DIGITAL DECISION-MAKING TOOLS IN THE FIELD OF PUBLIC ADMINISTRATION OF HEALTHCARE
The purpose of the research is to develop a mathematical core of the decision-making preparation system (DSS) and an integral DSS algorithm in the field of public health care management. The urgency of the research is determined by the need to coordinate economic and social issues, the urgency and...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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FINTECH Alliance LLC
2023-12-01
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| Series: | Фінансово-кредитна діяльність: проблеми теорії та практики |
| Subjects: | |
| Online Access: | https://fkd.net.ua/index.php/fkd/article/view/4211 |
| _version_ | 1797371495580696576 |
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| author | Myroslava Shalko Alexandr Lavruk Оlena Babiak Оlena Khanina Viktor Zinchenko Daryna Melnyk |
| author_facet | Myroslava Shalko Alexandr Lavruk Оlena Babiak Оlena Khanina Viktor Zinchenko Daryna Melnyk |
| author_sort | Myroslava Shalko |
| collection | DOAJ |
| description |
The purpose of the research is to develop a mathematical core of the decision-making preparation system (DSS) and an integral DSS algorithm in the field of public health care management. The urgency of the research is determined by the need to coordinate economic and social issues, the urgency and importance of which is increasing all the time, and the growing need for effective use of financial, budgetary, and other resources in times of economic crises and military operations. The goals that should be achieved by the implementation of digital health care management tools and the tasks that should be solved for this are defined. Factors that affect the effective implementation of DSS and results that are achieved by eliminating negative factors of influence are systematized. Possible indicators of the effectiveness of decisions made are specified. It is indicated that the implementation of DSS technologies in the field of health care and the integration of information resources for this purpose in this area should in the future be oriented to the implementation of an effective integrated national model of Digital Health Records, which is the main structural element of a digital system aimed at health care of every individual. For the analysis of data and the preparation of decision options in the field of health care, a multidimensional system for managing cloud resources of super-large data is proposed and the need to introduce specific digital tools is indicated, in particular data lake house, which allows the implementation of a multi-scenario version of the management solution, which is important for economic and social problems. A mathematical model and an algorithm of DSS in the field of public health care management, which uses the approach of multi-dimensional multi-extreme optimization and the introduction of "nested" one-dimensional solutions on the data hypercube, are developed. This will make it possible to solve complex multi-parametric economic and social problems with the effective use of computing system resources.
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| first_indexed | 2024-03-08T18:20:35Z |
| format | Article |
| id | doaj.art-7424dc74f28745538714b76609065368 |
| institution | Directory Open Access Journal |
| issn | 2306-4994 2310-8770 |
| language | English |
| last_indexed | 2024-03-08T18:20:35Z |
| publishDate | 2023-12-01 |
| publisher | FINTECH Alliance LLC |
| record_format | Article |
| series | Фінансово-кредитна діяльність: проблеми теорії та практики |
| spelling | doaj.art-7424dc74f28745538714b766090653682023-12-30T22:48:22ZengFINTECH Alliance LLCФінансово-кредитна діяльність: проблеми теорії та практики2306-49942310-87702023-12-0165310.55643/fcaptp.6.53.2023.4211DIGITAL DECISION-MAKING TOOLS IN THE FIELD OF PUBLIC ADMINISTRATION OF HEALTHCAREMyroslava Shalko0Alexandr Lavruk1Оlena Babiak 2Оlena Khanina 3Viktor Zinchenko 4Daryna Melnyk5PhD in Medical Sciences, Associate Professor, Doctoral Student of the Department of Public Administration and Land Management, Classical Private University, Zaporizhzhia, UkraineCandidate of Economy Sciences, Associate Professor of the Department of Public Administration, Management and Inclusive Economics, Educational and Rehabilitation Institution of Higher Education, “Kamianets-Podilskyi State Institute”, Kamianets-Podilskyi, UkrainePhD in Medical Sciences, Associate Professor Of the Department of Medical and Preventive Disciplines and Laboratory Diagnostics, Rivne Medical Academy, Rivne, UkrainePhD in Medical Sciences, Associate Professor of the Department of Public Administration and Land Management, Classical Private University, Zaporizhzhia, UkraineCandidate of Historical Sciences, Associate Professor of the Department of Psychology and Tourism, State Higher Educational Institution "Kyiv National Linguistic University", Kyiv, UkrainePhD in Medical Sciences, Associate Professor of the Department of Public Administration and Land Management, Classical Private University, Zaporizhzhia, Ukraine The purpose of the research is to develop a mathematical core of the decision-making preparation system (DSS) and an integral DSS algorithm in the field of public health care management. The urgency of the research is determined by the need to coordinate economic and social issues, the urgency and importance of which is increasing all the time, and the growing need for effective use of financial, budgetary, and other resources in times of economic crises and military operations. The goals that should be achieved by the implementation of digital health care management tools and the tasks that should be solved for this are defined. Factors that affect the effective implementation of DSS and results that are achieved by eliminating negative factors of influence are systematized. Possible indicators of the effectiveness of decisions made are specified. It is indicated that the implementation of DSS technologies in the field of health care and the integration of information resources for this purpose in this area should in the future be oriented to the implementation of an effective integrated national model of Digital Health Records, which is the main structural element of a digital system aimed at health care of every individual. For the analysis of data and the preparation of decision options in the field of health care, a multidimensional system for managing cloud resources of super-large data is proposed and the need to introduce specific digital tools is indicated, in particular data lake house, which allows the implementation of a multi-scenario version of the management solution, which is important for economic and social problems. A mathematical model and an algorithm of DSS in the field of public health care management, which uses the approach of multi-dimensional multi-extreme optimization and the introduction of "nested" one-dimensional solutions on the data hypercube, are developed. This will make it possible to solve complex multi-parametric economic and social problems with the effective use of computing system resources. https://fkd.net.ua/index.php/fkd/article/view/4211public administrationdigital toolshealth caremathematical modeleconomic and social problemsdecision-making risks |
| spellingShingle | Myroslava Shalko Alexandr Lavruk Оlena Babiak Оlena Khanina Viktor Zinchenko Daryna Melnyk DIGITAL DECISION-MAKING TOOLS IN THE FIELD OF PUBLIC ADMINISTRATION OF HEALTHCARE Фінансово-кредитна діяльність: проблеми теорії та практики public administration digital tools health care mathematical model economic and social problems decision-making risks |
| title | DIGITAL DECISION-MAKING TOOLS IN THE FIELD OF PUBLIC ADMINISTRATION OF HEALTHCARE |
| title_full | DIGITAL DECISION-MAKING TOOLS IN THE FIELD OF PUBLIC ADMINISTRATION OF HEALTHCARE |
| title_fullStr | DIGITAL DECISION-MAKING TOOLS IN THE FIELD OF PUBLIC ADMINISTRATION OF HEALTHCARE |
| title_full_unstemmed | DIGITAL DECISION-MAKING TOOLS IN THE FIELD OF PUBLIC ADMINISTRATION OF HEALTHCARE |
| title_short | DIGITAL DECISION-MAKING TOOLS IN THE FIELD OF PUBLIC ADMINISTRATION OF HEALTHCARE |
| title_sort | digital decision making tools in the field of public administration of healthcare |
| topic | public administration digital tools health care mathematical model economic and social problems decision-making risks |
| url | https://fkd.net.ua/index.php/fkd/article/view/4211 |
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