Evaluation of Key R&D Areas in the Context of Economic Development: Evidence from Self-governing Regions of the Czech Republic


  • Renata Halásková University of Ostrava, Faculty of Education
  • Martina Halásková VSB-Technical University of Ostrava, Faculty of Economics
  • Václav Friedrich VSB-Technical University of Ostrava, Faculty of Economics




research and development, public sector, business enterprise sector, human resources, Czech self-governing regions


The paper deals with crucial areas of research potential in regional conditions of the 14 Czech self-governing regions in years 2015 and 2020. For the analysis 11 indicators of research and development (R&D) are applied by use of multivariate methods. The results showed internal similarities of the Czech regions by the three created R&D factors in 2020. We investigated the relationship in Czech regions between the created factors of research potential (in the public sector, the business enterprise sector, potential human resources) on one side and economic level of regions and total R&D expenditures as percentage of regional GDP on the other side. The achieved findings from self-governing Czech regions can be a valuable source for creators of regional R&D strategies in the Czech Republic.


Act No. 129/2000 Coll., on Regions.
Baneliene, R. & Melnikas, B. (2020) Economic Growth and Investment in R&D: Contemporary Challenges for the European Union, Contemporary Economics, 14(1), pp. 38-57, https://doi.org/10.5709/ce.1897-9254.331.
Blazek, J. & Uhlir, D. (2007) Regional innovation policies in the Czech republic and the case of Prague: An emerging role of a regional level?, European Planning Studies, 15(7), pp. 871-888, https://doi.org/10.1080/09654310701356175.
Caviggioli, F., Colombelli, A., De Marco, A., Scellato, G. & Ughetto, E. (2022) Co-evolution patterns of university patenting and technological specialization in European regions, Journal of Technology Transfer, (Early Acces), https://doi.org/10.1007/s10961-021-09910-0.
Celli, V., Cerqua, A. & Pellegrini, G. (2021) Does R&D Expenditure Boost Economic Growth in Lagging Regions?, Social Indicators Research, (Early Access), https://doi.org/10.1007/s11205-021-02786-5.
Cerulli, G., Corsino, M., Gabriele, R. & Giunta, A. (2022) A dose-response evaluation of a regional R&D subsidies policy, Economics of Innovation and New Technology, 31(3), pp. 173-190, https://doi.org/10.1080/10438599.2020.1792604.
Cetenak, O.O. & Oransay, G. (2017) Economic Growth and Dynamic R&D Investment Behavior, In: Hacioglu, U., Dincer, H. & Alayoglu, N. (eds.) Global Business Strategies in Crisis: Strategic Thinking and Development (Verlag: Springer International Publishing), pp. 243-259.
CSO (2022) Comparison of Regions in the Czech Republic (Science and Research) (Prague: Czech Statistical Office), available at: https://www.czso.cz/csu/czso/19-veda-a-vyzkum-79z46gck7h (April 15, 2022).
Cooke, P. (2004) Regional Innovation System – an evolutionary approach, In: Braczyk, H.J., Cooke, P. & Heidenreich, M. (eds.) Regional Innovation Systems (London: Routledge), pp. 1–18.
Cooke, P. & Leydesdorff, L. (2006) Regional Development in the Knowledge-Based Economy: The Construction of Advantage, Journal of Technology Transfer, 31(1), pp. 5-15, https://doi.org/10.1007/s10961-005-5009-3.
Costello, A. B. & Osborne, J. (2005) Best Practices in Exploratory Factor Analysis: Four Recommendations for Getting the Most from Your Analysis, Practical Assessment, 10(7), pp. 1-9, https://doi.org/10.7275/jyj1-4868.
Cureton, E. E. & D'Agostino, R. B. (2013) Factor Analysis (New York: Psychology Press).
D'Ambrosio, A., Gabriele, R., Schiavone, F. & Villasalero, M. (2017) The role of openness in explaining innovation performance in a regional context, Journal of Technology Transfer,42(2), pp. 389-408, https://doi.org/10.1007/s10961-016-9501-8.
