Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities?

Public Employment Services provide support for firms and individuals in finding new employment opportunities. They are important actors at the labour market, since well-functioning services reduce costs of search friction and increase matching efficiency. In this paper we adopt the regional classifi...

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Главные авторы:	Kunitsyna, N. N., Куницына, Н. Н.
Формат:	Статья
Язык:	English
Опубликовано:	Institute of Economics, Ural Branch of the Russian Academy of Sciences 2024
Темы:	Agglomerative hierarchical clustering procedure Ward’s method Employees Job performance Unemployed people Regional classification Public employment services
Online-ссылка:	https://dspace.ncfu.ru/handle/123456789/29237
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record_format	dspace
spelling	ir-123456789-292372024-11-27T08:06:51Z Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities? Измерение эффективности деятельности органов государственной службы занятости в России: поиск сходств между регионами Kunitsyna, N. N. Куницына, Н. Н. Agglomerative hierarchical clustering procedure Ward’s method Employees Job performance Unemployed people Regional classification Public employment services Public Employment Services provide support for firms and individuals in finding new employment opportunities. They are important actors at the labour market, since well-functioning services reduce costs of search friction and increase matching efficiency. In this paper we adopt the regional classification scheme to identify similarities of regions and their PES on the basis of regional labour market-oriented characteristics. The purpose of the scientific search is the theoretical justification and empirical confirmation of Russian regions’ similarity in terms of employment level and the formulation of areas for increasing the efficiency of public employment services. The tasks were solved using expert analytical methods, analysis of statistical rows, clustering and cartography. The clustering is based on Ward’s hierarchical method, clusters are plotted on weighted standardised data. The official information from the Federal State Statistics Service of the Russian Federation (Rosstat) are analysed. We identified 7 clusters, in which PES have rather similar conditions. The heterogeneity of conditions is higher between clusters. PES within a cluster are valid for comparison and the adoption of new services and best practice examples. We show that the classification of the Russian Economic Zones does not necessarily cover similarities at local labour markets. The practical significance of the results is due to the possibility of using them to develop decisions for long – and short-term support for employment and the formation of an optimal labour market structure both at the state level and at the level of constituent entities of the Federation. 2024-11-27T08:05:59Z 2024-11-27T08:05:59Z 2024 Статья Brunow S., Kunitsyna N.N. Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities? // Economy of Regions. - 2024. - 20 (3). - pp. 787 - 801. - DOI: 10.17059/ekon.reg.2024-3-12 https://dspace.ncfu.ru/handle/123456789/29237 en Economy of Regions application/pdf application/pdf Institute of Economics, Ural Branch of the Russian Academy of Sciences
institution	СКФУ
collection	Репозиторий
language	English
topic	Agglomerative hierarchical clustering procedure Ward’s method Employees Job performance Unemployed people Regional classification Public employment services
spellingShingle	Agglomerative hierarchical clustering procedure Ward’s method Employees Job performance Unemployed people Regional classification Public employment services Kunitsyna, N. N. Куницына, Н. Н. Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities?
description	Public Employment Services provide support for firms and individuals in finding new employment opportunities. They are important actors at the labour market, since well-functioning services reduce costs of search friction and increase matching efficiency. In this paper we adopt the regional classification scheme to identify similarities of regions and their PES on the basis of regional labour market-oriented characteristics. The purpose of the scientific search is the theoretical justification and empirical confirmation of Russian regions’ similarity in terms of employment level and the formulation of areas for increasing the efficiency of public employment services. The tasks were solved using expert analytical methods, analysis of statistical rows, clustering and cartography. The clustering is based on Ward’s hierarchical method, clusters are plotted on weighted standardised data. The official information from the Federal State Statistics Service of the Russian Federation (Rosstat) are analysed. We identified 7 clusters, in which PES have rather similar conditions. The heterogeneity of conditions is higher between clusters. PES within a cluster are valid for comparison and the adoption of new services and best practice examples. We show that the classification of the Russian Economic Zones does not necessarily cover similarities at local labour markets. The practical significance of the results is due to the possibility of using them to develop decisions for long – and short-term support for employment and the formation of an optimal labour market structure both at the state level and at the level of constituent entities of the Federation.
format	Статья
author	Kunitsyna, N. N. Куницына, Н. Н.
author_facet	Kunitsyna, N. N. Куницына, Н. Н.
author_sort	Kunitsyna, N. N.
title	Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities?
title_short	Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities?
title_full	Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities?
title_fullStr	Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities?
title_full_unstemmed	Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities?
title_sort	measuring the efficiency of public employment services in russia: which regions have similarities?
publisher	Institute of Economics, Ural Branch of the Russian Academy of Sciences
publishDate	2024
url	https://dspace.ncfu.ru/handle/123456789/29237
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Measuring the Efficiency of Public Employment Services in Russia: Which Regions Have Similarities?

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