scholarly journals Statistical analysis of the social and economic development of Ukrainian regions

2020 ◽  
pp. 15-18
Author(s):  
Olena POSHYVALOVA ◽  
Polina PROSHKINA
Keyword(s):  
Cluster Analysis ◽  
Economic Development ◽  
Regression Model ◽  
Economic Condition ◽  
The State ◽  
Reliable Estimate ◽  
Socio Economic Development ◽  
Feature Values ◽  
And Cluster Analysis ◽  
Integral Indicator

The issue of the country's socio-economic development and analysis of its dynamics arises within the context of the transition to a market economy. The aim of the research is to consider the state of socio-economic development of the regions of Ukraine on the basis of the generalized multicriteria indicator, cluster analysis, as well as the multidimensional nonlinear regression model. To trace the presence of differentiation in the socio-economic development of the regions of Ukraine is especially important. The analysis implemented in the Thesis covers the widest range of indicators of the socio-economic condition of the regions of the country. An integral indicator of the socio-economic condition of the subjects of Ukraine has been offered as the main characteristic. The state statistical data have been used to construct a generalizing indicator. Ranking, as well as clustering of the country regions according to the selected indicators, makes it possible to more accurately determine which of them are the most developed. A multidimensional nonlinear model for forecasting the level of income of the Ukrainian population has been constructed on the basis of correlation and regression analysis. Conducting a comparative assessment of the socio-economic development of Ukrainian regions using integral indicator methods and cluster analysis, made it possible to identify a group of regions of Ukraine with a similar combination of feature values, as well as to determine the place and role of each of them in the national economy. This is of great importance for the development of the most crucial target programs for the economy, investment directions, and state support of lagging regions. The correlation regression model constructed has made it possible to identify the factors of the greatest impact on the change of population income levels, to determine the absolute and relative influence of the factors on the output indicators, and also to provide a reliable estimate of the future level of the output indicator, taking into account various conditions of the country's socio-economic development.

Analyzing the "Strategy of Socio-Economic Development of the Chuvash Republic until 2035" content

2021 ◽  
Vol 20 (2) ◽  
pp. 299-324
Author(s):  
Valerii V. SMIRNOV
Keyword(s):  
Neural Network ◽  
Cluster Analysis ◽  
Economic Development ◽  
Growth Rates ◽  
Systems Approach ◽  
Cultural Institutions ◽  
Socio Economic Development ◽  
Chuvash Republic ◽  
Number Of Visits ◽  
And Cluster Analysis

Subject. The article addresses a strategy for socio-economic development of the region. Objectives. The purpose is to define contradictions and opportunities to achieve the expected results of the "Strategy of Socio-economic Development of the Chuvash Republic until 2035". Methods. The study rests on the systems approach, using the methods of statistical, neural network, and cluster analysis. Results. The statistical analysis of trends in expected outcomes of the Strategy implementation enabled to build a median hierarchy of their growth rates, where the indicator of an increase in the number of visits to cultural institutions is a priority in setting the goals for the region’s development. The neural network analysis demonstrates the importance of the growth rate of real accrued wages of employees of organizations and the insignificant value of the increase in the number of visits to cultural institutions for effective achievement of all objectives of the Strategy. The cluster analysis shows the importance of growth rates of indicators of the proportion of organizations engaged in technological innovations, and the proportion of shipped innovative products. The analysis of growth rates of GRP and expenditures of the consolidated budget of the Chuvash Republic reveals a decrease in the cyclical lag of the first dynamic pattern from the second one. Conclusions. For the Chuvash Republic, a strategic priority is to overcome the GRP growth limit through the innovative development of backbone areas of economic activity.

Differentiation of socio-economic development of municipal entities as a threat to the economic security

2021 ◽  
Vol 94 (1) ◽  
pp. 70-79
Author(s):  
M. S. Syupova ◽  
Keyword(s):  
Economic Development ◽  
Critical Level ◽  
Methodological Approach ◽  
Economic Security ◽  
The State ◽  
Socio Economic Development ◽  
Territorial Differentiation ◽  
Degree Of Differentiation ◽  
Regional Authorities ◽  
Integral Indicator

The article is devoted to the problems of socio-economic differentiation of municipalities, the excessive manifestation of which forms a threat to the integrity of the socio-economic and territorial space of the region. In order to avoid crisis manifestations of intraregional inequality, it is necessary to constantly monitor the state and trends of socio-economic development of the territories, which will ensure the timely elimination of growing imbalances. To this end, the article proposes a methodological approach to assessing the level of differentiation of socio-economic development of municipalities in the region, which determines the stage of unevenness and analyzes the nature of changes in the processes of interterritorial inequality in the region. The proposed methodology provides for an assessment of the depth and scale of territorial differentiation by individual indicators, which allows us to identify the «pain points» of the socio-economic development of the region. To assess the overall level of socio-economic differentiation, an integral indicator is calculated that reflects the degree of deviation of the main parameters of the municipality from the regional average. Based on the results obtained, the territories are grouped according to the degree of differentiation, which makes it possible to justify the choice of measures and tools of regulatory influence on the development of individual municipalities by regional authorities. The methodology was tested on the example of the municipal districts of the Khabarovsk Territory. The study showed that the territories of the region are characterized by a critical level of the gap in the state of their socio-economic parameters, which is constantly growing. The results of the study can be used in the activities of the executive authorities of the region.

