E. Ostrovskaya, D. Mamontov, K. A. Spiridonov, I. V. Levyy
{"title":"Analysis of interregional migration flows in Russia in the context of certain types of migration","authors":"E. Ostrovskaya, D. Mamontov, K. A. Spiridonov, I. V. Levyy","doi":"10.31737/2221-2264-2021-50-2-2","DOIUrl":null,"url":null,"abstract":"The impact of interregional migration on regional economic and social sphere necessitates the determination of migration factors. An analysis of existing studies has shown that gravity models can be considered the most effective tool for migration flows analysis. At the same time existing studies show a weak elaboration of approaches that involve the separation of migration into different types depending on the goal of the relocation. The purpose of the article is to analyze the interregional migration flows in the context of types of migration identifying a set of factors that determine a particular type of migration. The main result obtained by the authors is the determination of three regional clusters that attract a certain type of migrants. Clustering was carried out using a set of indicators with a model-oriented clustering methods. The main conclusions made in the article are related to improving the quality of models when dividing regions into clusters and including different variables for certain types of migration. However, the authors note that the input data for the analysis is somewhat noisy, since it contains migrants of all ages. Therefore, the obtained regional groupings by type of migration are only the first approximation of differentiation by type of arriving or departing citizens. The results of the study can be used for further work on the definition of the determinants of interregional migration, as well as for studies on the impact of migration on regional labor markets and socioeconomic situation of regions.","PeriodicalId":43676,"journal":{"name":"Zhurnal Novaya Ekonomicheskaya Assotsiatsiya-Journal of the New Economic Association","volume":null,"pages":null},"PeriodicalIF":0.3000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Zhurnal Novaya Ekonomicheskaya Assotsiatsiya-Journal of the New Economic Association","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.31737/2221-2264-2021-50-2-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
The impact of interregional migration on regional economic and social sphere necessitates the determination of migration factors. An analysis of existing studies has shown that gravity models can be considered the most effective tool for migration flows analysis. At the same time existing studies show a weak elaboration of approaches that involve the separation of migration into different types depending on the goal of the relocation. The purpose of the article is to analyze the interregional migration flows in the context of types of migration identifying a set of factors that determine a particular type of migration. The main result obtained by the authors is the determination of three regional clusters that attract a certain type of migrants. Clustering was carried out using a set of indicators with a model-oriented clustering methods. The main conclusions made in the article are related to improving the quality of models when dividing regions into clusters and including different variables for certain types of migration. However, the authors note that the input data for the analysis is somewhat noisy, since it contains migrants of all ages. Therefore, the obtained regional groupings by type of migration are only the first approximation of differentiation by type of arriving or departing citizens. The results of the study can be used for further work on the definition of the determinants of interregional migration, as well as for studies on the impact of migration on regional labor markets and socioeconomic situation of regions.
期刊介绍：
Key Journal''s objectives: bring together economists of different schools of thought across the Russian Federation; strengthen ties between Academy institutes, educational establishments and economic research centers; improve the quality of Russian economic research and education; integrate economic science and education; speed up the integration of Russian economic science in the global mainstream of economic research. The Journal publishes both theoretical and empirical articles, devoted to all aspects of economic science, which are of interest for wide range of specialists. It welcomes high-quality interdisciplinary projects and economic studies employing methodologies from other sciences such as physics, psychology, political science, etc. Special attention is paid to analyses of processes occurring in the Russian economy. Decisions about publishing of articles are based on a double-blind review process. Exceptions are short notes in the section "Hot Topic", which is usually formed by special invitations and after considerations of the Editorial Board. The only criterion to publish is the quality of the work (original approach, significance and substance of findings, clear presentation style). No decision to publish or reject an article will be influenced by the author belonging to whatever public movement or putting forward ideas advocated by whatever political movement. The Journal comes out four times a year, each issue consisting of 12 to 15 press sheets. Now it is published only in Russian. The English translations of the Journal issues are posted on the Journal website as open access resources.
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