Statistical Analysis of the labor Market in Ukraine Using Multidimensional Classification Methods: the Regional Aspect
The aim of the article is to study the labor market in Ukraine in the regional context using cluster analysis methods. The current state of the labor market in regions of Ukraine is analyzed, and a system of statistical indicators that influence the state and development of this market is formed. Th...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
PH "INZHEK"
2017-12-01
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| Series: | Problemi Ekonomiki |
| Subjects: | |
| Online Access: | http://www.problecon.com/export_pdf/problems-of-economy-2017-4_0-pages-384_392.pdf |
| _version_ | 1797331123922010112 |
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| author | Korepanov Oleksiy S. Stepanov Oleksandr M. |
| author_facet | Korepanov Oleksiy S. Stepanov Oleksandr M. |
| author_sort | Korepanov Oleksiy S. |
| collection | DOAJ |
| description | The aim of the article is to study the labor market in Ukraine in the regional context using cluster analysis methods. The current state of the labor market in regions of Ukraine is analyzed, and a system of statistical indicators that influence the state and development of this market is formed. The expediency of using cluster analysis for grouping regions according to the level of development of the labor market is substantiated. The essence of cluster analysis is revealed, its main goal, key tasks, which can be solved by means of such analysis, are presented, basic stages of the analysis are considered. The main methods of clustering are described and, based on the results of the simulation, the advantages and disadvantages of each method are justified. In the work the clustering of regions of Ukraine by the level of labor market development using different methods of cluster analysis is carried out, conclusions on the results of the calculations performed are presented, and the main directions for further research are outlined. |
| first_indexed | 2024-03-08T07:30:01Z |
| format | Article |
| id | doaj.art-462ac60227104e7e9a1e4631fd16e398 |
| institution | Directory Open Access Journal |
| issn | 2222-0712 2311-1186 |
| language | English |
| last_indexed | 2024-03-08T07:30:01Z |
| publishDate | 2017-12-01 |
| publisher | PH "INZHEK" |
| record_format | Article |
| series | Problemi Ekonomiki |
| spelling | doaj.art-462ac60227104e7e9a1e4631fd16e3982024-02-02T20:42:52ZengPH "INZHEK"Problemi Ekonomiki2222-07122311-11862017-12-014384392Statistical Analysis of the labor Market in Ukraine Using Multidimensional Classification Methods: the Regional AspectKorepanov Oleksiy S. 0Stepanov Oleksandr M. 1Candidate of Sciences (Economics), Associate Professor, Associate Professor, Department of Statistics, Accounting and Auditing, V. N. Karazin Kharkiv National UniversityGraduate Student, Department of Statistics, Accounting and Auditing, V. N. Karazin Kharkiv National UniversityThe aim of the article is to study the labor market in Ukraine in the regional context using cluster analysis methods. The current state of the labor market in regions of Ukraine is analyzed, and a system of statistical indicators that influence the state and development of this market is formed. The expediency of using cluster analysis for grouping regions according to the level of development of the labor market is substantiated. The essence of cluster analysis is revealed, its main goal, key tasks, which can be solved by means of such analysis, are presented, basic stages of the analysis are considered. The main methods of clustering are described and, based on the results of the simulation, the advantages and disadvantages of each method are justified. In the work the clustering of regions of Ukraine by the level of labor market development using different methods of cluster analysis is carried out, conclusions on the results of the calculations performed are presented, and the main directions for further research are outlined.http://www.problecon.com/export_pdf/problems-of-economy-2017-4_0-pages-384_392.pdflabor marketunderutilization of labor forceregions of Ukrainecluster analysisSTATІSTІCA |
| spellingShingle | Korepanov Oleksiy S. Stepanov Oleksandr M. Statistical Analysis of the labor Market in Ukraine Using Multidimensional Classification Methods: the Regional Aspect Problemi Ekonomiki labor market underutilization of labor force regions of Ukraine cluster analysis STATІSTІCA |
| title | Statistical Analysis of the labor Market in Ukraine Using Multidimensional Classification Methods: the Regional Aspect |
| title_full | Statistical Analysis of the labor Market in Ukraine Using Multidimensional Classification Methods: the Regional Aspect |
| title_fullStr | Statistical Analysis of the labor Market in Ukraine Using Multidimensional Classification Methods: the Regional Aspect |
| title_full_unstemmed | Statistical Analysis of the labor Market in Ukraine Using Multidimensional Classification Methods: the Regional Aspect |
| title_short | Statistical Analysis of the labor Market in Ukraine Using Multidimensional Classification Methods: the Regional Aspect |
| title_sort | statistical analysis of the labor market in ukraine using multidimensional classification methods the regional aspect |
| topic | labor market underutilization of labor force regions of Ukraine cluster analysis STATІSTІCA |
| url | http://www.problecon.com/export_pdf/problems-of-economy-2017-4_0-pages-384_392.pdf |
| work_keys_str_mv | AT korepanovoleksiys statisticalanalysisofthelabormarketinukraineusingmultidimensionalclassificationmethodstheregionalaspect AT stepanovoleksandrm statisticalanalysisofthelabormarketinukraineusingmultidimensionalclassificationmethodstheregionalaspect |