scholarly journals Evaluation and Analysis of Socio-Economic Development Level and Management in Guangxi province of China

2021 ◽  
Vol 39 (5) ◽  
Author(s):  
Li Zongkeng ◽  
Li Zhuoran ◽  
Andrii Mykhailov ◽  
Wei Shi ◽  
Yang Zhuquan ◽  
...  
Keyword(s):  
Cluster Analysis ◽  
Economic Development ◽  
Comprehensive Evaluation ◽  
Principal Component ◽  
Component Analysis ◽  
Analysis Method ◽  
Development Level ◽  
Socio Economic Development ◽  
Cluster Analysis Method ◽  
And Cluster Analysis

This article takes 14 regions in Guangxi as the research object, selects ten indicators that can measure the level of socio-economic development, establishes an index system for evaluating the regional socio-economic development level of Guangxi regions, and uses principal component analysis method and cluster analysis method carry out comprehensive evaluation and difference analysis among the economic development level of Guangxi regions. First, the primary component analysis method uses to comprehensively evaluate the economic development level of 14 regions in Guangxi. The results show that there are vast differences in the economic development levels of regions in Guangxi. Secondly, a systematic cluster analysis method uses to classify and analyze the differences between regions according to the similarity of economic development status. Finally, combined with the results of principal component analysis and cluster analysis, comprehensive evaluation analysis and discussion on the economic development status of various regions in Guangxi, and based on the evaluation results, proposed countermeasures for the socio-economic development and management in Guangxi province of China.

Mortgage Lending Market in Modern Russia: a Multidimensional Approach .

Vestnik NSUEM ◽  
2022 ◽  
pp. 144-165
Author(s):  
L. P. Bakumenko ◽  
I. A. Lipatova
Keyword(s):  
Cluster Analysis ◽  
Economic Development ◽  
Statistical Analysis ◽  
Russian Federation ◽  
Mortgage Lending ◽  
The State ◽  
Multidimensional Approach ◽  
Socio Economic Development ◽  
The Russian Federation

The market of one of the most basic participants of the market of housing and communal services – credit organizations is considered. A statistical analysis of mortgage housing lending in Russia was carried out, the classification of the regions of the Russian Federation according to two groups of indicators was carried out: according to the indicators of the housing and communal services market and indicators of the level of socio-economic development of regions by cluster analysis methods and it was shown that not all regions (36 regions) correspond to their levels of groups according to two groups of indicators. The reasons for the development of regions according to the state of development of the housing and communal services market are revealed.

scholarly journals The Use of Synergetic Methods and the Catastrophe Theory

2021 ◽  
Vol 04 (10) ◽  
Author(s):  
Valida Sesadze ◽  
Keyword(s):  
Economic Development ◽  
Catastrophe Theory ◽  
Economic Condition ◽  
Three Dimensional ◽  
The State ◽  
Self Organization ◽  
Economic Systems ◽  
Socio Economic Development ◽  
Macroeconomic Indicators ◽  
The Subject

The state of the global ecosystem is currently approaching a critical point, which affects the socio-economic condition of the society. At the present time, the subject of study of economics and financial sciences should be the study of a world characterized by non-stationary changes; socio-economic and ecological crises, which in themselves are related to the multidimensionality and non-linearity of socio-economic systems. The article builds various models using the theory of catastrophe in the process of global socio-economic development, The Ways of solving them are set, the raised models are solved by the computer program Maple, solutions are given and three-dimensional graphs are constructed. For the purpose of analysis, we have selected a synergetic methodology based on the theory of self-organization of complex systems. Various methods and tools were discussed for modeling the unsustainable development of socio-economic systems of which conceptual-methodological basis is catastrophe theory. The algorithm is defined and a complex of models is built in the article, which allows us to determine the type of macroeconomic indicators, the nature of the dynamics, and to determine the possibilities for the development of crises. In the 21st century, it has become clear that the state of the global ecosystem is approaching to a critical bound and it is reflected on the socio-economic development of the society, in addition, the Covid 19 pandemic made the situation extremely tense. Gradually, we are already approaching to catastrophe with big steps. Given this situation, these types of studies are of particular importance.

scholarly journals ANALYSIS OF SOCIO-ECONOMIC DEVELOPMENT OF THE MAYAKIVSKA UNITED TERRITORIAL COMMUNITY

2021 ◽  
pp. 21-32
Author(s):  
Vladimir KARPOV ◽  
Krystyna TARASOVA ◽  
Anastasia SERBINA ◽  
Olena VASALATIY
Keyword(s):  
Economic Development ◽  
Community Development ◽  
Social Development ◽  
Distinctive Feature ◽  
Economic Condition ◽  
The State ◽  
Future Prospects ◽  
Important Indicator ◽  
Socio Economic Development ◽  
Territorial Transformation

