奥伦堡地区劳动力市场性别不对称指数的统计分析与预测

IF 7.6 1区 经济学 Q1 ECONOMICS Review of Economics and Statistics Pub Date : 2023-07-18 DOI:10.21686/2500-3925-2023-3-56-66
L. Zolotova, L. V. Portnova
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The choice of the time frame is justified by the uneven development of both the world and the Russian economy. Modern economic realities, in which the labor market exists and develops as a country as a whole and its regions, experiencing a number of shocks, determine the scientific novelty of the issues under consideration.Purpose of the study. The main idea of the work done is the possibility of using the methods of economic and statistical analysis to study dynamic differences in gender structures according to various characteristics, development directions that determine gender asymmetry in the labor market of the Orenburg region, and predict its main indexes for the medium term.Materials and methods. The information base of the study was the statistical information of Orenburgstat, which characterizes gender asymmetry in the labor market of the Orenburg region. To achieve this goal, a set of methods of economic and statistical analysis was applied, including the calculation of indexes of the structure and structural differences, dynamics, identifying trends, forecasting, as well as presenting the results of the study using tables and figures.Results. According to the results of the study, an average portrait of a busy and carefree person by gender was compiled. The characteristics of the male and female population in the labor market of the Orenburg region in 2021 compared to 2016 are highlighted. The study of structural differences was carried out according to the criterion of V. Ryabtsev, during which it was noted that there were no significant changes in the structures of employed men and women. 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引用次数: 0

摘要

俄罗斯及其地区的劳动力市场在不稳定的社会经济形势下运行,这可能导致性别比例失调的出现。性别不对称的研究被认为是“经济冲击”期间最受欢迎的方向,因为这种不稳定增加了男女在生活各个领域的不平等。俄罗斯劳动力市场作为一个整体及其每个地区所处的动荡状态有助于其每个部分适应新的工作形式。本研究考察了2016-2021年奥伦堡地区男性和女性人口就业和失业指数动态的结构和趋势分析结果。从世界经济和俄罗斯经济发展的不平衡来看,这个时间框架的选择是合理的。在现代经济现实中,劳动力市场作为一个国家及其区域作为一个整体存在和发展,经历了一系列冲击,这决定了所考虑问题的科学新颖性。研究目的:所做工作的主要思想是利用经济和统计分析的方法,根据决定奥伦堡地区劳动力市场性别不对称的各种特征和发展方向,研究性别结构的动态差异的可能性,并预测其中期主要指标。材料和方法。本研究的信息库是奥伦堡州的统计信息,它表征了奥伦堡地区劳动力市场的性别不对称。为了实现这一目标,运用了一套经济和统计分析的方法,包括计算结构和结构差异指数、动态、趋势识别、预测以及用表格和数字呈现研究结果。根据研究结果,研究人员按性别汇编了忙碌和无忧无虑的人的平均肖像。重点分析了奥伦堡地区2021年与2016年劳动力市场中男性和女性人口的特征。根据V. Ryabtsev的标准对结构差异进行了研究,在研究期间指出,就业男子和妇女的结构没有重大变化。与2016年相比,2021年失业男性和女性的年龄结构以及按教育程度划分的失业男性的结构存在显著差异。这项研究可以断言,在表征奥伦堡地区劳动力市场性别不平等的指数动态中,观察到不稳定的变化。这项研究检验了在表征该区域劳动力市场性别不对称的指数时间序列中是否存在趋势的假设。为此,采用了系列判据的其中一种修改。所考虑的动力学序列没有趋势的假设尚未得到证实,因此,趋势是存在的。考虑到这种情况,构建了趋势模型,其中根据最佳统计特征选择二阶多项式模型。通过选取的二次多项式,确定了男女人口就业和失业指数的动态变化趋势均为下降趋势。并对其前瞻性指标进行了计算。这项研究使我们能够按性别分析区域劳动力市场就业和失业领域中出现的主要因素,并预测其中期的主要指数。在奥伦堡地区男女劳动力数量的动态中,未来将出现不稳定的趋势。该地区经济中就业的妇女人数将会增加;失业妇女人数将减少。在预测期内,奥伦堡地区经济中的男性就业人数将受到下降趋势的影响而发生变化。在2023年至2025年期间,失业男性人数将趋于减少。
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Statistical Analysis and Forecasting of Gender Asymmetry Indexes in the Labor Market of the Orenburg Region
The labor market in Russia and its regions operates in an unstable socio-economic situation, which can contribute to the emergence of gender disproportion. The study of gender asymmetry is considered the most popular direction during periods of “economic shocks”, since this kind of instability increases the inequality of men and women in various spheres of life. The state of turbulence in which the labor market of Russia as a whole and each of its regions is located contributes to the adaptation of each of its segments to new forms of work. This study examines the results of an analysis of the structure and trends in the dynamics of indexes of employment and unemployment of the male and female population in the Orenburg region for 2016-2021. The choice of the time frame is justified by the uneven development of both the world and the Russian economy. Modern economic realities, in which the labor market exists and develops as a country as a whole and its regions, experiencing a number of shocks, determine the scientific novelty of the issues under consideration.Purpose of the study. The main idea of the work done is the possibility of using the methods of economic and statistical analysis to study dynamic differences in gender structures according to various characteristics, development directions that determine gender asymmetry in the labor market of the Orenburg region, and predict its main indexes for the medium term.Materials and methods. The information base of the study was the statistical information of Orenburgstat, which characterizes gender asymmetry in the labor market of the Orenburg region. To achieve this goal, a set of methods of economic and statistical analysis was applied, including the calculation of indexes of the structure and structural differences, dynamics, identifying trends, forecasting, as well as presenting the results of the study using tables and figures.Results. According to the results of the study, an average portrait of a busy and carefree person by gender was compiled. The characteristics of the male and female population in the labor market of the Orenburg region in 2021 compared to 2016 are highlighted. The study of structural differences was carried out according to the criterion of V. Ryabtsev, during which it was noted that there were no significant changes in the structures of employed men and women. A significant level of differences characterizes the age structure of unemployed men and women in 2021 compared to 2016, as well as the structure of unemployed men by level of education.The study made it possible to assert that in the dynamics of indexes characterizing gender inequality in the labor market of the Orenburg region, unstable changes are observed. The study tested the hypothesis of the presence/absence of trends in the time series of indexes characterizing gender asymmetry in the labor market of the region. For this purpose, one of the modifications of the series criterion was used. The assumption that there is no trend in the dynamics series under consideration has not been confirmed, therefore, the trend exists. Taking into account this circumstance, trend models were constructed, among which, according to the best statistical characteristics, secondorder polynomial models were selected. With the help of the selected polynomials of the second degree, it was determined that in the dynamics of employment and unemployment indexes of the male and female population, downward trends of change prevail. Further, their prospective indexes were calculated.Conclusion. The study made it possible to analyze the main vectors that are emerging in the field of employment and unemployment in the regional labor market by gender, and to predict their main indexes for the medium term. In the dynamics of the number of both male and female labor force in the Orenburg region, unstable trends will be observed in the future. The number of women employed in the region’s economy will grow; the number of unemployed women will decrease. In the forecast period, the number of employed men in the economy of the Orenburg region will change under the influence of a downtrend. The number of unemployed men in the period from 2023 to 2025 will tend to decrease.
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期刊介绍: The Review of Economics and Statistics is a 100-year-old general journal of applied (especially quantitative) economics. Edited at the Harvard Kennedy School, the Review has published some of the most important articles in empirical economics.
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