UDC 614.2:351.82.001.57; JEL C45, H51, I18, O30
Yurynets, Z., Petrukh, O., Myshchyshyn, I., Kokhan, M., & Hnylyanska, L. (2019). Otsinka efektyvnosti funktsionuvannya systemy okhorony zdorov’ya Ukrayiny v umovakh pryskorenoho rozvytku innovatsiynykh tekhnolohiy [Assessment of the effectiveness of Ukraine’s healthcare system in the context of accelerated development of innovative technologies]. In Sotsial'no-ekonomichni problemy suchasnoho periodu Ukrayiny [Socio-Economic Problems of the Modern Period of Ukraine]: Vol. 140 (6) (pp. 33-38). DOI: https://doi.org/10.36818/2071-4653-2019-6-6. [in Ukrainian].
Sources: 12

Authors



Yurynets Zoryna Volodymyrivna

Doctor of Economics, Associate Professor

Professor of the Department of management of the Faculty of Economics of the Ivan Franko National University of Lviv

Contacts: zoryna_yur@ukr.net

Webpages:

Petrukh Oksana Andriyivna

Ph.D. of Economics

Postgraduate of the Department of management of the Faculty of Economics of the Ivan Franko National University of Lviv

Contacts: roxana7700@gmail.com

Webpages:

Myshchyshyn Ivanna Romanivna

Junior Researcher of the Department of regional ecological policy and environmental management of the Dolishniy Institute of Regional Research of NAS of Ukraine

Contacts: ivanna.myshchyshyn@gmail.com

Webpages:

Kokhan Marianna Ostapivna

Ph.D. of Economics, Associate Professor

Associate Professor of the Department of management of the Faculty of Economics of the Ivan Franko National University of Lviv

Contacts: marianna.kokhan@lnu.edu.ua, marianna.kokhan@gmail.com

Webpages:

Hnylyanska Lesya Yosypivna

Ph.D. of Economics, Associate Professor

Associate Professor of the Department of management and international business of the Institute of Economics and Management of the Lviv Polytechnic National University

Contacts: lgnylianska@gmail.com

Webpages:

Resume

The article proposes scientific and methodological provisions regarding the evaluation of the effectiveness of the health care system of Ukraine in the conditions of accelerated development of medical innovative technologies. This model is based on the application of neural network modeling tools. The application of the developed model of the evaluation of the effectiveness of the health care system makes it possible to identify the state of public financing of health care and the research and development, to cover a large amount of data and to carry out a comparative analysis of national health policy in terms of the developed countries of the world. During the formation of the neural network model, the relationship between the different factors and the level of GDP is established. For the purposes of the present study, the results of the Ukraine’s social, economic, innovation policy for 2000-2017 have been used as the most predictable element of available data on impact on GDP growth. The proposed methodological provisions make it possible to predict the best option for the development of the health care system and the research and development work in Ukraine, facilitate the possibility of making informed decisions regarding the health policy, optimize the management decision-making regarding the future directions of the research and development work. Public healthcare financing and research and development financing have the biggest influence over the GDP growth. The increase of expenditures of the state budget on public healthcare and research and development is important for socio-economic and innovative growth of Ukraine. The main provisions can be adopted by an executive bodies of the government of Ukraine, local and regional authorities of the national economy. The analysis is the basis for formation of methodological approaches to evaluation of the effectiveness of health care system and other spheres of economic activity and creation of strategies and programs for development of health care system and innovative activity of Ukraine at different hierarchical levels.

Keywords:

evaluation, effectiveness, neural model, healthcare, public spending, policy

References


1. Boyce, T., & Brown, C. (2019). Economic and social impacts and benefits of health systems. Copenhagen. Retrieved from http://www.euro.who.int/__data/assets/pdf_file/0006/395718/Economic-Social-Impact-Health-FINAL.pdf?ua=1
2. Nolte, E. (2018). How do we ensure that innovation in health service delivery and organization is implemented, sustained and spread?. Copenhagen. Retrieved from https:http://www.euro.who.int/__data/assets/pdf_file/0004/380731/pb-tallinn-03-eng.pdf?ua=1
3. Informatsiya pro sotsial’no-ekonomichnu sytuatsiyu v haluzi okhorony zdorov»ya [Information about the social and economic situation in the field of health care] (2019). Healthcare Professionals Union of Ukraine: Website. Retrieved from https: http://medprof.org.ua/socialno-ekonomichnii-zakhist/informacija-pro-socialno-ekonomichnu-informaciju-v-galuzi-okhoroni-zdorovja [in Ukrainian].
4. Natsional’na stratehiya reformuvannya systemy okhorony zdorov»ya v Ukrayini na period 2015-2020 rokiv [National strategy for reforming the health care system in Ukraine for the period 2015-2020]. Retrieved from https: http://moz.gov.ua [in Ukrainian].
5. Mao, K., Tan, K., & Ser, W. (2000). Probabilistic neural network structure determination for pattern classification. IEEE Transactions on Neural Networks, 11(4), 1009-1016. DOI: https://www.doi.org/10.1109/72.857781.
6. Arbib, M. (2003). Brain theory and neural networks. Cambridge, MA, USA: The Mit Press.
7. Floreano, F., & Mattiussi, C. (2008). Bio-inspired artificial intelligence, theories, methods and technologies. Cambridge, MA, USA: The MIT Press.
8. Haykin, S. (1999). Neural networks: a comprehensive foundation. Mexico: Prentice Hall.
9. Yurynets, Z. (2016). Forecasting model and assessment of the innovative and scientific-technical policy of Ukraine in the sphere of innovative economy formation. Investment Management and Financial Innovations, 13(2), рр. 16-23. DOI: http://dx.doi.org/10.21511/imfi.13(2).2016.02.
10. Yurynets, Z., Bayda, B., & Petrukh, O. (2015). Country’s economic competitiveness increasing within innovation component. Economic Annals-XXI, 9-10, 32-35.
11. Seredniy kurs na mizhbankivs’komu rynku [Middle a course is at the interbank market] (2019). National Bank of Ukraine: Website. Retrieved from https://bank.gov.ua/control/uk/publish/category?cat_id=7693080 [in Ukrainian].
12. A project of CASE in Ukraine (2019). Ukraine’s profits of budget. CASE Ukraine: Website. URL: http://costua.com/budget/revenue/#29