A multivariate approach to the identification of initial smart specialisations of Polish voivodeships
DOI:
https://doi.org/10.24136/eq.2020.034Keywords:
smart specialization, voivodeships (regions), synthetic measures, industryAbstract
Research background: The identification of smart specialisations should be based on information allowing the identification of resources and capital in the regions, which constitute the unique value of the area providing for the development of competitive advantages based on innovations and achievements in the research and development activities.
Purpose of the article: The key goal is to present the proposal to use an aggregate (synthetic) measure for the purpose of identifying regional development potentials and next the initial smart specialisations (RSS). This approach is particularly useful at the very initial stage of recognizing the potential in the region, and ? after some modifications ? may offer a useful tool for assembling the de-velopment of industries (services) in the region. The additional goals are: (1) to organize the knowledge regarding statistical approaches and selected methods to be used in the process of identifying initial smart specialisations in regions (RSS); (2) exemplification of the presented methodology for the initial regional smart specialisations (RSS) identification in voivodeships in Poland based on a multivariate approach.
Methods: Multivariate statistical analysis (MSA) methods are used in the identification procedure of initial regional smart specialisations (RSS), which allowed for performing the assessment in 4 areas: resources and capital; specialisation; development potential (dynamics); the involvement in research and development and innovative activities. They can also be extended with additional dimensions related to the cooperation of enterprises with social or environmental priorities.
Findings & Value added: The conducted procedure allowed identifying NACE rev. 2 divisions useful in determining development potentials in Polish regions and later the initial smart specialisations (RSS). The identified initial RSS for Polish voivodeships can be a starting point for building regional smart specialisations based on values supply chain or other premises. Due to the universal nature of the proposed methodology, it can be widely used at the level of subregions, regions and the EU countries.
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Bal-Domańska, B., Cybulski, L., Kamiński, S., Ładysz, I., Stańczyk, E., & Wrocławiu, pracownicy D. O. B. R. U. S. we. (2018). Contextual monitoring of Smart Specializations in Dolnośląskie Voivodeship. Wrosław: Urząd Statystyczny we Wrocławiu.
View in Google Scholar
Bal-Domańska, B., Sobczak, E., & Stańczyk, E. (2020). Identification of regional smart specialisations on the basis of aggregate measures ? a case of the Dolnośląskie Voivodeship. Folia Oeconomica Stetinensia, 20(1), 62-80. doi: 10.2478/foli-2020-0004 DOI: https://doi.org/10.2478/foli-2020-0004
View in Google Scholar
Balland, P. A., Boschma, R., Crespo, J. & Rigby, D. L. (2019). Smart specialisation policy in the European Union: relatedness, knowledge complexity and regional diversification. Regional Studies, 53(9), 1252-1268. doi: 10.1080/00 343404.2018.1437900. DOI: https://doi.org/10.1080/00343404.2018.1437900
View in Google Scholar
Barff, R., & Knight III P. (1988). Dynamic shift-share analysis. Growth and Change, 19(2), 1-9. DOI: https://doi.org/10.1111/j.1468-2257.1988.tb00465.x
View in Google Scholar
Bosch, A., & Vonortas, N. (2019). Smart Specialisation as a tool to foster innovation in emerging economies: lessons from Brazil. Foresight and STI Governance, 13(1), 32?47. doi: 0.17323/2500-2597.2019.1.32.47. DOI: https://doi.org/10.17323/2500-2597.2019.1.32.47
View in Google Scholar
Capello, R. (2014). Smart specialisation strategy and the new EU cohesion policy reform: Introductory remarks. Scienze Regionali, 13(1), 5-15. doi: 10.3280/ SCRE2014-001001. DOI: https://doi.org/10.3280/SCRE2014-001001
View in Google Scholar
Dmytrów, K. (2018). Comparison of several linear ordering methods for selection of locations in order picking by means of the simulation methods. Acta Universitatis Lodziensis. Folia Oeconomica, 5(338), 81-96. doi: 10.18778/0208-6018.338.05. DOI: https://doi.org/10.18778/0208-6018.338.05
View in Google Scholar
Dunn, E. S. (1960). A statistical and analytical technique for regional analysis. Papers and Proceedings of the Regional Science Association, 6, 98-112. DOI: https://doi.org/10.1111/j.1435-5597.1960.tb01705.x
View in Google Scholar
Esteban-Marquillas, J. M. (1972). A reinterpretation of shift-share analysis. Regional and Urban Economics, 2(3), 249-255. DOI: https://doi.org/10.1016/0034-3331(72)90033-4
View in Google Scholar
Florence P. S. (1929). The statistical method in economics and political science. London: Kegan P., Trench, Trubner & CO. LTD. New York: Harcourt Brace & Company.
