Is digital development a factor of university-industry R&D collaboration and vice versa?

• Autorzy: Kuzior Aleksandra , Samoilikova Anastasiia , Kossek Wojciech , Krišková Petra , Vasylieva Tetiana

Identyfikatory

DOI

10.30657/pea.2024.30.19

• Języki publikacji: EN

Abstrakty

EN

The purpose of the article is to determine and characterize relationships and their causality between indicators of digitalization of social relations and level of university-industry R&D collaboration. To conduct the research, a sample was formed for 20 countries of the world leaders in University-Industry R&D Collaboration indicator (as a part of Global Innovation Index) in 2022, which covers the follow-ing indices for period from 2011 to 2020: indicators of university-industry R&D collaboration, access to ICT, government online services, online creativity (as assessed by WIPO Global Innovation Index), and export of ICT goods (according to the World Bank). The methodological basis of the study was methods of correlation analysis (Pearson or Spearman, depending on data distribution, for which Shapiro-Wilk test for normal data distribution was previously applied) taking into account possible lags in time, VAR modelling, Granger test, and corresponding toolkit of STATA 18 software. As a result of the research, it was confirmed that the level of university industry R&D collaboration is af-fected by such indicators of digitalization of social relations as online creativity (in 16 from 20 sample countries), access to ICT (in 12 countries) and the share of ICT goods exports in total exports (in 11 countries). At the same time, university industry R&D collaboration is a cause of changes in the level of online creativity (in 15 from 20 sample countries), access to ICT (in 11 countries), public online services (in 10 from 19 sample countries) and the share of ICT goods exports (in 10 from 20 sample countries). The obtained results can be useful for stakeholders in R&D, innovative activities, development of state policy in the innovation and information sphere for making the most effective deci-sions in the context of stimulating the role of cooperation.

Słowa kluczowe

EN

business; education; ICT; innovation; online services

PL

biznes; edukacja; ICT w nauczaniu; innowacja edukacyjna; usługi online

• Wydawca: Oficyna Wydawnicza Stowarzyszenia Menedżerów Jakości i Produkcji
• Czasopismo: Production Engineering Archives
• Rocznik: 2024
• Tom: Vol. 30, Iss. 2
• Strony: 204--213
• Opis fizyczny: Bibliogr. 50 poz., tab.

Twórcy

autor

Kuzior Aleksandra

• Faculty of Organization and Management, Silesian University of Technology, Poland
• Academic and Research Institute of Business, Economics and Management, Sumy State University, Ukraine

• https://orcid.org/0000-0001-9764-5320

autor

Samoilikova Anastasiia

• Academic and Research Institute of Business, Economics and Management, Sumy State University, Ukraine

• https://orcid.org/0000-0001-8639-5282

autor

Kossek Wojciech

• Daniel Felix Ritchie School of Engineering & Computer Science, University of Denver, USA

• https://orcid.org/0000-0002-8697-2294

autor

Krišková Petra

• Faculty of Economic Informatics, University of Economics in Bratislava, Slovak Republic

• https://orcid.org/0000-0003-1516-1862

autor

Vasylieva Tetiana

• Academic and Research Institute of Business, Economics and Management, Sumy State University, Ukraine

