A FORECASTING MODEL FOR ASSESSING THE INFLUENCE OF THE COMPONENTS OF TECHNOLOGICAL GROWTH ON ECONOMIC SECURITY

Q2 Business, Management and Accounting
O. Ilyash, R. Lupak, M. Kravchenko, O. Trofymenko, N. Duliaba, I. Dzhadan
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引用次数: 12

Abstract

The system of indicators for assessing the impact of the components of technological growth on economic security is generalised. This task is carried out by selecting a system of indicators (40 indicators), which, on the one hand, are consistent with one another and with key indicators used in analysing the state of economic security, and which are identified by the components of technological development, on the other hand. The standardisation of the values of initial data i.e. indicators, the determination of the degree of their deviations from the reference parameters and further integral assessment helped to find a generalised indicator of the state of development and the influence of technological growth on the parameters of the system of economic security. The purpose of the study is to test tools for forecasting modelling of the results of assessing the impact of technological growth on economic security. In accordance with the purpose, the level of relationships between the indicators of technological growth and the level of economic security is assessed. High, average and low levels of their relationship is revealed. The obtained results made it possible to forecast the rates of technological growth, perform exponential smoothing of the forecast estimates of the impact of the components of technological growth on economic security and employ damping measurement of the forecast level of the dependence of technological growth and economic security. Taking into account trends in technological growth, the system of indicators of the forecasting model for assessing economic security is expanded. The accuracy of the forecast is determined by the limits of the analysed period of the dynamics of the indicators – from 2013 to 2019, considering the impact of changes in the methodology for calculating individual input data according to statistical sources for the period under study. The use of forecasting models to assess the impact of technological development on Ukraine’s economic security will help identify political, economic, social and technological factors that will stimulate investment, strengthen economic openness, increase the volume and share of domestic high-tech exports, and thus, strengthen economic security.
一个评估技术增长组成部分对经济安全影响的预测模型
对评估技术增长各组成部分对经济安全的影响的指标体系进行了概括。这项任务是通过选择一个指标系统(40个指标)来完成的,这些指标一方面彼此一致,并与分析经济安全状况时使用的关键指标一致,另一方面由技术发展的组成部分确定。对初始数据即指标的值进行标准化,确定其偏离参考参数的程度,并进一步进行综合评估,有助于找到一个关于发展状况和技术增长对经济安全系统参数的影响的一般指标。本研究的目的是测试预测模型的工具,以评估技术增长对经济安全的影响。根据这一目的,评估了技术增长指标与经济安全水平之间的关系水平。揭示了他们关系的高、中、低水平。所得结果可以预测技术增长率,对技术增长对经济安全的影响的预测估计进行指数平滑,并对技术增长与经济安全的依赖程度的预测水平进行阻尼测量。考虑到技术增长的趋势,扩大了评估经济安全的预测模型的指标体系。预测的准确性取决于指标动态分析期间的限制-从2013年到2019年,考虑到根据研究期间统计来源计算个人输入数据的方法变化的影响。使用预测模型来评估技术发展对乌克兰经济安全的影响将有助于确定政治、经济、社会和技术因素,这些因素将刺激投资,加强经济开放,增加国内高科技出口的数量和份额,从而加强经济安全。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Business: Theory and Practice
Business: Theory and Practice Business, Management and Accounting-Strategy and Management
CiteScore
5.00
自引率
0.00%
发文量
35
审稿时长
8 weeks
期刊介绍: The journal "Business: Theory and Practice" is published from 2000. 1 vol (4 issues) per year are published. Articles in Lithuanian, English, German, Russian. The Journal has been included into database "ICONDA" and "Business Source Complete".
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