View in Google Scholar
Foray, D. (2014a). Smart specialisation ? opportunities and challenges for regional innovation policy. London: Routledge. doi: 10.4324/9781315773063. DOI: https://doi.org/10.4324/9781315773063
View in Google Scholar
Foray, D. (2014b). From smart specialisation to smart specialisation policy. European Journal of Innovation Management, 17(4), 492-507. DOI: https://doi.org/10.1108/EJIM-09-2014-0096
View in Google Scholar
Foray, D., & Goenaga, X. (2013). The goals of smart specialisation. JRC Scientific and Policy Reports - S3 Brief Series. 1. Brussels: European Commission. doi: 10.2791/20158.
View in Google Scholar
Gianelle, C., Guzzo, F., & Mieszkowski, K. (2020). Smart specialisation: what gets lost in translation from concept to practice? Regional Studies, 54(10), 1377-1388. doi: 10.1080/00343404.2019.1607970. DOI: https://doi.org/10.1080/00343404.2019.1607970
View in Google Scholar
Godlewska, S. (2013). Strategies for smart specialisation (RIS3) ? an instrument for the de-velopment policy implementation vs. the condition for obtaining EU funds. Przegląd Europejski, 4, 85-86.
View in Google Scholar
Grosse, T. G. (2002). Overview of theoretical concepts of regional development. Studia Regionalna i Lokalne, 1.
View in Google Scholar
Gulc, A. (2015). Analysis of methodological approach to identify smart specialisation on the example of Polish regions. Procedia - Social and Behavioral Sciences, 213, 817-823. doi: 10.1016/j.sbspro.2015.11.483. DOI: https://doi.org/10.1016/j.sbspro.2015.11.483
View in Google Scholar
Hausmann, R., & Rodrik, D. (2003). Economic development as self-discovery. Journal of Development Economics, 72(2), 603-633. doi: 10.1016/S0304-3878(03)00124-X. DOI: https://doi.org/10.1016/S0304-3878(03)00124-X
View in Google Scholar
Heimeriks, G., & Balland, P.-A. (2016). How smart is specialisation? An analysis of specialisation patterns in knowledge production. Science and Public Policy, 43(4), 562-574. doi: 10.1093/scipol/scv061. DOI: https://doi.org/10.1093/scipol/scv061
View in Google Scholar
Hellwig, Z., (1968). The application of taxonomic method for typological division of countries regarding the development level as well as the resources and structure of qualified personnel. Przegląd Statystyczny, 4, 307-327.
View in Google Scholar
Hwang, C. L., & Yoon, K. (1981). Multiple attribute decision making: methods and applications. New York: Springer-Verlag. DOI: https://doi.org/10.1007/978-3-642-48318-9
View in Google Scholar
IRE (2016). Innovative regions in Europe network, RSS Methodological Guide, Stage 1, IRE Secretariat.
View in Google Scholar
Kamerschen, D. R., McKenzie, R. B., & Nardinelli, C. (1991). Economics. Gdańsk: Fundacja Gospodarcza NSZZ ?Solidarność?.
View in Google Scholar
Kudełko, J. (2017). The concept of smart specialization on the example of the Podkarpackie region. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, 475, 136-147. doi:10.15611/pn.2017.475.12. DOI: https://doi.org/10.15611/pn.2017.475.12
View in Google Scholar
LORT (2015). Smart specialistions of Lubuskie Voivodeship. Zielona Góra: Lubuskie Regional Territorial Observatory, Marshal?s Office of Lubuskie Voivodeship.
View in Google Scholar
Markowska, M., Kusterka-Jefmańska, M., & Jefmański, B. (2016). Analysis of smart specialisation in European regions using fuzzy classification. Argumenta Oeconomica, 2(37), 31-65. doi: 10.15611/aoe.2016.2.02. DOI: https://doi.org/10.15611/aoe.2016.2.02
View in Google Scholar
Marshall, A. (1919), Industry and trade. A Study of industrial technique and business organization and of their influences on the condition of various classes and nations. London: Macmillan.
View in Google Scholar
Marshall, A., & Marshall, M. P. (1879). The economics of industry, London: Macmillan and co.
View in Google Scholar
Matusiak, M., & Kisiała, W. (2015). Monitoring and evaluation system of research and innovation strategies for smart specializations (RIS3) in Poland. The list of common indicators. Poznań: Centrum Polityk Publicznych Spółka Celowa Uniwersytetu Ekonomicznego w Poznaniu.