Detelj, K., Jagric, T. & Markovic-Hribernik, T. (2016) Exploration of the Effectiveness of Public Procurement for Innovation: Panel Analysis of EU Countries’ data, Lex localis - Journal of Local Self-Government, 14(1), pp. 93-114, https://doi.org/10.4335/14.1.93-114%20(2016).
Di Cagno, D., Fabrizi, A., Meliciani, V. & Wanzenbock, I. (2016) The impact of relational spillovers from joint research projects on knowledge creation across European regions, Technological Forecasting and Social Change, 108, pp. 83-94, https://doi.org/10.1016/j.techfore.2016.04.021.
Dworak, E. & Grzelak MM. (2010) R&D expenditure and GDP in EU countries, Gospodarka Narodowa, 241(7-8), pp. 107-120.
European Commission (2009) Europe’s regional research systems: current trends and structures (Luxembourg: Office for Official Publications of the European Communities).
European Commission (2011) Cohesion policy and regional research and innovation potential (Luxembourg: Office for Official Publications of the European Communities).
Eurostat (2020) Statistical regions in the European Union and partner countries: NUTS and statistical regions 2021 (Luxembourg: Publications Office of the European Union), available at: https://ec.europa.eu/eurostat/documents/3859598/10967554/KS-GQ-20-092-EN-N.pdf/9d57ae79-3ee7-3c14-da3e-34726da385cf?t=1591285035000 (April 20, 2022).
Fritsch, M. & Slavtchev, V. (2011) Determinants of the Efficiency of Regional Innovation Systems, Regional Studies, 45(7), pp. 905-918, https://doi.org/10.1080/00343400802251494.
Furkova, A. (2019) Spatial spillovers and European Union regional innovation activities, Central European Journal of Operations Research, 27(3), pp. 815-834, https://doi.org/10.1007/s10100-018-0581-4.
Grillo, F. & Landabaso, M. (2011) Merits, problems and paradoxes of regional innovation policies, Local Economy, 26(6-7), pp. 544-561, https://doi.org/10.1177/0269094211417161.
Gubanova, E. S. & Moskvina, O.S. (2020) Methodological Aspects of the Assessment of the Investment and Innovation Potential of a Region, Economic and Social Changes-Facts Trends Forecast, 13(2), pp. 41-55, https://doi.org/10.15838/esc.2020.2.68.3.
Guadalupi, L., Tutore, A.V., Matricano, D. & Andreottola, F. (2013) The relationship between technological change and economic growth in less advanced European Regions, In: Vrontis, D., Weber, Y., Kaufmann, R. & Tarba, S. (eds.) 5th Annual EuroMed Conference of the EuroMed Academy of Business (Montreux: EMRBI-EuroMed Research Business Institute), pp. 730-739.
Gumus, E. & Celikay, F. (2015) R&D Expenditure and Economic Growth: New Empirical Evidence, Margin-Journal of Applied Economic Research, 9(3), pp. 205-217, https://doi.org/10.1177/0973801015579753.
Han, S., Yoo, G.M. & Kwak, S. (2018) A Comparative Analysis of Regional Innovation Characteristics Using an Innovation Actor Framework, Science Technology and Society, 23(1), pp. 137-162, https://doi.org/10.1177/0971721817744458.
Hudakova, J. (2017) Research and Development Support and Economic Growth, In: Klimova V. & Zitek V. (eds.) 20th International Colloquium on Regional Sciences (Brno: Masaryk University), pp. 209-214.
Kadlec, V. & Blazek, J. (2015) University-Business Collaboration As Perceived By Leading Academics: Comparing and Contrasting the Two Most Innovative Czech Regions, Erdkunde, 69(4), pp. 327-339, https://doi.org/10.3112/erdkunde.2015.03.03.
Klimova, V., Zitek, V. & Kralova, M. (2020) How Public R&D Support Affects Research Activity of Enterprises: Evidence from the Czech Republic, Journal of the Knowledge Economy, 11(5), pp. 888-907, https://doi.org/10.1007/s13132-019-0580-2.
