing the objectives of the Strategy for Development of Tourism in the Russian Federation till 2035.
这项研究的话题性源于促进农业旅游作为重要的进口替代品的需要。农业旅游本身是解决农村发展中重要的社会经济挑战的一种方式。《至2035年俄罗斯联邦旅游发展战略》强调了旅游业数字化发展的主要方向。农业旅游是乡村旅游的一种形式,是在现有农业产业企业的基础上开发旅游产品。作者必须注意到,实际上没有论文描述农业旅游中的数字技术。本文的目的是评估在农业旅游旅游产品开发中采用数字技术的水平。作者提出了一种特殊的评价模型。我们还采用了访谈和评分作为评估方法。评估模式在俄罗斯联邦的两个组成实体(列宁格勒地区和基洛夫地区)进行了测试。我们采访了那些在农业旅游中形成旅游产品的宾馆和农场的所有者。这项研究让我们确定了旅游产品在开发、推广和销售阶段采用数字技术的情况。因此,基洛夫地区的数字技术采用水平较低,而列宁格勒地区的数字技术采用水平一般。总的来说,由于竞争加剧和目标受众更多地使用数字服务,列宁格勒地区的招待所采用的数字技术要多于基洛夫地区。研究结果将对农业旅游管理者有用。他们将能够确定需要改进的方面,以使最终的旅游产品更具竞争力。联邦和地区行政机关在实施《至2035年俄罗斯联邦旅游发展战略》的目标时,可以考虑该研究的某些结论(包括可持续发展原则)。
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引用次数: 2
期刊
Proceedings of the 2nd International Scientific Conference on Innovations in Digital Economy
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