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Determinanty efektywności regionalnych systemów innowacyjnych w polskich podregionach

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  • Ciołek, Dorota
  • Golejewska, Anna

Abstract

In the current knowledge-based economy paradigm, it is innovativeness that may enable lagging regions to be as competitive as more developed regions. The innovation and efficiency of regional innovation systems (RISs) are crucial for enhancing economic development. Using data envelopment analysis (DEA) with environmental factors, we conducted an assessment of the efficiency of RISs in Polish subregions. On this basis, a list was drawn up of efficient subregions with strong innovation as well as efficient regions with weak innovation. The results confirm that, in most cases, Polish subregions are not using their full potential. While estimating the panel model, RIS features that influenced efficiency were identified, and the positive impact of the innovative milieu, spatial proximity and the share of industry in value added were confirmed. The negative impact of unemployment and factors reflecting the low level of social capital were identified. The obtained results may be the basis for formulating an appropriate innovation policy at the regional level, especially in Central and Eastern European countries. We suggest that the use of the identified patterns, in combination with the individual characteristics of particular regions, may contribute to an improvement in both technological effectiveness and productivity, particularly in weaker regions.

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  • Ciołek, Dorota & Golejewska, Anna, 2022. "Determinanty efektywności regionalnych systemów innowacyjnych w polskich podregionach," Gospodarka Narodowa-The Polish Journal of Economics, Szkoła Główna Handlowa w Warszawie / SGH Warsaw School of Economics, vol. 2022(3), September.
  • Handle: RePEc:ags:polgne:359339
    DOI: 10.22004/ag.econ.359339
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    1. Cuitláhuac Valdez Lafarga & Jorge Inés León Balderrama, 2015. "Efficiency of Mexico's regional innovation systems: an evaluation applying data envelopment analysis (DEA)," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 7(1), pages 36-44, January.
    2. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    3. J Harris & H Ozgen & Y Ozcan, 2000. "Do mergers enhance the performance of hospital efficiency?," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(7), pages 801-811, July.
    4. Manfred M. Fischer, 2001. "Innovation, knowledge creation and systems of innovation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(2), pages 199-216.
    5. Henry Tulkens & Philippe Eeckaut, 2006. "Nonparametric Efficiency, Progress and Regress Measures For Panel Data: Methodological Aspects," Springer Books, in: Parkash Chander & Jacques Drèze & C. Knox Lovell & Jack Mintz (ed.), Public goods, environmental externalities and fiscal competition, chapter 0, pages 395-429, Springer.
    6. Markard, Jochen & Truffer, Bernhard, 2008. "Technological innovation systems and the multi-level perspective: Towards an integrated framework," Research Policy, Elsevier, vol. 37(4), pages 596-615, May.
    7. Biorn, Erik & Hagen, Terje P. & Iversen, Tor & Magnussen, Jon, 2002. "The Effect of Activity-Based Financing on Hospital Efficiency: A Panel Data Analysis of DEA Efficiency Scores 1992-2000," MPRA Paper 8099, University Library of Munich, Germany.
    8. Dziallas, Marisa & Blind, Knut, 2019. "Innovation indicators throughout the innovation process: An extensive literature analysis," Technovation, Elsevier, vol. 80, pages 3-29.
    9. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    10. Oleg Badunenko & Pavlo Mozharovskyi, 2016. "Nonparametric frontier analysis using Stata," Stata Journal, StataCorp LLC, vol. 16(3), pages 550-589, September.
    11. Carlsson, B & Stankiewicz, R, 1991. "On the Nature, Function and Composition of Technological Systems," Journal of Evolutionary Economics, Springer, vol. 1(2), pages 93-118, April.
    12. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October.
    13. Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
    14. Oleg Badunenko & Harald Tauchmann, 2019. "Simar and Wilson two-stage efficiency analysis for Stata," Stata Journal, StataCorp LLC, vol. 19(4), pages 950-988, December.
    15. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    16. Asheim, Bjorn T & Isaksen, Arne, 2002. "Regional Innovation Systems: The Integration of Local 'Sticky' and Global 'Ubiquitous' Knowledge," The Journal of Technology Transfer, Springer, vol. 27(1), pages 77-86, January.
    17. Kaihua Chen & Jiancheng Guan, 2012. "Measuring the Efficiency of China's Regional Innovation Systems: Application of Network Data Envelopment Analysis (DEA)," Regional Studies, Taylor & Francis Journals, vol. 46(3), pages 355-377, April.
    18. Rajiv D. Banker & Ram Natarajan, 2008. "Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis," Operations Research, INFORMS, vol. 56(1), pages 48-58, February.
    19. Michael Fritsch, 2004. "Cooperation and the efficiency of regional R&D activities," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(6), pages 829-846, November.
    20. Jon Zabala-Iturriagagoitia & Peter Voigt & Antonio Gutierrez-Gracia & Fernando Jimenez-Saez, 2007. "Regional Innovation Systems: How to Assess Performance," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 661-672.
    21. Chen Kaihua & Kou Mingting, 2014. "Staged efficiency and its determinants of regional innovation systems: a two-step analytical procedure," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(2), pages 627-657, March.
    22. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    23. Cinzia Daraio & Léopold Simar, 2005. "Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach," Journal of Productivity Analysis, Springer, vol. 24(1), pages 93-121, September.
    24. Doloreux, David & Parto, Saeed, 2005. "Regional innovation systems: Current discourse and unresolved issues," Technology in Society, Elsevier, vol. 27(2), pages 133-153.
    25. Rolf Sternberg, 2007. "Entrepreneurship, Proximity And Regional Innovation Systems," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 98(5), pages 652-666, December.
    26. José Fernández-Serrano & Juan A. Martínez-Román & Isidoro Romero, 2019. "The entrepreneur in the regional innovation system. A comparative study for high- and low-income regions," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 31(5-6), pages 337-356, May.
    27. David Doloreux & Steve Dionne, 2008. "Is regional innovation system development possible in peripheral regions? Some evidence from the case of La Pocatière, Canada," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 20(3), pages 259-283, May.
    28. Pieter De Bruijn & Arnoud Lagendijk, 2005. "Regional Innovation Systems in the Lisbon strategy," European Planning Studies, Taylor & Francis Journals, vol. 13(8), pages 1153-1172, May.
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