Innovation spillovers as a driver of economic development: evidence from regions located in Central and Eastern European Union countries
DOI: https://doi.org/10.3846/tede.2025.23984Abstract
Innovation has been a core element in the economic development of countries worldwide. Although innovation often has a global impact, it is created in a particular location. This research focuses on regions from Central and Eastern European Union (EU) countries as they are in the process of catching up with more developed Western EU economies. This paper aims to explore the link between innovation level and economic development in Central and Eastern EU countries from a regional perspective as well as to examine the impact of innovation spread between these regions. The analysis applies spatio-temporal models for data on the regional innovation index and gross domestic product per capita from 2016 to 2022. The results of this research show that southeastern regions had, on average, a lower level of both innovation and economic growth than western and northern ones. The analysis also confirms the positive relationship between innovation and economic development in these regions. Finally, this research proves the existence of spatial innovation spillovers: the strongest effect in Polish (near its capital city’s region) and Romanian regions while the weakest one in Slovenia, Bulgaria, and further from the capitals of Romania, Poland, and the Czech Republic.
First published online 16 July 2025
Keywords:
innovation spillovers, innovation level, economic development, economic growth, spatio-temporal analysisHow to Cite
Share
License
Copyright (c) 2025 The Author(s). Published by Vilnius Gediminas Technical University.
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Afeltra, G., Alerasoul, S. A., & Strozzi, F. (2021). The evolution of sustainable innovation: From the past to the future. European Journal of Innovation Management, 26(2), 386–421. https://doi.org/10.1108/EJIM-02-2021-0113
Amoah, J., Belas, J., Dziwornu, R., & Khan, K. A. (2022). Enhancing SME contribution to economic development: A perspective from an emerging economy. Journal of International Studies, 15(2), 63–76. https://doi.org/10.14254/2071-8330.2022/15-2/5
Anselin, L., Florax, R., & Rey, S. J. (2004). Advances in spatial econometrics: Methodology, tools and applications. Springer. https://doi.org/10.1007/978-3-662-05617-2
Audretsch, D. B., & Feldman, M. P. (2004). Knowledge spillovers and the geography of innovation. In J. V. Henderson & J.-F. Thisse (Eds.), Handbook of regional and urban economics (Vol. 4, pp. 2713–2739). Elsevier. https://doi.org/10.1016/S1574-0080(04)80018-X
Baptista, R. (2001). Geographical clusters and innovation diffusion. Technological Forecasting and Social Change, 66(1), 31–46. https://doi.org/10.1016/S0040-1625(99)00057-8
Batrancea, L. M., Balcı, M. A., Chermezan, L., Akgüller, Ö., Masca, E. S., & Gaban, L. (2022). Sources of SMEs financing and their impact on economic growth across the European Union: Insights from a panel data study spanning sixteen years. Sustainability, 14(22), Article 15318. https://doi.org/10.3390/su142215318
Bottazzi, L., & Peri, G. (2003). Innovation and spillovers in regions: Evidence from European patent data. European Economic Review, 47(4), 687–710. https://doi.org/10.1016/S0014-2921(02)00307-0
Bush, V. (1945). Science: The endless frontier. Transactions of the Kansas Academy of Science (1903-), 48(3), 231–264. https://doi.org/10.2307/3625196
Cabrer-Borras, B., & Serrano-Domingo, G. (2007). Innovation and R&D spillover effects in Spanish regions: A spatial approach. Research Policy, 36(9), 1357–1371. https://doi.org/10.1016/j.respol.2007.04.012
Cantwell, J., & Iammarino, S. (1998). MNCs, technological innovation and regional systems in the EU: Some evidence in the Italian case. International Journal of the Economics of Business, 5(3), 383–408. https://doi.org/10.1080/13571519884459
Capello, R., Caragliu, A., & Nijkamp, P. (2011). Territorial capital and regional growth: Increasing returns in knowledge use. Tijdschrift Voor Economische En Sociale Geografie, 102(4), 385–405. https://doi.org/10.1111/j.1467-9663.2010.00613.x
Cillo, V., Petruzzelli, A. M., Ardito, L., & Del Giudice, M. (2019). Understanding sustainable innovation: A systematic literature review. Corporate Social Responsibility and Environmental Management, 26(5), 1012–1025. https://doi.org/10.1002/csr.1783
Cooke, P., Uranga, M. G., & Etxebarria, G. (1998). Regional systems of innovation: An evolutionary perspective. Environment and Planning A: Economy and Space, 30(9), 1563–1584. https://doi.org/10.1068/a301563
Crescenzi, R., & Rodríguez-Pose, A. (2011). Innovation and regional growth in the European Union. Springer. https://doi.org/10.1007/978-3-642-17761-3
Crescenzi, R., Rodríguez-Pose, A., & Storper, M. (2007). The territorial dynamics of innovation: a Europe–United States comparative analysis. Journal of Economic Geography, 7(6), 673–709. https://doi.org/10.1093/jeg/lbm030
Ding, Y., Yin, F., Chin, L., Zhou, K., Taghizadeh-Hesary, F., & Li, Y. (2025). Can government R&D expenditure promote innovation? New evidence from 37 OECD countries. Technological and Economic Development of Economy, 31(2), 572–596. https://doi.org/10.3846/tede.2024.22293
