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Central European Management Journal

Zobacz wydanie
Rok 11.2020 
Tom 28 
Numer 3

The Application of Digitalization in Enterprises on the Basis of Multiple Criteria Selection Design

Yuliia Vorzhakova
Institute of Industrial Economics of National Academy of Sciences of Ukraine National Technical University of Ukraine – Igor Sikorsky Kyiv Polytechnic Institute
https://orcid.org/0000–0002–0521–3318

Kateryna Boiarynova
National Technical University of Ukraine – Igor Sikorsky Kyiv Polytechnic Institute
https://orcid.org/0000–0001–5879–2213

11.2020 28 (3) Central European Management Journal

DOI 10.7206/cemj.2658-0845.29

Abstrakt

Purpose: The increasing role of digitalization in the operation of enterprises actualizes the
implementation of the basic methods of proper digitalization processes. The selection of an
appropriate method to introduce digitalization is crucial, as it affects the optimization level of the business processes.

Methodology: Specific multicriteria selection method includes five steps to identify these approaches, considering the relative error for each approach, as it affects the outcome with the performance indicator of business process digitalization. The strongest criterion value is used to identify the optimal approach. The evaluation of the methods showed that the performance of the logistic, administrative, and innovative methods is not worse than the Pareto principle.

Findings: Introducing digitalization in the administrative method has the biggest impact. The chosen method showed that Human Resources processes require modification to reduce costs. A mechanism to digitalize the personnel management processes using artificial intelligence was developed.

Implications: The results of multivariate multicriteria analysis show that the implementation of artificial intelligence minimizes human factors and optimizes time and costs.

Originality: The main contribution is the development of the method for the selection of an appropriate digitalization approach, which encompasses an implementation mechanism that can be adapted to enterprises’ needs.

