Factor analysis in the management of complex systems
Abstract
The article considers the advantages and disadvantages of research tools of socio-economic systems in the conditions of the market. The development of the system is affected to varying degrees by numerous internal and external factors. SWOT-analysis is used widely in the management of the economic and social sphere of society. In carrying out the SWOT-analysis there is a lack of information about the importance of one or another factor. To increase the probability of inclusion in the analysis of the most important factors not only experts and outside experts, economists and mathematicians, with skills to develop mathematical models, including correlation and regression should be involved. These two tools complement and interact with each other in the management of complex socio-economic systems. SWOT analysis in dynamics will give the chance to choose the factors influencing development of the studied phenomenon during a certain period, and the correlation and regression model will show not only extent of influence of each factor on the studied object, but also it will give information on the prospect of his development. And, on the contrary, in the analysis of regression model and its is given opportunity to choose the factors influencing the studied phenomenon and «to eliminate» the factors which do not have any impact. It will form the information base for inclusion of the major factors making impact on the studied phenomenon in a SWOT matrix for a number of years that, in turn, will increase efficiency of strategic planning and management of social and economic system in the market conditions.
Keywords
социально-экономическая система, исследование, факторы, SWOT-анализ, регрес­,
сионная модель, взаимодействие,
әлеуметтік-экономикалық жүйе,
зерттеу,
факторлар,
SWOT-талдау,
регрессиялық модель,
өзара әрекет,
socio-economic system,
research,
factors,
SWOT-analysis,
regression model,
interaction
About the Authors
A. A. Demesinova
Южно-Казахстанский государственный университет им. М. Ауэзова
Kazakhstan
G. M. Moldogazieva
Южно-Казахстанский государственный университет им. М. Ауэзова
Kazakhstan
G. T. Apsenbetova
Южно-Казахстанский государственный университет им. М. Ауэзова
Kazakhstan
References
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For citations:
Demesinova A.A.,
Moldogazieva G.M.,
Apsenbetova G.T.
Factor analysis in the management of complex systems. Bulletin of "Turan" University. 2018;(1):131-136.
(In Russ.)
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