劳动力市场运作和发展的基本过程建模:方法和实践方面

Zhaxat Kenzhin, K. U. Nursapina, Zhaukazyn Abzhanova, Zhanat Bulakbay, Tursynzada K. Kuangaliyeva
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引用次数: 0

摘要

数字经济的发展引起了包括劳动关系领域在内的重大社会经济变化。因此,研究劳动力市场运行和发展的基本过程是一项紧迫的任务。研究方法:概括、比较、分析与综合、归纳与演绎、结构逻辑分析、专论法、统计建模方法、机器学习方法、神经网络建模、模糊逻辑。本文的目的是发展一种方法论方法来研究数字化条件下劳动力市场的基本运作和发展过程。该研究的假设是,经济的数字化激活了劳动力市场的结构性转变,这可能导致不平衡,而这种不平衡可以通过开发人类潜能来消除。在研究过程中发现,该领域现有的方法和工具不足以诊断数字化条件下的劳动力市场。文章提出了作者的分析方法,基于两个复杂的参数:灵活性和社会保护。此外,利用模糊逻辑的工具,制定了一种评估社会保障和人口保护水平的方法。采用文章中提出的方法,将有可能确定劳动力资源开发的具体情况,以及在现代技术影响下就业结构正在发生的变化,也将有可能确定足以应对我们时代挑战的国家监管和支持措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling of Basic Processes of Labor Market Functioning and Development: Methodological and Practical Aspects
The development of the digital economy causes cardinal socio-economic shifts, including those in the field of labor relations. Therefore, the study of basic processes of functioning and development of the labor market is an urgent task. Research methods: generalization, comparison, analysis and synthesis, induction and deduction, structural-logical analysis, monographic method, statistical modeling methods, machine learning methods, neural network modeling, fuzzy logic. The purpose of the article is to develop a methodological approach to the study of basic processes of functioning and development of the labor market under the conditions of digitalization. The hypothesis of the study – the digitalization of the economy activates structural shifts in the labor market, which can cause imbalances that can be eliminated through the development of human potential. In the course of the study, it was found that the existing methods and tools in this area are not sufficient for diagnosing the labor market under the conditions of digitalization. The article proposes the author’s methodology of analysis, based on two complex parameters: flexibility and social protection. Also, using the tools of fuzzy logic, an approach to assessing the level of social security and protection of the population was developed. The use of the approaches proposed in the article will make it possible to determine the specifics of the development of labor resources and the ongoing transformations in the structure of employment under the influence of modern technology and will also make it possible to substantiate measures of state regulation and support adequate to the challenges of our time.
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