Powiązania

  1. Baker, M. (2014). Digital Transformation. Create Space Independent Publishing Platform. [Google Scholar]
  2. Batrakova, T.I. and Kuznetsova, A.V. (2018). Features of the digital economy in Ukraine and in the world. Bulletin of Zaporizhzhya National University. Economic Sciences, 2, 84–89. http://nbuv.gov.ua/UJRN/Vznu_eco_2018_2_1. [Google Scholar]
  3. Booz-Allen-Hamilton (2019). Innovation and Disruption. Real-world solution to cyber callengrs. http://www.boozallen.com/. [Google Scholar]
  4. Bouwman, H., Nikou, Sh., J. Molina-Castillo, F. and de Reuver, M. (2018). The impact of digitalization on business models. Digital Policy, Regulation and Governance, 20(2), 105–124. https://doi.org/10.1108/DPRG-07–2017–0039. [Google Scholar]
  5. Borysyak, O.V. (2018). Digitization in the enterprise personnel management system. Economic and Social Development of Ukraine in the 21st Century: National Vision and Challenges of Globalization: Coll. abstracts XV Jubilee International Scientific Conference of Young Scientists. Ternopil, March 29–30, 76–78. [Google Scholar]
  6. Challenges for Competition Policy in a Digitalized Economy (2015). Brussels. http://www.europarl.europa.eu/RegData/etudes/STUD/2015/542235/IPOL_STU(2015)542235_EN.pdf. [Google Scholar]
  7. Eder, D. and Buck, Ch. (2018). The Impact of Digitization on Business Models – A Systematic Literature Review. Research Center Finance and Information Management. 24 Americas Conference on Information Systems. New Orlean, August, 2–10. https://www.fim-rc.de/Paperbibliothek/Veroeffentlicht/766/wi-766.pdf. [Google Scholar]
  8. Digitization: how not to lose competitive advantage. http://www.management.com.ua/notes/digital innovation.html. [Google Scholar]
  9. Europa-2020. A European strategy for smart, sustainable and inclusive growth. http://ec.europa.eu/eu2020/pdf/COMPLET%20EN%20BARROSO%20%20%20007%20-%20Europe%202020%20-%20EN%20version.pdf. [Google Scholar]
  10. Fomichev K., Go digital or die: Digitizing business as an inevitability. http://www.nand.ru/professional information/and_library/20565/. [Google Scholar]
  11. Gudz, O.E. (2018). The Digital Economy: Changing the Values and Landmarks of Enterprise Management. Economy. Management. Business, 2(24), 4–12. https://doi.org/10.31673/2415-8089.2019.030412. [Google Scholar]
  12. Guseva, O.Y. and Legominova, S.V. (2018). Digitization as a tool for improving business processes, their optimization. Economy. Management. Business, 1(23), 33–39. http://journals.dut.edu.ua/index.php/emb/article/view/1812. [Google Scholar]
  13. Gurenko, A.V. and Gashutina, A.E. (2018). Directions of management systems development in the conditions of business digitization in Ukraine. Economy and Society, 19, 739–745. https://doi.org/10.32782/2524–0072/2018–19–113. [Google Scholar]
  14. Hammer, M. and Champy, J. (2009). Reengineering the Corporation: Manifesto for Business Revolution. New York. https://doi.org/10.1002/qre.4680100613. [Google Scholar]
  15. Industry 4.0: The 2018 World Manufacturing Forum Report. https://www.worldmanufacturingforum.org/copia-di-wmf-report. [Google Scholar]
  16. Kandirin, Yu V. and Koshelev, A.M. (2008). Automation of multicriteria structuring of alternatives based on their sequential ordering. Izv. VolgTU. Series “Actual problems of control, computer engineering and computer science in technical systems”: intercollegiate. Sat. scientific Art./VolgTU. Volgograd, 8(5), 31–36. https://www.elibrary.ru/item.asp?id=12793495. [Google Scholar]
  17. Kandirin, Y.V. (2004). Methods and models of multicriteria choice of options in CAD. Textbook for universities. Publishing House of MEI. [Google Scholar]
  18. Kolot A. (2019). Work 4.0 as a model and platform for a new (digital) economy. Institutional Repository of Vadym Hetman Kyiv National Economic University, 13–28. https://ir.kneu.edu.ua/bitstream/handle/2018/31176/Sz_19–1.pdf?sequence=1. [Google Scholar]
  19. Kolyadenko, S.V. (2016). The Digital Economy: Prerequisites and Stages of Formation in Ukraine and the World. Economy. Finances. Management: topical issues of science and practice, 6, 105–112. [Google Scholar]
  20. Kraus, N.M., Goloborodko, O.P. and Kraus, K.M. (2018). Digital economy: trends and perspectives of the avant-garde nature of development. An Efficient Economy, 1. http://ojs.dsau.dp. ua/index.php/efektyvna- ekonomika/article/view/997/862. [Google Scholar]
  21. Law of Ukraine On the Concept of the National Program of Informatization, No. 75/98 of 11.08.2013. http://zakon.rada.gov.ua/laws/show/75/98-%D0%B2%D1%80. [Google Scholar]