Klimová, V. & Zitek, V. (2017) Intensity and structure of research and development in the Czech and Slovak regions, Interdisciplinary Description of Complex Systems, 15(1), pp. 36-48, https://doi.org/10.7906/15.1.3.
Klimová, V. (2013) Innovation Infrastructure in Moravian Regions, In: Klimova, V. & Zitek, V. (eds.) Proceedings of 16th International Colloquium on Regional Sciences (Brno: Masaryk Univerzity), pp. 198-204.
Kovacsova, L. (2014) Research Potential of the Czech Regions, In: Klimova V. & Zitek V. (eds.) Proceedings of the 17th International Colloquium on Regional Sciences (Brno: Mysaryk University), pp. 186-193.
Kotiková, S. (2017) Measuring the size of the technology gap at a level of Czech regions, Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration, 26(43), pp. 123-134.
Kveton, V. & Horak, P. (2018) The effect of public R&D subsidies on firms' competitiveness: Regional and sectoral specifics in emerging innovation systems, Applied Geography, 94, pp. 119-129, https://doi.org/10.1016/j.apgeog.2018.03.015.
Li, X. & Ying, T. (2020) University R&D activities and firm innovations, Finance Research Letters, 37, pp. 1-6, https://doi.org/10.1016/j.frl.2019.101364.
Merickova, B.M., Sumpiková, M., Muthova, N. J. & Nemec, J. (2020) Contracting and outsourcing in public sector in the Czech republic, Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration, 28(4), pp. 1-12, https://doi.org/10.46585/sp28041158.
Merickova, B. & Stejskal, J. (2014) Value of Collective Consumption Goods, Politicka ekonomie, 62(2), pp. 216-231, https://doi.org/10.18267/j.polek.947.
MIT (2022) Národní výzkumná a inovační strategie pro inteligentní specializaci České republiky 2021– 2027. Příloha 2. Karty krajských RIS3 strategií (Prague: Ministry of Industry and Trade), available at: https://www.mpo.cz/assets/cz/podnikani/ris3-strategie/2022/6/P2_Krajske_karty.pdf (June 15, 2022).
Mudronja, G., Jugovic, A. & Skalamera-Alilovic, D. (2019) Research and Development and Economic Growth: EU Port Regions, Zbornik Radova Ekonomskog Fakulteta u Rijeci-Proceedings of Rijeka Faculty of Economics, 37(2), pp. 587-602, https://doi.org/10.18045/zbefri.2019.2.587.
Murtagh, F. & Contrera, P. (2017) Algorithms for Hierarchical Clustering: an Overview II, WIREs Data Mining Knowledge Discovery, 7(6), pp. 1-16, https://doi.org/10.1002/widm.1219.
Palova, Z. (2015) Research, Development and Research Potential in Selected Regions in the Czech Republic, In: Klimova, V. & Zitek, V. (eds.) Proceedings of 18th International Colloquium on Regional Sciences (Brno: Masaryk Univiversity), pp. 175-181.
Pett, M.A. (2015) Nonparametric statistics for health care research: Statistics for small samples and unusual distributions (Thousand Oaks, CA: SAGE Publications).
Pires, S. M., Polido, A., Teles, F., Silva, P. & Rodrigues, C. (2020) Territorial innovation models in less developed regions in Europe: the quest for a new research agenda?, European Planning Studies, 28(8), pp. 1639-1666, https://doi.org/10.1080/09654313.2019.1697211.
Pisar, P., Hunady, J., & Durcekova, I. (2018) Role of Research and Development in Smart Specialisation of EU regions and its Effect on Labour Productivity, In: Jedlicka, P., Maresova, P. & Soukal, I. (eds.) Proceedings of 16th International Scientific Conference on Hradec Economic Days (Hradec Kralove: University Hradec Kralove), pp. 157-168.
Piras, G., Postiglione, P. & Aroca, P. (2012) Specialization, R&D and productivity growth: evidence from EU regions, Annals of Regional Science, 49(1), pp. 35-51, https://doi.org/10.1007/s00168-010-0424-2.