• https://orcid.org/0000-0003-0635-7978

Bibliografia

• 1. Alshourah, S., Altawalbeh, M., Mansour, M., Al Haraisa, Y., Al-Kharabsheh, A. 2023. Digital strategic orientation and firm’s performance: the moderating effect of environmental uncertainty. Polish Journal of Management Studies, 28(2), 7-27, DOI:10.17512/pjms.2023.28.2.01
• 2. Artyukhov, A., Volk, I., Vasylieva, T., Lyeonov, S., 2021. The role of the university in achieving SDGs 4 and 7: A Ukrainian case. Paper presented at the E3S Web of Conferences, 250. DOI: 10.1051/e3sconf/ 202125004006
• 3. Barvinok, V., Pudło, T., 2023. Formation of Online Content Patterns of Higher Education Based on Trends to Preserve Intellectual Capital Quality Decreasing in Ukraine During Wartime. Business Ethics and Leadership, 7(2), 109-127. DOI: 10.21272/bel.7(2).109-127.2023
• 4. Boiko, M., Kulyk, M., Bondar, S., Romanchuk, L., Lositska, T., 2023. Consumer engagement in the conditions of business digitization: A case study of the hotel industry in Ukraine. Problems and Perspectives in Management, 21(3), 113-124. DOI:10.21511/ppm.21(3).2023.09
• 5. Brychko, M., Bilan, Y., Lyeonov, S., Streimikiene, D., 2023. Do changes in the business environment and sustainable development really matter for enhancing enterprise development? Sustainable Development, 31(2), 587-599. DOI:10.1002/sd.2410
• 6. Ćudić, B., Alešnik, P., Hazemali, D., 2022. Factors impacting university industry collaboration in European countries, Journal of Innovation and En-trepreneurship, Springer, Heidelberg, 11 (1), 1-24. DOI: 10.1186/s13731-022-00226-3
• 7. Djalilov, K., Lyeonov, S., Buriak, A., 2015. Comparative studies of risk, concentration and efficiency in transition economies. Risk Governance and Control: Financial Markets and Institutions, 5(4CONT1), 178-187. DOI:10.22495/rgcv5i4c1art7
• 8. Djamal, D., Fariou, C., Brahim, L., 2023. Effect of Human Capital on Economic Growth in South Africa: an ARDL Approach. Financial Markets, Institutions and Risks, 7(4), 1-13. DOI: 10.61093/fmir.7(4).1-13.2023
• 9. Dutta, S., Lanvin, B., León, L. R., Wunsch-Vincent, S., 2022. Global Innovation Index 2022. What is the future of innovation driven growth? 15th Edition. WIPO, Geneva, Switzerland.
• 10. Dutta, S., Lanvin, B., León, L. R., Wunsch-Vincent, S., 2022. Global Innovation Index 2022. What is the future of innovation driven growth? 15th Edition. WIPO, Geneva, Switzerland.
• 11. Fernandes, G., Santos, J. M. R., Ribeiro, P., Ferreira, L. M., O'Sullivan, D., Barroso, D., Pinto, E. B., 2023. Critical Success Factors of University-Industry R&D Collaborations, Procedia Computer Science, 219, 1650-1659. DOI: 10.1016/j.procs.2023.01.458.
• 12. Fobel, P., Kuzior, A., 2019. The future (industry 4.0) is closer than we think. will it also be ethical? Paper presented at the AIP Conference Proceedings, 2186. DOI: 10.1063/1.5137987
• 13. Granger, C. W. J., 1969. Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37, 424–438. DOI: 10.2307/1912791
• 14. Habenko, M., 2023. Export of high-tech goods in the context of innovation transfer for social economic development: factor analysis. Socio Economic Challenges, 7(2), 152-160. DOI: 10.21272/sec.7(2).152-160.2023
• 15. Hara, M., 2023. Educational reform for middle-income trap under digitalization: Culprits, challenges, and strategies in the Philippines. Socio Economic Challenges, 7(3), 200-218. DOI: 10.61093/sec.7(3).200-218.2023
• 16. Hara, M., 2023. Educational reform for middle income trap under digitalization: Culprits, challenges, and strategies in the Philippines. Socio Economic Challenges, 7(3), 200-218. DOI: 10.61093/sec.7(3).200-218.2023
• 17. Kaya, H., Kwok, J. S., LaTurner, J., 2023. Experiential Learning Through the Creation of an Investment Lab. Financial Markets, Institutions and Risks, 7(1), 16-25. DOI: 10.21272/fmir.7(1).16-25.2023