  22. Lisova, R.M. (2019). The impact of digitization on the business model: stages and tools of digital transformation. Scientific Bulletin of Uzhgorod National University, 24(2), 114–119. https://dspace.uzhnu.edu.ua/jspui/handle/lib/25455. [Google Scholar]
  23. Merkevicius, J., Davidaviciene, V., Raudeliuniene, J. and Buleca, J. (2015). Virtual organization: specifics of creation of personnel management system. Ekonomie a Management, 18(4), 200–211. https://doi.org/10.15240/tul/001/2015-4-014. [Google Scholar]
  24. Mintz, O.Y. (2017). Methodology for modeling innovative intellectual decision-making systems in economy: monograph. Mariupol: State Technical University “PDTU”. http://eir.pstu.edu/bitstream/handle/123456789/13748/%D0%9C%D0%B8%D0%BD%D1%86.pdf?sequence=7. [Google Scholar]
  25. Nechepurenko, D.C. (2017). Features of introduction of world experience of using cloud technologies of erp-systems by the enterprises of machine-building industry. Scientific Bulletin of Kherson State University, 23(2), 83–85. http://nbuv.gov.ua/UJRN/Nvkhdu_en_2017_23%282%29__20. [Google Scholar]
  26. Prodius, O.I. (2016). Theoretical and methodological foundations of business process reengineering. Economics, 6. https://economics.opu.ua/files/archive/2016/No6/79.pdf. [Google Scholar]
  27. Rachinger, M., Rauter, R., Müller, Ch., Vorraber, W. and Schirgi, E. (2018). Digitalization and its influence on business model innovation. Journal of Manufacturing Technology Management, 20(7), 95–124. https://doi.org/10.1108/JMTM-01–2018–0020. [Google Scholar]
  28. Rohrbeck, R., Thom, N. and Arnold, H. (2015). IT tools for foresight: The integrated insight and response system of Deutsche Telekom Innovation Laboratories. Technological Forecasting and Social Change, 97, 115–126. https://doi.org/10.1016/j.techfore.2013.09.015. [Google Scholar]
  29. Schwab, K., The Fourth Industrial Revolution: what it means, how to respond. https://www.weforum.org/agenda/2016/01/the-fourth-industrial-revolution-what-it-means-and-how-to-respond. [Google Scholar]
  30. Shalmo, D., Williams, Ch.A., Boardman, L. (2017). Digital transformation of bussines models – best practice, enablers and roadmap. International Journal of Innovation Management, 21(08), 1–17. https://doi.org/10.1142/S136391961740014X. [Google Scholar]
  31. Sokolova, G.B. (2018). Some aspects of digital economy development in Ukraine. Economic Bulletin of Donbass, 1(51), 92–96. http://nbuv.gov.ua/UJRN/ecvd_2018_1_17. [Google Scholar]
  32. Tapscott, D. (1996). The Digital Economy: Promise and Peril in the Age of Networked Intelligence. New York, NY: McGraw-Hill. https://doi.org/10.10160099–1333(96)90098–1. [Google Scholar]
  33. The Global Information Technology Report. Growth and Jobs in a Hyperconnected World. World Economic Forum and INSEAD. www.weforum.org/gitr [Google Scholar]
  34. Tronko V.V. (2015). The influence of ICT on the economic development of the country. An Efficient Economy, 4. http://www.economy.nayka.com.ua/?op=1&z=3959. [Google Scholar]
  35. Vishnevsky, O.S. (2016). Problems of strategic management of social – Ukraine’s economic development, taking into account the processes of decentralization. Bulletin of the Economic Science of Ukraine, 1(30), 14–22. http://dspace.nbuv.gov.ua/handle/123456789/105890/. [Google Scholar]
  36. Yip, A.W.H. and Bocken, N.M.P. (2018). Sustainable business model archetypes for the banking industry. Journal of Cleaner Production, 174, 150–160. https://doi.org/10.1016/j.jclepro.2017.10.190. [Google Scholar]

Kompletne metadane

Cytowanie zasobu

APA style

Yuliia Vorzhakova & Kateryna Boiarynova (2020). The Application of Digitalization in Enterprises on the Basis of Multiple Criteria Selection Design. (2020). The Application of Digitalization in Enterprises on the Basis of Multiple Criteria Selection Design. Central European Management Journal, 28(3), 127-148. https://doi.org/10.7206/cemj.2658-0845.29 (Original work published 11.2020n.e.)

MLA style

Yuliia Vorzhakova and Kateryna Boiarynova. „The Application Of Digitalization In Enterprises On The Basis Of Multiple Criteria Selection Design”. 11.2020n.e. Central European Management Journal, t. 28, nr 3, 2020, ss. 127-148.

Chicago style

Yuliia Vorzhakova and Kateryna Boiarynova. „The Application Of Digitalization In Enterprises On The Basis Of Multiple Criteria Selection Design”. Central European Management Journal, Central European Management Journal, 28, nr 3 (2020): 127-148. doi:10.7206/cemj.2658-0845.29.