FEATURES OF SOCIO-ECONOMIC DEVELOPMENT IN THE RUSSIAN NORTH AND SOUTH: A METHODOLOGY FOR SEMI-AUTOMATIC ANALYSIS OF STRATEGIC PLANNING DOCUMENTS
The abundance of strategic planning documents and the dynamic nature of strategic planning necessitate the evolution of analysis tools. This study aims to develop a comprehensive methodology for analyzing strategic planning documents using electronic data processing tools. The core of the proposed m...
Published in: | Север и рынок: формирование экономического порядка |
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The Russian Academy of Sciences, Federal Research Centre Kola Science Centre
2023
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Online Access: | https://doi.org/10.37614/2220-802X.3.2023.81.004 https://doaj.org/article/4cb8900785df4aec9366826c531e9898 |
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ftdoajarticles:oai:doaj.org/article:4cb8900785df4aec9366826c531e9898 2023-10-29T02:39:48+01:00 FEATURES OF SOCIO-ECONOMIC DEVELOPMENT IN THE RUSSIAN NORTH AND SOUTH: A METHODOLOGY FOR SEMI-AUTOMATIC ANALYSIS OF STRATEGIC PLANNING DOCUMENTS Natalia А. Roslyakova Inna V. Mitrofanova Evgeniy A. Kanevsky Kirill K. Boyarsky 2023-09-01T00:00:00Z https://doi.org/10.37614/2220-802X.3.2023.81.004 https://doaj.org/article/4cb8900785df4aec9366826c531e9898 EN RU eng rus The Russian Academy of Sciences, Federal Research Centre Kola Science Centre https://doaj.org/toc/2220-802X doi:10.37614/2220-802X.3.2023.81.004 2220-802X https://doaj.org/article/4cb8900785df4aec9366826c531e9898 Север и рынок: формирование экономического порядка, Vol 26, Iss 3, Pp 61-77 (2023) strategic planning documents comprehensive content analysis methodology sentence syntax semantics homonymy Social Sciences H article 2023 ftdoajarticles https://doi.org/10.37614/2220-802X.3.2023.81.004 2023-10-01T00:40:31Z The abundance of strategic planning documents and the dynamic nature of strategic planning necessitate the evolution of analysis tools. This study aims to develop a comprehensive methodology for analyzing strategic planning documents using electronic data processing tools. The core of the proposed methodology is content analysis with the identification and synthesis of semantic structures. It relies on tools such as a content analyzer, a semantic and syntactic parser for in-depth text analysis, and a semantic mapping tool for condensing information gathered in the preceding stages. Initially, we identified three key structures to uncover value orientations, combinations of measures, and anticipated outcomes embedded in the documents of several regions of the Russian North and South. Subsequently, the tools mentioned were utilized for language pattern identification, definition, and classification. In the following stage, using a word cloud toolkit (semantic map), which factors in word frequency and collocation strength, visual representations were derived from the pre-processed data provided by the strategic planning documents. The analysis and comparison of the regional strategies under study revealed that Northern regions’ strategies are more balanced and comprehensive in terms of their underlying values. However, the language patterns describing measures taken and their outcomes mainly concentrate on employment. In addition, it should be noted that semantic structures concerning the lives of indigenous peoples of the North were not identified in the course of the analysis. These conclusions can be useful for both improving the content of long-term regional development planning documents and stimulating scholarly discussions regarding the essence of the strategic planning process across different government levels. Article in Journal/Newspaper Russian North Directory of Open Access Journals: DOAJ Articles Север и рынок: формирование экономического порядка 26 3/2023 61 77 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English Russian |
topic |
strategic planning documents comprehensive content analysis methodology sentence syntax semantics homonymy Social Sciences H |
spellingShingle |
