Methodology for the Formation of a Balanced Set of Sustainable Indicators for Assessing Regional Vocational Education
To assess the state of the regional vocational education system, the authors developed an open five-level assessment model, on the basis of which a set of studies was performed, including cluster and factor analysis. Based on the use of the main components method, a methodology for reducing the dime...
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| Format: | Article |
| Language: | English |
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North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration
2023-07-01
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| Series: | Управленческое консультирование |
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| Online Access: | https://www.acjournal.ru/jour/article/view/2287 |
| _version_ | 1797290454274801664 |
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| author | V. Yu. Grigorev |
| author_facet | V. Yu. Grigorev |
| author_sort | V. Yu. Grigorev |
| collection | DOAJ |
| description | To assess the state of the regional vocational education system, the authors developed an open five-level assessment model, on the basis of which a set of studies was performed, including cluster and factor analysis. Based on the use of the main components method, a methodology for reducing the dimension of an array of indicators for subsequent clustering of regions is proposed.For the first time, the joint use of regression analysis and the method of main components for obtaining a stable set of indicators for assessing the regional vocational education system was proposed and tested.A relationship was found between the stability of the assessment model of the vocational education system and the directions of action of indicators, both within one indicator group and in different indicator groups. |
| first_indexed | 2024-03-07T19:22:43Z |
| format | Article |
| id | doaj.art-3296f60b5933421dbcc1415c1d949ec0 |
| institution | Directory Open Access Journal |
| issn | 1726-1139 1816-8590 |
| language | English |
| last_indexed | 2024-03-07T19:22:43Z |
| publishDate | 2023-07-01 |
| publisher | North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration |
| record_format | Article |
| series | Управленческое консультирование |
| spelling | doaj.art-3296f60b5933421dbcc1415c1d949ec02024-02-29T09:36:21ZengNorth-West institute of management of the Russian Presidential Academy of National Economy and Public AdministrationУправленческое консультирование1726-11391816-85902023-07-01069010410.22394/1726-1139-2023-6-90-1041829Methodology for the Formation of a Balanced Set of Sustainable Indicators for Assessing Regional Vocational EducationV. Yu. Grigorev0Russian Presidential Academy of National Economy and Public AdministrationTo assess the state of the regional vocational education system, the authors developed an open five-level assessment model, on the basis of which a set of studies was performed, including cluster and factor analysis. Based on the use of the main components method, a methodology for reducing the dimension of an array of indicators for subsequent clustering of regions is proposed.For the first time, the joint use of regression analysis and the method of main components for obtaining a stable set of indicators for assessing the regional vocational education system was proposed and tested.A relationship was found between the stability of the assessment model of the vocational education system and the directions of action of indicators, both within one indicator group and in different indicator groups.https://www.acjournal.ru/jour/article/view/2287indicators of the state of the vocational education systemassessment modelcluster analysisprincipal component analysisregression analysisinfluence factors |
| spellingShingle | V. Yu. Grigorev Methodology for the Formation of a Balanced Set of Sustainable Indicators for Assessing Regional Vocational Education Управленческое консультирование indicators of the state of the vocational education system assessment model cluster analysis principal component analysis regression analysis influence factors |
| title | Methodology for the Formation of a Balanced Set of Sustainable Indicators for Assessing Regional Vocational Education |
| title_full | Methodology for the Formation of a Balanced Set of Sustainable Indicators for Assessing Regional Vocational Education |
| title_fullStr | Methodology for the Formation of a Balanced Set of Sustainable Indicators for Assessing Regional Vocational Education |
| title_full_unstemmed | Methodology for the Formation of a Balanced Set of Sustainable Indicators for Assessing Regional Vocational Education |
| title_short | Methodology for the Formation of a Balanced Set of Sustainable Indicators for Assessing Regional Vocational Education |
| title_sort | methodology for the formation of a balanced set of sustainable indicators for assessing regional vocational education |
| topic | indicators of the state of the vocational education system assessment model cluster analysis principal component analysis regression analysis influence factors |
| url | https://www.acjournal.ru/jour/article/view/2287 |
| work_keys_str_mv | AT vyugrigorev methodologyfortheformationofabalancedsetofsustainableindicatorsforassessingregionalvocationaleducation |