Pohlmann, J. T. (2004) Use and Interpretation of Factor Analysis in the Journal of Educational Research: 1992–2002, Journal of Educational Research, 98(1), pp. 14-23, https://doi.org/10.3200/JOER.98.1.14-23.
Pokorný, O., Kostić, M., Čadil, V., Valenta, O., Hebáková, L. & Vorlíčková, V. (2008) Analýza inovačního potenciálu krajů České republiky (Praha: Sociologické nakladatelství), available at: https://www.researchgate.net/publication/297188519_Analyza_inovacniho_potencialu_kraju_Ceske_republiky#fullTextFileContent (April 06, 2022).
Rajcakova, E. & Svecova, A. (2013) Selected Preconditions for Development of Innovation and Innovation Infrastructure in Slovakia-Czech Cross-border Region, Geographia Cassoviensis, 7(1), pp.111-121.
Scitovski, R., Sabo, K., Martínez Álvarez, F. & Ungar, S. (2021) Cluster Analysis and Applications (Cham: Springer International Publishing).
Silaghi, MIP., Alexa, D., Jude, C. & Litan, C. (2014) Do business and public sector research and development expenditures contribute to economic growth in Central and Eastern Europe countries? A dynamic panel estimation, Economic Modelling, 36(2014), pp. 108–119, https://doi.org/10.1016/j.econmod.2013.08.035.
Spallone, R. & Cerulli, G. (2022) A dose response evaluation of regional incentives to R&D, International Journal of Computational Economics and Econometrics, 12(1-2), pp.74-104.
Srholec, M. & Zizalova, P. (2014) Mapping the Geography of R&D: What Can We Learn for Regional Innovation Policy in the Czech Republic and Beyond?, European Planning Studies, 22(9), pp.1862-1878, https://doi.org/10.1080/09654313.2013.806435.
Sterlacchini, A. (2008) R&D, higher education and regional growth: Uneven linkages among European regions, Research Policy, 37(6-7), pp. 1096-1107, https://doi.org/10.1016/j.respol.2008.04.009.
Szopik-Depczyńska, K., Cheba, K., Bąk, I., Kędzierska-Szczepaniak, A., Szczepaniak, K. & Ioppolo, G. (2020) Innovation level and local development of EU regions. A new assessment approach, Land Use Policy, 99, pp. 1-11, https://doi.org/10.1016/j.landusepol.2020.104837.
Thurstone, L. L. (1961) Multiple Factor Analysis: A Development & Expansion of the Vectors in Mind, Reprinted (Chicago, IL: The University of Chicago Press).
Uhlbach, W.H., Balland, P.A. & Scherngell, T. (2022) Public R&D funding and new regional specialisations: The contingent role of technological relatedness, Industry and Innovation, 29(4), pp.511-532, https://doi.org/10.1080/13662716.2022.2043147.
Vila, L.E., Cabrer, B. & Pavia, J.M. (2015) On the Relationship Between Knowledge Creation and Economic Performance, Technological and Economic Development of Economy, 21(4), pp. 539-556, https://doi.org/10.3846/20294913.2013.876687.
Vystupova, L., Zamecnik, R. & Kozubikova, L. (2020) The sustainability of the existing cost management system with an emphasis on the public sector, Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration, 28(1), pp. 1-13.
Winklerova, L. (2016) Relationship Between Research and Development Support and Economic Growth, In: Klimova, V. & Zitek, V. (eds.) 19th International Colloquium on Regional Sciences (Brno: Masaryk University), pp. 296-301.
Zitek, V. & Klimova, V. (2016) Peripheral innovation systems in the Czech Republic at the level of the NUTS3 regions, Agricultural Economics-Zemedelska Ekonomika, 62(6), pp. 260-268, https://doi.org/10.17221/170/2015-AGRICECON.
Zizalova, P. & Csank, P. (2009) Are research, development and innovations key processes of uneven regional development?, Geografie, 114(1), pp. 21-36.
Zygmunt, A. (2020) Do Human Resources and the Research System Affect Firms' Innovation Activities? Results from Poland and the Czech Republic, Sustainability, 2(6), pp. 1-14, https://doi.org/10.3390/su12062519.