Abstract
Purpose. The strategic objectives of sustainable development of the Russian economy include improving energy efficiency and capital efficiency, increasing labor productivity, and reducing the negative impact on the environment. Due to the significant differentiation of the Russian Federation economy, the priorities of these tasks in regions are not the same. There-fore, the analysis of various components of the regional macroeconomic efficiency and the choice of methodical approaches to their composite assessment are being important. The pur-pose of this paper is to test the multidimensional analysis methods of key regional production indicators for measuring the integral indicator – the relative level of economy-wide efficiency of the Russian regions.Materials and methods. “Per unit” indicators of the gross regional product: energy con-sumption, use of fixed assets, labor, and environmental impact, that are calculated by the ROSSTAT data are the basis for assessing of the regional economy efficiency. The research interest of joint consideration of these regional economy indicators is due to their connected-ness as major components of the latent synthetic property of efficiency. The study used meth-ods of comparative multidimensional analysis: nonparametric method of frontier analysis – Data Envelopment Analysis, methods of the average and taxonomic indicator and principal components.Results. The tested methods allowed assessing the differentiation, to rank the regions of the Russian Federation by the level of their economic systems’ efficiency and to identify the “lagging” ones and determine the factors that reduce their positions. The specifics of the ap-plication of the considered methods are noted. Attention is paid to the economic interpreta-tion of the integral indicators. The grouping of regions of the Russian Federation has been car-ried out according to the data of 2016. Twenty-eight regions are classified as “high efficiency” (integral index 0,85–1,0), most of which are effective on all four criteria. The “medium-performing” group (0,75–0,84) comprises thirty-three regions with a reduced level of efficien-cy due to one or two factors: high energy intensity, increased emissions or insufficient labor productivity. The “low efficiency” group (0,5–0,74) comprises twenty-six regions, the problem of their efficiency is a complex one, mainly energy-environmental, with critically low efficien-cy indicators for some components.Conclusion. This article presents an assessment of the differentiation of the regional economy efficiency by using an integral indicator, taking into account the performance of the use of labor, physical capital, fuel and energy resources and environmental impact. Firm con-clusions on the choice of the method for aggregating particular performance criteria into one generalizing indicator have not been obtained. A practical approach is to solve such problems Economic statistics by different available methods to compare results and to obtain consistent conclusions. Four basic criteria of the regional economy efficiency were taken into account, but methodically their number is not limited and can be increased. The results can be used in the system of mon-itoring and strategic planning of regional economy development. The proposed methodical approach is applicable to other practical tasks of multi-factor comparative analysis of regional development.
Highlights
“Per unit” indicators of the gross regional product: energy con-sumption, use of fixed assets, labor, and environmental impact, that are calculated by the ROSSTAT data are the basis for assessing of the regional economy efficiency
This article presents an assessment of the differentiation of the regional economy efficiency by using an integral indicator, taking into account the performance of the use of labor, physical capital, fuel and energy resources and environmental impact
Four basic criteria of the regional economy efficiency were taken into account, but methodically their number is not limited and can be increased
Summary
Поэтому важен и актуален мониторинг основных показателей макроэкономической эффективности регионов, их сравнительный анализ и выбор методов их обобщающей оценки. Целью выполненного исследования является апробация методов многомерного сравнительного анализа основных показателей регионального производства для оценки интегрального индикатора – относительного уровня эффективности экономики российских регионов. Исходными данными для оценки эффективности региональной экономики выбраны удельные показатели производства валового регионального продукта: объемы энергопотребления, использования основных фондов, трудовых ресурсов, экологического влияния, которые рассчитываются по данным Росстата. Исследовательский интерес совместного рассмотрения этих показателей региональной экономики обусловлен их взаимосвязанностью как основных компонент синтетического латентного свойства эффективности. В этой статье представлена оценка дифференциации эффективности региональной экономики с использованием интегрального показателя, учитывающего результативность использования трудовых ресурсов, физического капитала, топливно-энергетических ресурсов и экологического влияния. Предложенный методический подход применим для решения иных практических задач многофакторного сравнительного анализа регионального развития.
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