• 18. Kharchenko, D., 2023. Content and Bibliometric Analysis of Education as a Competitive Advantage of Business. Business Ethics and Leadership, 7(2), 99-108. DOI: 10.21272/bel.7(2).99-108.2023
• 19. Kiseľáková, D., Šofranková, B., Širá, E., Fedorčíková, R. (2022). Assessment of the digital economy's level among the EU countriesan empirical study. Polish Journal of Management Studies, 26(1), 107-124, DOI:10.17512/pjms.2022.26.1.07
• 20. Stacho, Z., Krynke, M., Vadkertiova, A., Hamar, M., Hegedűs E., 2023. The impact of financial performance of companies on the extent of digitaliza-tion implementation in HRM. Polish Journal of Management Studies, 28 (2), 289-304. DOI: 10.17512/pjms.2023.28.2.17
• 21. Kuzior, A., Krawczyk, D., Brożek, P., Pakhnenko, O., Vasylieva, T., Lyeo-nov, S., 2022a. Resilience of smart cities to the consequences of the COVID-19 pandemic in the context of sustainable development. Sustainability (Switzerland), 14(19). DOI:10.3390/su141912645
• 22. Kuzior, A., Zozul'ak, J., 2019. Adaptation of the idea of phronesis in contem-porary approach to innovation. Management Systems in Production Engineering, 27(2), 84-87. DOI:10.1515/mspe-2019-0014
• 23. Kuzior, A.; Pakhnenko, O.; Tiutiunyk, I., Lyeonov, S., 2023. Governance in Smart Cities: Global Trends and Key Enablers. Smart Cities, 6, 1663-1689. DOI: 10.3390/smartcities6040078
• 24. Kuzior, A.; Pidorycheva, I.; Liashenko, V.; Shevtsova, H.; Shvets, N., 2022b. Assessment of National Innovation Ecosystems of the EU Countries and Ukraine in the Interests of their Sustainable Development. Sustainability, 14, 8487. DOI: 10.3390/su14148487
• 25. Kuzmenko, O., Yarovenko, H., Perkhun L., 2023. Assessing the maturity of the current global system for combating financial and cyber fraud. Statis-tics in Transition new series, 24(1), 229-258. DOI: 10.59170/stattrans-2023-013
• 26. Kuzmenko, O., Yarovenko, H., Perkhun L., 2023. Assessing the maturity of the current global system for combating financial and cyber fraud. Statistics in Transition new series, 24(1), 229-258. DOI: 10.59170/stattrans-2023-013
• 27. Lyeonov, S., Vasilyeva, T., Bilan, Y., Bagmet, K., 2021. Convergence of the institutional quality of the social sector: The path to inclusive growth. International Journal of Trade and Global Markets, 14(3), 272-291. DOI:10.1504/IJTGM.2021.115712
• 28. Melnyk, L., Derykolenko, O., Kubatko, O., Matsenko, O., 2019. Business models of reproduction cycles for digital economy. Paper presented at the CEUR Workshop Proceedings, 2393 269-276. Retrieved from http://ceur-ws.org/
• 29. Melnyk, M., Blyznyukov, A., Cieślik, J., 2023. The impact of digital educa-tion initiatives. SocioEconomic Challenges, 7(3), 1-9. DOI: 10.61093/sec.7(3).1-9.2023
• 30. Mursalov, M., Yarovenko, H., Vasilyeva, T., 2023. Entrepreneurial Ecosystem and Digitalization: Relationship and Synergy of Development. In: Strielkowski, W. (eds) Leadership, Entrepreneurship and Sustainable Development Post COVID-19. NILBEC 2022. Springer Proceedings in Business and Economics. Springer, Cham. DOI: 10.1007/978-3-031-28131-0_9
• 31. Nahla, N., 2023. University-company collaboration: what are the obstacles in Algeria? Socio Economic Challenges, 7(1), 59-64. DOI: 10.21272/sec.7(1).59-64.2023
• 32. Ogunleye, J. K., Afolabi, C. S., Ajayi, S. O., Omotayo, V. A., 2023. Virtual Learning as an Impetus for Business Education Programme in the Midst of COVID-19 in Nigeria. Health Economics and Management Review, 4(2), 83-89. DOI: 10.21272/hem.2023.2-08
• 33. Pakhnenko, O., Pudło, T., 2023. HealthTech in ensuring the resilience of communities in the post-pandemic period. Health Economics and Management Review, 4(2), 31-39. DOI: 10.21272/hem.2023.2-03
