Econometric modeling of managerial decisions at the macro and micro levels
The theoretical and practical aspects of the application of the econometric approach to making managerial decisions in a crisis at the micro and macro levels are highlighted. Theoretical aspects determine the basic categories of the research problem: managerial decision, stages of managerial decisio...
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| פורמט: | Online |
| שפה: | אנגלית |
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PC TECHNOLOGY CENTER
2025
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| גישה מקוונת: | https://directory.doabooks.org/handle/20.500.12854/134946.2 |
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| _version_ | 1869528521056976896 |
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| author | Chernega, Oksana Yakovenko, Uyrii Chepurnova, Anastasia Makieieva, Oleksandra Nieizviestna, Olena Ivanova, Natalia Koverza, Viktorija Kotkovskyi, Volodymyr Tryhubchenko, Yevhenii Kozhukhova, Tetiana Bocharova, Yuliia Shevchenko, Lyubov Barabanova, Valentina Yankovsky, Valery Lyzhnyk, Yuliia Vorobiova, Yuliia Koshel, Viktoriia Gorina, Ganna Bohatyryova, Galina Nikolaіchuk, Olha Revutska, Svitlana Pryimak, Nataliia Nykyforov, Radion Romanykha, Oleksandr Khavrova, Kateryna Lokhman, Nataly Kolchuk, Maria Kravtsov, Alexander Klevtsov, Eugene |
| author_browse | Barabanova, Valentina Bocharova, Yuliia Bohatyryova, Galina Chepurnova, Anastasia Chernega, Oksana Gorina, Ganna Ivanova, Natalia Khavrova, Kateryna Klevtsov, Eugene Kolchuk, Maria Koshel, Viktoriia Kotkovskyi, Volodymyr Koverza, Viktorija Kozhukhova, Tetiana Kravtsov, Alexander Lokhman, Nataly Lyzhnyk, Yuliia Makieieva, Oleksandra Nieizviestna, Olena Nikolaіchuk, Olha Nykyforov, Radion Pryimak, Nataliia Revutska, Svitlana Romanykha, Oleksandr Shevchenko, Lyubov Tryhubchenko, Yevhenii Vorobiova, Yuliia Yakovenko, Uyrii Yankovsky, Valery |
| author_facet | Chernega, Oksana Yakovenko, Uyrii Chepurnova, Anastasia Makieieva, Oleksandra Nieizviestna, Olena Ivanova, Natalia Koverza, Viktorija Kotkovskyi, Volodymyr Tryhubchenko, Yevhenii Kozhukhova, Tetiana Bocharova, Yuliia Shevchenko, Lyubov Barabanova, Valentina Yankovsky, Valery Lyzhnyk, Yuliia Vorobiova, Yuliia Koshel, Viktoriia Gorina, Ganna Bohatyryova, Galina Nikolaіchuk, Olha Revutska, Svitlana Pryimak, Nataliia Nykyforov, Radion Romanykha, Oleksandr Khavrova, Kateryna Lokhman, Nataly Kolchuk, Maria Kravtsov, Alexander Klevtsov, Eugene |
| author_sort | Chernega, Oksana |
| collection | Directory of Open Access Books |
| description | The theoretical and practical aspects of the application of the econometric approach to making managerial decisions in a crisis at the micro and macro levels are highlighted. Theoretical aspects determine the basic categories of the research problem: managerial decision, stages of managerial decision-making to determine the feasibility of using econometric methods, crisis and crisis phenomena, econometric approach. The specifics of making managerial decisions in a crisis at the micro and macro levels have been determined; the characteristic features, areas of problem solving and methods for solving managerial problems are considered, depending on the level of their formalization. Practical aspects highlight the rationale for the use of econometric methods at the stage of problem identification: identification of crisis phenomena in the relevant areas; a quantitative analysis of the crisis made it possible to identify and determine the imbalances. The advantages and disadvantages of the econometric approach to managerial decision-making are determined; general econometric methods of substantiating managerial decisions and their consequences are described. The features and advantages of Data-driven decision-making over Highest Paid Person's Opinion are determined; the types of information and analytical support of managerial decisions and the methods used for its formation are determined.
The author's understanding of the concepts "econometric approach to managerial decision making", "information and analytical support of managerial decisions" is proposed.
