DIGITAL TECHNOLOGIES IN INNOVATIVE AND STRUCTURAL TRANSFORMATION OF UKRAINE'S ECONOMY

  • Sokolova Olga PhD in Economics, Associate Professor Department of Economics of the Enterprise University of the State Fiscal Service of Ukraine, Kyiv, Ukraine
Keywords: Artificial Intelligence, digital technologies, innovative development model, structural shifts, structural transformation, Solow’s residual, three-sector model

Abstract

The article substantiates the role of artificial intelligence in procuring the management of innovation and structural transformation of the economy. The analysis of structural shifts in gross value added in the economy of Ukraine during 2002–2019 is carried out. Solow’s residuals are calculated for the primary, secondary and tertiary sectors. The expediency of managing the innovative and structural transformation of Ukraine's economy on the basis of changes in the level of Solow's residual in that sector and in the period of time determined by big data analysis by artificial intelligence is proved. A VAR model was built in the EViews environment for Solow’s residuals in three sectors of the Ukrainian economy. Based on variance decomposition and IRF, it is established that increasing the share of intermediate consumption by the secondary sector of education, ICT, professional, scientific and technical services will increase Solow's residual in the secondary sector in two years, in the tertiary sector in three years and in the primary sector in four years, which will affect the increase in output in Ukraine during these three years.

References

Aghion, P., and Howitt P. (1961), “A model of growth through creative destruction. Econometrica,” Journal of Econometric Society, 60.2, 385–406.

Bai, Y., Rios-Rull, J.-V., and Storesletten, K. (2012), “Demand shocks as productivity shocks,” Federal Reserve Board of Minneapolis. Retrieved from https://www.sas.upenn.edu/~vr0j/papers/brs_Sept_27_2012.pdf

Clark, C. (1940), The Conditions of Economic Progress. London: Macmillan.

Cobb, C., and Douglas, P. (1928), “A theory of production,” American Economic Review, 18, 139–165.

Grossman, G., Helpman, E., and Oberfield E. (2017), “Balanced growth despite Uzawa,” American Economic Review, 107.4, 1293–1312.

Guarini, G. (2009), “Innovation and growth in the Grossman-Helpman’s model with increasing returns: a note,” MPRA. Retrieved from https://mpra.ub.uni-muenchen.de/19612/1/MPRA_paper_19612.pdf

Hall, R. (1989). Invariance properties of Solow's productivity residual. Cambrodge, MA: National Bureau of Economic Research.

Herrendorf, B., Rogerson, R., and Valentinyi, A. (2014), “Growth and Structural Transformation,” Handbook of Economic Growth, 2, 855–941.

International Labour Organization (2019). Employment by sector and economic activity. Retrieved from https://www.ilo.org/shinyapps/bulkexplorer24/?lang=en&segment=indicator&id=EMP_2EMP_SEX_ECO_NB_A

Karintseva, O. (2018), “Optymalna struktura natsionalnoi ekonomiky yak zaporuka staloho rozvytku derzhavy,” [The optimal structure of the national economy as a guarantee of sustainable development of the state], Problemy ekonomiky, 1(35), 62–68.

Kołodziejczak, W. (2020), “Employment and Gross Value Added in Agriculture Versus Other Sectors of the European Union Economy,” Sustainability, 12.14, 5518–5541.

Kraus, N., and Kraus, K. (2018), “Tsyfrovizatsiia v umovakh instytutsiinoi transformatsii ekonomiky: bazovi skladovi ta instrumenty tsyfrovykh tekhnolohii,” [Digitization in the context of institutional transformation of the economy: basic components and tools of digital technologies], Intelekt XXI, 1, 211–214.

Lin, Z., and Feng, T. (2016), “Measuring and analyzing the contribution rate of agricultural science and technological progress in heilongjiang reclamation area,” Int. J. Smart Home, 10.7, 217–226.

Liu, D., Li, R., and Tan, J. (2012), “A dual measure of correlation between the Solow residual and output growth,” Journal of Productivity Analysis, 37.1, 17–25.

Marjanović, V. (2015), “Structural changes and structural transformation in a modern development economy,” Economic Themes, 53.1, 63–82.

Pelekh, O. (2019), “Analiz sektoralnoi struktury natsionalnoi ekonomiky,” [Analysis of the sectoral structure of the national economy], Teoriia i praktyka upravlinnia v umovakh suspilnykh vyklykiv i transformatsii, 91–95.

Pihariev, Yu., and Kosteniuk, N. (2021), “Tsyfrova transformatsiia yak osnova rozvytku publichnoho upravlinnia ta administruvannia,” [Digital transformation as a basis for the development of public administration], Naukovi perspektyvy, 5(11). Retrieved from http://perspectives.pp.ua/index.php/np/article/download/246/248

Putsenteilo, P., and Humeniuk, O. (2018), “Tsyfrova ekonomika yak novitnii vektor rekonstruktsii tradytsiinoi ekonomiky,” [Digital economy as the newest vector of reconstruction of traditional economy], Innovatsiina ekonomika, 5–6, 131–143.

Romanova, T. (2016), “Intehralni pokaznyky otsiniuvannia strukturnykh zrushen v ekonomitsi,” [Integral indicators for estimating structural changes in the economy], Ekonomika i rehion, 6, 20–27.

Romer, P. (1986), “Increasing returns and long-run growth,” Journal of political economy, 94.5, 1002–1037.

Schultz, T. (1961), “Investment in human capital,” The American economic review, 51.1, 1–17.

State Statistics Service of Ukraine (2019). Table “cost-output” (in consumer prices). Retrieved from http://www.ukrstat.gov.ua/

State Statistics Service of Ukraine (2019). The cost of fixed assets. Retrieved from http://www.ukrstat.gov.ua/

Ten Raa, T., and Shestalova, V. (2011), “The Solow residual, Domar aggregation, and inefficiency: a synthesis of TFP measures,” Journal of Productivity Analysis, 36.1, 71–77.

Timmer, C. (2014). Managing structural transformation: a political economy approach. Helsinki, Finland: WIDER Annual Lecture.

Trubnik, T. (2014), “Analiz sektoralnoho vplyvu na makroekonomichni pokaznyky z vykorystanniam instrumentariiu systemy natsionalnykh rakhunkiv,” [Analysis of the sectoral impact on macroeconomic indicators using the tools of the system of national accounts], Efektyvna ekonomika, 2. Retrieved from http://www.economy.nayka.com.ua/?op=1&z=2743

Tulchynska, S., and Korzun, L. (2020), “Tsyfrovizatsiia yak zasib transformatsii ekonomiky Ukrainy,” [Digitalization as a means of transforming Ukraine's economy], Suchasni problemy ekonomiky i pidpryiemnytstvo, 25, 52–59.

UNCTAD (2019). Value added by industries at current prices. Retrieved from http://data.un.org/Data.aspx?d=SNA&f=group_code%3a204

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Published
2021-09-17
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How to Cite
Sokolova Olga. (2021). DIGITAL TECHNOLOGIES IN INNOVATIVE AND STRUCTURAL TRANSFORMATION OF UKRAINE’S ECONOMY. International Journal of Innovative Technologies in Economy, (3(35). https://doi.org/10.31435/rsglobal_ijite/30092021/7664