Elhorst, J. P. (2017). Spatial panel data analysis. In Encyclopedia of GIS (pp. 2050–2058). Springer. https://doi.org/10.1007/978-3-319-17885-1_1641
Fischer, M. M. (1989). Innovation, diffusion and regions. In Å. E. Andersson, D. F. Batten, & C. Karlsson (Eds.), Knowledge and industrial organization (pp. 47–61). Springer. https://doi.org/10.1007/978-3-642-95597-6_5
Florida, R. (1995). Toward the learning region. Futures, 27(5), 527–536. https://doi.org/10.1016/0016-3287(95)00021-N
Fritsch, M., & Franke, G. (2004). Innovation, regional knowledge spillovers and R&D cooperation. Research Policy, 33(2), 245–255. https://doi.org/10.1016/S0048-7333(03)00123-9
Furman, J. L., Porter, M. E., & Stern, S. (2002). The determinants of national innovative capacity. Research Policy, 31(6), 899–933. https://doi.org/10.1016/S0048-7333(01)00152-4
Ghobakhloo, M., Iranmanesh, M., Grybauskas, A., Vilkas, M., & Petraitė, M. (2021). Industry 4.0, innovation, and sustainable development: A systematic review and a roadmap to sustainable innovation. Business Strategy and the Environment, 30(8), 4237–4257. https://doi.org/10.1002/bse.2867
Gorzelany-Dziadkowiec, M., Gorzelany, J., Stauskis, G., Hernik, J., Van Assche, V., & Noszczyk, T. (2019). The innovation process in local development – the material, institutional, and intellectual infrastructure shaping and shaped by innovation. Technological and Economic Development of Economy, 25(6), 1232–1258. https://doi.org/10.3846/tede.2019.11094
Greunz, L. (2003). Geographically and technologically mediated knowledge spillovers between European regions. The Annals of Regional Science, 37, 657–680. https://doi.org/10.1007/s00168-003-0131-3
Hermundsdottir, F., & Aspelund, A. (2021). Sustainability innovations and firm competitiveness: A review. Journal of Cleaner Production, 280, Article 124715. https://doi.org/10.1016/j.jclepro.2020.124715
Hervás-Oliver, J.-L., Parrilli, M. D., Rodríguez-Pose, A., & Sempere-Ripoll, F. (2021). The drivers of SME innovation in the regions of the EU. Research Policy, 50(9), Article 104316. https://doi.org/10.1016/j.respol.2021.104316
Ilyina, L. A., Panteleeva, Y. A., Tikhonov, V. S., & Babordina, O. A. (2020). Criticism of the linear model of economic development and its opposition to the model of the circular economy. In E. G. Popkova & A. V. Bogoviz (Eds.), Circular economy in developed and developing countries: Perspective, methods and examples (pp. 3–10). Emerald Publishing. https://doi.org/10.1108/978-1-78973-981-720201003
Jaffe, A. B. (1986). Technological opportunity and spillovers of R&D: Evidence from firms’ patents, profits, and market value (NBER Working Paper No. 1815). National Bureau of Economic Research. https://doi.org/10.3386/w1815
LeSage, J., & Pace, R. K. (2009). Introduction to spatial econometrics. CRC Press. https://doi.org/10.1201/9781420064254
Maclaurin, W. R. (1953). The sequence from invention to innovation and its relation to economic growth. The Quarterly Journal of Economics, 67(1), 97–111. https://doi.org/10.2307/1884150
Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. https://doi.org/10.2307/2332142
Nelson, R. R., & Winter, S. G. (1985). An evolutionary theory of economic change. Harvard University Press.
Reficco, E., Gutiérrez, R., Jaén, M. H., & Auletta, N. (2018). Collaboration mechanisms for sustainable innovation. Journal of Cleaner Production, 203, 1170–1186. https://doi.org/10.1016/j.jclepro.2018.08.043
Rodríguez-Pose, A., & Crescenzi, R. (2008). Research and development, spillovers, innovation systems, and the genesis of regional growth in Europe. Regional Studies, 42(1), 51–67. https://doi.org/10.1080/00343400701654186
Rosenberg, N. (1994). Exploring the black box: Technology, economics, and history. Cambridge University Press. https://doi.org/10.1017/CBO9780511582554
Sarpong, D., Boakye, D., Ofosu, G., & Botchie, D. (2023). The three pointers of research and development (R&D) for growth-boosting sustainable innovation system. Technovation, 122, Article 102581. https://doi.org/10.1016/j.technovation.2022.102581
Schabenberger, O., & Gotway, C. A. (2005). Statistical methods for spatial data analysis. Taylor & Francis.
Szopik-Depczyńska, K., Kędzierska-Szczepaniak, A., Szczepaniak, K., Cheba, K., Gajda, W., & Ioppolo, G. (2018). Innovation in sustainable development: An investigation of the EU context using 2030 agenda indicators. Land Use Policy, 79, 251–262. https://doi.org/10.1016/j.landusepol.2018.08.004
Szulc, E. (2007). Ekonometryczna analiza wielowymiarowych procesów gospodarczych [Econometric analysis of multidimensional economic processes]. Wydawnictwo Uniwersytetu Mikołaja Kopernika.
Szulc, E., & Jankiewicz, M. (2018). Spatio-temporal modelling of the influence of the number of business entities in selected urban centres on unemployment in the Kujawsko-Pomorskie Voivodeship. Acta Universitatis Lodziensis. Folia Oeconomia, 4(337), 21–37. https://doi.org/10.18778/0208-6018.337.02
United Nations. (2015). Transforming our world: The 2030 agenda for sustainable development. https://sustainabledevelopment.un.org/post2015/transformingourworld/publication
View article in other formats
Published
Issue
Section
Copyright
Copyright (c) 2025 The Author(s). Published by Vilnius Gediminas Technical University.
License
This work is licensed under a Creative Commons Attribution 4.0 International License.