Practical aspects highlight the feasibility of using econometric methods and at the stage of justifying managerial decisions – the use of econometric methods in accordance with the scope of application, taking into account its specificity and state: a matrix "economic security – standard of living – innovative development" has been developed to justify the decision on the application of strategies to ensure economic security through changes in the level of innovative development and the standard of living of the population of the region (transformation strategy, innovative development strategy, human development strategy and growth strategy) on the basis of correlation-regression analysis, calculation of partial elasticity coefficients, a potentially most effective variant of reconfiguring the functional components of the innovation infrastructure was established; a model of authentic management of the development of the Ukrainian tourist services market has been developed, which assumes the use of specific mechanisms of authentic management and accounting for the authenticity of the cultural and historical resources of local tourism markets, the asymmetry of infrastructural and socio-economic development of markets, the spatial polarization of the location of climatic and recreational factors of local tourist markets; based on the results of the taxonomic analysis of the state of the hotel and restaurant industry, managerial solutions were proposed for the implementation of the strategy for the development of the hotel and restaurant industry for the coming period, including activities at the national level and at the level of individual business entities; an algorithm for making optimal decisions based on the development of the innovative potential of personnel has been developed: defining the problems of enterprise development; search for the reasons for the retardation of the development of the enterprise; determination of the reasons for the retardation of the development of the enterprise; determination of optimal solutions depending on the formulated problem; development of recommendations for achieving strategic goals, based on the construction of a "tree of opportunities"; a cognitive map (graph) of the process of making strategic decisions in the sphere of making strategic changes at mining and processing enterprises was built taking into account the influence of the following concepts: goals of strategic changes; the goals of the enterprise strategy implementation; the duration of the change lag; the level of encouragement of the team of changes; threshold opportunities for strategic change; unique opportunities for strategic change; average opportunities for strategic change; sufficiency of the potential for strategic changes; resistance to change; fiduciary corporate culture. |
| format | Online |
| id | doab-20.500.12854ir-134946.2 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | PC TECHNOLOGY CENTER |
| publisherStr | PC TECHNOLOGY CENTER |
| record_format | ojs |
| spelling | doab-20.500.12854ir-134946.22025-08-29T12:21:17Z Econometric modeling of managerial decisions at the macro and micro levels Chernega, Oksana Yakovenko, Uyrii Chepurnova, Anastasia Makieieva, Oleksandra Nieizviestna, Olena Ivanova, Natalia Koverza, Viktorija Kotkovskyi, Volodymyr Tryhubchenko, Yevhenii Kozhukhova, Tetiana Bocharova, Yuliia Shevchenko, Lyubov Barabanova, Valentina Yankovsky, Valery Lyzhnyk, Yuliia Vorobiova, Yuliia Koshel, Viktoriia Gorina, Ganna Bohatyryova, Galina Nikolaіchuk, Olha Revutska, Svitlana Pryimak, Nataliia Nykyforov, Radion Romanykha, Oleksandr Khavrova, Kateryna Lokhman, Nataly Kolchuk, Maria Kravtsov, Alexander Klevtsov, Eugene Ivanova, Natalia Kozhukhova, Tetiana Managerial decision Managerial decision making model Managerial decision making mechanism Crisis Macroeconomic imbalances Problem Econometric approach Data-driven decision-making Highest Paid Person's Opinion Data-driven decision making capability Information and analytical support of managerial decisions Regression model Econometrics Canonical analysis Taxonomic analysis Cluster analysis Principal component method «Tree of opportunities» Migration policy Economic security Innovative development Living standards of the population Innovation infrastructure Development management Local development strategies Regional tourism markets services Tourism Hotel and restaurant industry Personnel innovation potential Strategic management Cognitive model Strategic process concept Strategic decision Strategic change SWOT analysis Potential square Competitiveness Efficiency thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCB Macroeconomics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCC Microeconomics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCD Economics of industrial organization The theoretical and practical aspects of the application of the econometric approach to making managerial decisions in a crisis at the micro and macro levels are highlighted. Theoretical aspects determine the basic categories of the research problem: managerial decision, stages of managerial decision-making to determine the feasibility of using econometric methods, crisis and crisis phenomena, econometric approach. The specifics of making managerial decisions in a crisis at the micro and macro levels have been determined; the characteristic features, areas of problem solving and methods for solving managerial problems are considered, depending on the level of their formalization. Practical aspects highlight the rationale for the use of econometric methods at the stage of problem identification: identification of crisis phenomena in the relevant areas; a quantitative analysis of the crisis made it possible to identify and determine the imbalances. The advantages and disadvantages of the econometric approach to managerial decision-making are determined; general econometric methods of substantiating managerial decisions and their consequences are described. The features and advantages of Data-driven decision-making over Highest Paid Person's Opinion are determined; the types of information and analytical support of managerial decisions and the methods used for its formation are determined. The author's understanding of the concepts "econometric approach to managerial decision making", "information and analytical support of managerial decisions" is proposed. Practical aspects highlight the feasibility of using econometric methods and at the stage of justifying managerial decisions – the use of econometric methods in accordance with the scope of application, taking into account its specificity and state: a matrix "economic security – standard of living – innovative development" has been developed to justify the decision on the application of strategies to ensure economic security through changes in the level of innovative development and the standard of living of the population of the region (transformation strategy, innovative development strategy, human development strategy and growth strategy) on the basis of correlation-regression analysis, calculation of partial elasticity coefficients, a potentially most