• 34. Pearson, K., 1987. VII. Mathematical contributions to the theory of evolution-III. Regression, heredity, and panmixia. Philosophical Transactions of the Royal Society of London. Series A, containing papers of a mathematical or physical character, 187, 253-318. URL: DOI: 10.1098/rsta.1896.0007
• 35. Pozovna, I., Krawczyk, D., Babenko, V., 2023. Advanced Technology Invest-ment, Transfer, Export and Import: Determinants or Predictors of Eco-nomic Growth and Inflation Fluctuations?. Financial Markets, Institutions and Risks, 7(4), 168-188. DOI: 10.61093/fmir.7(4).168-188.2023
• 36. Runiewicz-Wardyn, M., Winogradska, B., 2023. The role of trust in open in-novation collaboration: the experience of polish medium hightech SMEs. Socio Economic Challenges, 7(4), 133-151. DOI: 10.61093/sec.7(4).133-151.2023
• 37. Samoilikova, A., Kuryłowicz, M., Lyeonov, S., Vasa, L., 2023. University industry collaboration in R&D to reduce the informal economy and strengthen sustainable development. Economics and Sociology, 16(3), 339-353. DOI:10.14254/2071-789X.2023/16-3/18
• 38. Shapiro, S. S., Wilk, M. B., 1965. An analysis of variance test for normality (complete samples). Biometrika, 52(3/4), 591-611. DOI: 10.2307/2333709
• 39. Spearman, C., 1987. The proof and measurement of association between two things. The American Journal of Psychology, 100(3/4), 441-471. DOI: 10.2307/1422689
• 40. Spivakovsky, O., Omelchuk, S., Malchykova, D., Tsapiv, A., Lemeshchuk, O., 2023. Academic solidarity and digitization: Management of a dis-placed university. Problems and Perspectives in Management, 21(2-si), 40-51. DOI: 10.21511/ppm.21(2-si).2023.06
• 41. Stata (n.d.). Pairwise Granger causality tests after var or svar. Stata manuals. Retrieved from https://www.stata.com/manuals/tsvargranger.pdf
• 42. Ulewicz, R., Sethanan,, K. 2020. Experience with the accreditation of technical studies in Poland and Thailand's, International Symposium on Project Approaches in Engineering Education, 10, 149–156
• 43. Vasylieva, T. A., Kasyanenko, V. O., 2013. Integral assessment of innovation potential of ukraine's national economy: A scientific methodical approach and practical calculations. Actual Problems of Economics, 144(6), 50-59. Retrieved from https://www.scopus.com/record/dis-play.uri?eid=2-s2.0-84923539973&origin=resultslist
• 44. WIPO (n.d.). Global Innovation Index. WIPO Publications Series (2011-2020). Retrieved from https://www.wipo.int/publications/en/series/in-dex.jsp?id=129
• 45. World Bank (n.d.). ICT goods exports (% of total goods exports). World Bank data. Retrieved from https://data.worldbank.org/indica-tor/TX.VAL.ICTG.ZS.UN
• 46. Yamin, T., Murwaningsari, E., 2023. Exploring the Interplay Between Digital Technology, Transformational Leadership and Agility for Enhancing Organisational Performance. Business Ethics and Leadership, 7(4), 73-88. DOI: 10.61093/bel.7(4).73-88.2023
• 47. Yarovenko, H., Lyeonov, S., Wojcieszek, K. A., Szira, Z., 2023. Do IT users behave responsibly in terms of cybercrime protection? Human Technol-ogy, 19(2), 178-206. DOI: 10.14254/1795-6889.2023.19-2.3
• 48. Yeraliyeva, A., Dauliyeva, G., Andabayeva, G., Nurmanova, B., 2023. Effec-tiveness of public administration of the digital economy in Kazakhstan. Problems and Perspectives in Management, 21(3), 125-137. DOI:10.21511/ppm.21(3).2023.10
• 49. Yu, Y., 2023. Performance Analysis of Public Investment in Chinese University Education Based on Regional Differences and Influencing Factors. Business Ethics and Leadership, 7(1), 37-49. DOI: 10.21272/bel.7(1).37-49.2023
• 50. Yu, Y., Ruoxi, L., Tingting, Y., Xinxin, W., 2023. Convergence and Disparities in Higher Education Fiscal Expenditures in China: A Regional Perspective. Financial Markets, Institutions and Risks, 7(3), 31-47. DOI: 10.61093/fmir.7(3).31-47.2023

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2024).