strategic planning documents comprehensive content analysis methodology sentence syntax semantics homonymy Social Sciences H Natalia А. Roslyakova Inna V. Mitrofanova Evgeniy A. Kanevsky Kirill K. Boyarsky FEATURES OF SOCIO-ECONOMIC DEVELOPMENT IN THE RUSSIAN NORTH AND SOUTH: A METHODOLOGY FOR SEMI-AUTOMATIC ANALYSIS OF STRATEGIC PLANNING DOCUMENTS |
topic_facet |
strategic planning documents comprehensive content analysis methodology sentence syntax semantics homonymy Social Sciences H |
description |
The abundance of strategic planning documents and the dynamic nature of strategic planning necessitate the evolution of analysis tools. This study aims to develop a comprehensive methodology for analyzing strategic planning documents using electronic data processing tools. The core of the proposed methodology is content analysis with the identification and synthesis of semantic structures. It relies on tools such as a content analyzer, a semantic and syntactic parser for in-depth text analysis, and a semantic mapping tool for condensing information gathered in the preceding stages. Initially, we identified three key structures to uncover value orientations, combinations of measures, and anticipated outcomes embedded in the documents of several regions of the Russian North and South. Subsequently, the tools mentioned were utilized for language pattern identification, definition, and classification. In the following stage, using a word cloud toolkit (semantic map), which factors in word frequency and collocation strength, visual representations were derived from the pre-processed data provided by the strategic planning documents. The analysis and comparison of the regional strategies under study revealed that Northern regions’ strategies are more balanced and comprehensive in terms of their underlying values. However, the language patterns describing measures taken and their outcomes mainly concentrate on employment. In addition, it should be noted that semantic structures concerning the lives of indigenous peoples of the North were not identified in the course of the analysis. These conclusions can be useful for both improving the content of long-term regional development planning documents and stimulating scholarly discussions regarding the essence of the strategic planning process across different government levels. |
format |
Article in Journal/Newspaper |
author |
Natalia А. Roslyakova Inna V. Mitrofanova Evgeniy A. Kanevsky Kirill K. Boyarsky |
author_facet |
Natalia А. Roslyakova Inna V. Mitrofanova Evgeniy A. Kanevsky Kirill K. Boyarsky |
author_sort |
Natalia А. Roslyakova |
title |
FEATURES OF SOCIO-ECONOMIC DEVELOPMENT IN THE RUSSIAN NORTH AND SOUTH: A METHODOLOGY FOR SEMI-AUTOMATIC ANALYSIS OF STRATEGIC PLANNING DOCUMENTS |
title_short |
FEATURES OF SOCIO-ECONOMIC DEVELOPMENT IN THE RUSSIAN NORTH AND SOUTH: A METHODOLOGY FOR SEMI-AUTOMATIC ANALYSIS OF STRATEGIC PLANNING DOCUMENTS |
title_full |
FEATURES OF SOCIO-ECONOMIC DEVELOPMENT IN THE RUSSIAN NORTH AND SOUTH: A METHODOLOGY FOR SEMI-AUTOMATIC ANALYSIS OF STRATEGIC PLANNING DOCUMENTS |
title_fullStr |
FEATURES OF SOCIO-ECONOMIC DEVELOPMENT IN THE RUSSIAN NORTH AND SOUTH: A METHODOLOGY FOR SEMI-AUTOMATIC ANALYSIS OF STRATEGIC PLANNING DOCUMENTS |
title_full_unstemmed |
FEATURES OF SOCIO-ECONOMIC DEVELOPMENT IN THE RUSSIAN NORTH AND SOUTH: A METHODOLOGY FOR SEMI-AUTOMATIC ANALYSIS OF STRATEGIC PLANNING DOCUMENTS |
title_sort |
features of socio-economic development in the russian north and south: a methodology for semi-automatic analysis of strategic planning documents |
publisher |
The Russian Academy of Sciences, Federal Research Centre Kola Science Centre |
publishDate |
2023 |
url |
https://doi.org/10.37614/2220-802X.3.2023.81.004 https://doaj.org/article/4cb8900785df4aec9366826c531e9898 |
genre |
Russian North |
genre_facet |
Russian North |
op_source |
Север и рынок: формирование экономического порядка, Vol 26, Iss 3, Pp 61-77 (2023) |
op_relation |
https://doaj.org/toc/2220-802X doi:10.37614/2220-802X.3.2023.81.004 2220-802X https://doaj.org/article/4cb8900785df4aec9366826c531e9898 |
op_doi |
https://doi.org/10.37614/2220-802X.3.2023.81.004 |
container_title |
Север и рынок: формирование экономического порядка |
container_volume |
26 |
container_issue |
3/2023 |
container_start_page |
61 |
op_container_end_page |
77 |
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