effective variant of reconfiguring the functional components of the innovation infrastructure was established; a model of authentic management of the development of the Ukrainian tourist services market has been developed, which assumes the use of specific mechanisms of authentic management and accounting for the authenticity of the cultural and historical resources of local tourism markets, the asymmetry of infrastructural and socio-economic development of markets, the spatial polarization of the location of climatic and recreational factors of local tourist markets; based on the results of the taxonomic analysis of the state of the hotel and restaurant industry, managerial solutions were proposed for the implementation of the strategy for the development of the hotel and restaurant industry for the coming period, including activities at the national level and at the level of individual business entities; an algorithm for making optimal decisions based on the development of the innovative potential of personnel has been developed: defining the problems of enterprise development; search for the reasons for the retardation of the development of the enterprise; determination of the reasons for the retardation of the development of the enterprise; determination of optimal solutions depending on the formulated problem; development of recommendations for achieving strategic goals, based on the construction of a "tree of opportunities"; a cognitive map (graph) of the process of making strategic decisions in the sphere of making strategic changes at mining and processing enterprises was built taking into account the influence of the following concepts: goals of strategic changes; the goals of the enterprise strategy implementation; the duration of the change lag; the level of encouragement of the team of changes; threshold opportunities for strategic change; unique opportunities for strategic change; average opportunities for strategic change; sufficiency of the potential for strategic changes; resistance to change; fiduciary corporate culture. Published 2025-08-29T12:21:15Z 2024-03-04T23:02:06Z 2025-08-29T12:21:15Z 2021-11-05 book 978-617-7319-37-4 https://directory.doabooks.org/handle/20.500.12854/134946.2 eng image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International https://monograph.com.ua/catalog/book/978-617-7319-37-4 PC TECHNOLOGY CENTER 10.15587/978-617-7319-37-4 10.15587/978-617-7319-37-4 105e2329-8f11-44ef-beca-adf5b71eb8f4 978-617-7319-37-4 200 Kharkiv open access |
| spellingShingle | Managerial decision Managerial decision making model Managerial decision making mechanism Crisis Macroeconomic imbalances Problem Econometric approach Data-driven decision-making Highest Paid Person's Opinion Data-driven decision making capability Information and analytical support of managerial decisions Regression model Econometrics Canonical analysis Taxonomic analysis Cluster analysis Principal component method «Tree of opportunities» Migration policy Economic security Innovative development Living standards of the population Innovation infrastructure Development management Local development strategies Regional tourism markets services Tourism Hotel and restaurant industry Personnel innovation potential Strategic management Cognitive model Strategic process concept Strategic decision Strategic change SWOT analysis Potential square Competitiveness Efficiency thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCB Macroeconomics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCC Microeconomics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCD Economics of industrial organization Chernega, Oksana Yakovenko, Uyrii Chepurnova, Anastasia Makieieva, Oleksandra Nieizviestna, Olena Ivanova, Natalia Koverza, Viktorija Kotkovskyi, Volodymyr Tryhubchenko, Yevhenii Kozhukhova, Tetiana Bocharova, Yuliia Shevchenko, Lyubov Barabanova, Valentina Yankovsky, Valery Lyzhnyk, Yuliia Vorobiova, Yuliia Koshel, Viktoriia Gorina, Ganna Bohatyryova, Galina Nikolaіchuk, Olha Revutska, Svitlana Pryimak, Nataliia Nykyforov, Radion Romanykha, Oleksandr Khavrova, Kateryna Lokhman, Nataly Kolchuk, Maria Kravtsov, Alexander Klevtsov, Eugene Econometric modeling of managerial decisions at the macro and micro levels |
| title | Econometric modeling of managerial decisions at the macro and micro levels |
| title_full | Econometric modeling of managerial decisions at the macro and micro levels |
| title_fullStr | Econometric modeling of managerial decisions at the macro and micro levels |
| title_full_unstemmed | Econometric modeling of managerial decisions at the macro and micro levels |
| title_short | Econometric modeling of managerial decisions at the macro and micro levels |
| title_sort | econometric modeling of managerial decisions at the macro and micro levels |
| topic | Managerial decision Managerial decision making model Managerial decision making mechanism Crisis Macroeconomic imbalances Problem Econometric approach Data-driven decision-making Highest Paid Person's Opinion Data-driven decision making capability Information and analytical support of managerial decisions Regression model Econometrics Canonical analysis Taxonomic analysis Cluster analysis Principal component method «Tree of opportunities» Migration policy Economic security Innovative development Living standards of the population Innovation infrastructure Development management Local development strategies Regional tourism markets services Tourism Hotel and restaurant industry Personnel innovation potential Strategic management Cognitive model Strategic process concept Strategic decision Strategic change SWOT analysis Potential square Competitiveness Efficiency thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCB Macroeconomics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCC Microeconomics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCD Economics of industrial organization |
| topic_facet | Managerial decision Managerial decision making model Managerial decision making mechanism Crisis Macroeconomic imbalances Problem Econometric approach Data-driven decision-making Highest Paid Person's Opinion Data-driven decision making capability Information and analytical support of managerial decisions Regression model Econometrics Canonical analysis Taxonomic analysis Cluster analysis Principal component method «Tree of opportunities» Migration policy Economic security Innovative development Living standards of the population Innovation infrastructure Development management Local development strategies Regional tourism markets services Tourism Hotel and restaurant industry Personnel innovation potential Strategic management Cognitive model Strategic process concept Strategic decision Strategic change SWOT analysis Potential square Competitiveness Efficiency thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCB Macroeconomics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCC Microeconomics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCD Economics of industrial organization |
| url | https://directory.doabooks.org/handle/20.500.12854/134946.2 |
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