Econometric Modeling of the Impact of Ethnic Diversity on Economic Diversification: Analysis of Russian Regions

IF 0.7 Q3 ECONOMICS
R. Vasilyeva, E.A. Rozhina
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引用次数: 2

Abstract

The Russian economy is often characterized by dependence on the extraction of natural resources, which leads to high risks in the event of an unstable situation in the international market and volatility in commodity prices. Modern literature notes the significant role of economic diversification in leveling risks for the national economy, which confirms the relevance of the problem and the need to study the determinants of economic diversification. The purpose of the study is to assess the impact of the ethnic diversity of Russian regions on the diversification of the economy. At the same time, the effect of this influence is differentiated based on the results of quantile regression by separating regions with a high, medium, and low level of economic diversification. The hypothesis of the study is the assumption that the ethno-cultural heterogeneity of the regions of the Russian Federation contributes to the diversification of their economy. The regions of Russia differ to a large extent in terms of socio-economic indicators, as well as the national composition. At the same time, different ethnic groups have their own religion, language and traditions, which affects both the conduct of economic activity and the characteristics of production. For econometric modeling, panel data were used for 85 regions of Russia for the period 2000–2019. For analysis, indicators of economic diversification and ethnic diversity were calculated based on the Theil decomposition index and the ethnolinguistic fractionalization index, respectively. Taking into account the high heteroscedasticity in regional data, the method of single-stage quantile regression is used. The results of the study indicate the negative impact of the ethnic diversity index and the number of official languages on the diversification of the economy. However, the indicator of the number of major religions contributes to economic diversification. The results obtained complement the existing literature on economic diversification and ethnic diversity in the context of Russian regions, and can be used to develop public policy in the field of supporting national minorities and expanding economic diversity in Russia.
民族多样性对经济多样化影响的计量经济模型——以俄罗斯地区为例
俄罗斯经济的特点往往是依赖自然资源的开采,这导致在国际市场局势不稳定和商品价格波动的情况下风险很高。现代文献注意到经济多样化在平衡国民经济风险方面的重要作用,这证实了问题的相关性以及研究经济多样化决定因素的必要性。本研究的目的是评估俄罗斯地区的民族多样性对经济多样化的影响。同时,根据分位数回归的结果,对经济多样化程度高、中、低的区域进行了划分,对这种影响的效果进行了区分。这项研究的假设是,俄罗斯联邦各地区的民族文化异质性有助于其经济的多样化。俄罗斯各地区在社会经济指标以及民族构成方面有很大的不同。同时,不同民族有自己的宗教、语言和传统,既影响着经济活动的进行,也影响着生产的特点。在计量经济建模中,使用了2000-2019年期间俄罗斯85个地区的面板数据。为了进行分析,分别根据泰尔分解指数和民族语言分馏指数计算经济多样化指标和民族多样性指标。考虑到区域数据存在较大的异方差,采用单阶段分位数回归方法。研究结果表明,民族多样性指数和官方语言数量对经济多样化产生了负面影响。然而,主要宗教数目的指标有助于经济多样化。所获得的结果补充了俄罗斯地区背景下经济多样化和民族多样性的现有文献,可用于制定支持少数民族和扩大俄罗斯经济多样性领域的公共政策。
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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CiteScore
2.40
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