The article considers the theoretical aspects of socio-economic condition and community development in the context of territorial transformation in Ukraine. Socio-economic development of territorial communities is an important indicator of assessing the level of the state development. The state policy of Ukraine in the local self-government sphere is based on the interests of territorial communities’ residents and provides for decentralization of power, that is, the transfer of a significant part of powers and responsibilities from the executive authorities to local self-government bodies. The development of local self-government and creation of territorial communities primarily involve improving financial solvency, investment and economic attractiveness of territories for citizens’ comfortable living. The main properties of the socio-economic development of the Mayakivska united territorial community are investigated and evaluated. The methodology for studying the condition is clarified and the goals, objectives, priorities and directions of sustainable economic and social development of territorial entities are determined. The state of socio-economic development of the Mayakivska community is analyzed according to various indicators and changes that have occurred on its territory. The main tasks of the Mayakivska united territorial community development are substantiated, taking into account the needs and interests of its inhabitants, the dynamics of medicine, schools and preschool institutions development is determined. A distinctive feature of the Mayakivska territorial community is awareness that the community territory is united not only by its name, but also by the vision of future prospects. An algorithm for regulating the socio-economic development of the Mayakivska united territorial community is proposed.

A model of the analysis of the dynamics and structure of socio-economic development (an example of the set of the largest Polish cities in the years 1998–2015)

2019 ◽  
Vol 63 (1) ◽  
pp. 25-37
Author(s):  
Lidia Mierzejewska ◽  
Jerzy Parysek
Keyword(s):  
Principal Component Analysis ◽  
Economic Development ◽  
Development Process ◽  
Principal Component ◽  
The State ◽  
Geographical Research ◽  
Development Policies ◽  
Socio Economic Development ◽  
Development Processes ◽  
State Of Affairs

Abstract The complexity of the reality studied by geographical research requires applying such methods which allow describing the state of affairs and ongoing changes in the best possible way. This study aims to present a model of research on selected aspects of the dynamics and structure of socio-economic development. The idea was to determine whether we deal with the process of reducing or widening the differences in terms of individual features. The article primarily pursues a methodological goal, and to a lesser extent an empirical one. The methodological objective of the paper was to propose and verify a multi-aspect approach to the study of development processes. The analyses carried out reveal that in terms of the features taken into account in the set of 24 of the largest Polish cities the dominating processes are those increasing differences between cities, which are unfavourable in the context of the adopted development policies aiming at reducing the existing disparities. In relation to the methodological objective, the results of the conducted research confirm the rationale of the application of the measures of dynamics and the feature variance to determine the character (dynamics and structure) of the socio-economic development process of cities. Comparatively less effective, especially for interpretation, is the application of principal component analysis and a multivariate classification, which is mainly the result of differences in the variance of particular features.

Transformation of Scientific Approaches to the Practice of Regulating the Socio-Economic Development of a Region

2018 ◽  
Vol 11 (4) ◽  
pp. 102-110
Author(s):  
N. P. Molchanova
Keyword(s):  
Economic Development ◽  
Regional Economy ◽  
Historical Context ◽  
Scientific Discipline ◽  
State Regulation ◽  
The State ◽  
Economic Relations ◽  
Current Period ◽  
Socio Economic Development ◽  
Legislative Framework

The paper deals with the methodology and practice of the state regulation of the regional economy based on the legislative framework and works of Russian scientists in the historical context with account for the specifics of the current period of market transformation. The subject of research is organizational and economic relations, aimed at improving the management efficiency of regional socio-economic development. The purpose of research was to identify the key problems of the regional economy regulation preventing the balanced functioning of administrative-territorial entities and substantiate the need to boost measures of state support. Based on the dialectical cognition method and the system approach, the positions of leading scientists and scientific schools on topical issues of the regional economy as a scientific discipline were analyzed, which made it possible to identify the main reasons hampering socio-economic transformations and justify measures for running a more active regional policy. It is concluded that consistent improvement of methodological and organizational approaches creates prerequisites for improving the results of the socio-economic development at the regional level; however, in the current situation of the macroeconomic instability serious problems may arise to be resolved primarily by the state regulation.

Assessment of the influence of the spatial environment on the socio-economic development of the municipality

2019 ◽  
Vol 40 (3) ◽  
pp. 148-155
Author(s):  
K. N. Yusupov ◽  
V. M. Timiryanova, ◽  
Iu. S. Toktamysheva ◽  
A. F. Zimin,
Keyword(s):  
Economic Development ◽  
Socioeconomic Development ◽  
Statistical Data ◽  
Geographical Location ◽  
Integrated Approach ◽  
The State ◽  
Municipal District ◽  
Socio Economic Development ◽  
Spatial Environment ◽  
The Impact

The article presents a methodology for assessing the impact of spatial environment on the socioeconomic development of municipalities. It relies on existing tools for assessing the state and potential of the geographical location of municipalities. An integrated approach allows to determine the potential of the interaction of the municipality with the neighbors of the first and second order. The methodology was tested on statistical data on the Blagovarsky municipal district.

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