View in Google Scholar
McCann, P., & Ortega-Argilés, R. (2013). Smart specialisation, regional growth and applications to EU cohesion policy. Regional Studies, 49(8), 1291-1302; doi: 10.1080/00343404.2013.799769. DOI: https://doi.org/10.1080/00343404.2013.799769
View in Google Scholar
McCann, P., & Ortega-Argilés, R. (2016). Smart specialisation: insights from the EU experience and implications for other economies. Investigaciones Regionales ? Journal of Regional Research, 36, 279-293.
View in Google Scholar
Mieszkowski, K., & Barbero, J. (2020). Territorial patterns of R&D+I grants sup-porting smart specialisation projects funded from the ESIF in Poland. Regional Studies. doi:10.1080/00343404.2020.1782877. DOI: https://doi.org/10.1080/00343404.2020.1782877
View in Google Scholar
Navarro, M., Gibaja, J. J., Franco, S., Murciego, A., Gianelle, C., Hegyi, F. B., & Kleibrink, A. (2014). Regional benchmarking in the smart specialisation pro-cess: Identification of reference regions based on structural similarity, S3 Working Paper Series, 03/2014.
View in Google Scholar
Pander, W., Rauzer, A., Stawicki, M., Sycz, P., & Wojnicka-Sycz, E. (2014). Identification, monitoring and evaluation of smart specialisations. Warszawa: Maciej Stawicki.
View in Google Scholar
Piersiala, L. (2019). The usage pattern of development method to assess the functioning of special economic zones: the case of Poland. Equilibrium. Quarterly Journal of Economics and Economic Policy, 14(1), 167-181. doi: 10.24136/eq.2019.008 DOI: https://doi.org/10.24136/eq.2019.008
View in Google Scholar
Porter, M. E. (1990). The competitive advantage of nations. New York: Free Press. DOI: https://doi.org/10.1007/978-1-349-11336-1
View in Google Scholar
Porter, M. E. (1985). The competitive advantage creating and sustaining superior performance. New York: Nowy Jork.
View in Google Scholar
Proniewski, M., & Juchnicka M. (2013). Analysis of the potentials and specializations in Polish regions. Methodological outline. Warszawa: Krajowe Obserwatorium Terytorialne.
View in Google Scholar
Quintane, E., Casselman, R. M., Reiche, B. S., & Nylund, P. A. (2011). Innovation as a knowledge-based outcome. Journal of Knowledge Management, 15(6), 928-947. doi: 10.1108/13673271111179299. DOI: https://doi.org/10.1108/13673271111179299
View in Google Scholar
Ricardo, D. (1929). On the principles of political economy and taxation. Cracow: Edition of Gebethner and Wolff.
View in Google Scholar
Rogalska, E. (2018). Multiple-criteria analysis of regional entrepreneurship conditions in Poland. Equilibrium. Quarterly Journal of Economics and Economic Policy, 13(4), 707-723. doi:10.24136/eq.2018.034. DOI: https://doi.org/10.24136/eq.2018.034
View in Google Scholar
Santoalha, A. (2019). New indicators of related diversification applied to smart specialisation in European regions, Spatial Economic Analysis, 14(4), 404-424. doi: 10.1080/17421772.2019.1584328. DOI: https://doi.org/10.1080/17421772.2019.1584328
View in Google Scholar
Schumpeter, J. A. (1911). The theory of economic development. Cambridge, MA: Harvard University Press.
View in Google Scholar
Sinclair, R. (1967). Von Thunen and Urban Sprawl. Ann. Am. Geogr. Assoc. 57, 1, 72-87. DOI: https://doi.org/10.1111/j.1467-8306.1967.tb00591.x
View in Google Scholar
Šipilova, V. (2015). When regional growth does not benefit from high-tech special-ization? Explaining the experience of Latvian regions. Procedia Economics and Finance, 30, 863-875. doi: 10.1016/S2212-5671(15)01336-2. DOI: https://doi.org/10.1016/S2212-5671(15)01336-2
View in Google Scholar
Smith, A. (1776). An inquiry into the nature and causes of the wealth of nations. London: W. Strahan & T. Cadell. DOI: https://doi.org/10.1093/oseo/instance.00043218
View in Google Scholar
Sobczak, E. (2012). Smart specialisation of workforce structure in the European union countries ? dynamic analysis applying shift-share analysis method. Comparative Economic Research, 15(4), 219-232. DOI: https://doi.org/10.2478/v10103-012-0037-3
View in Google Scholar
Sobczak, E. (2013). Specialisation of workforce structure in sectors of technical advancement in. In P. Hlavacek & P. Olsova (Eds.). Regional economy and policy: territories and Cities. Jan Evangelista Purkyn? University.
View in Google Scholar
Sobczak, E., & Bal-Domańska, B. (2013). Smart workforce structures versus regional development in European union countries of new accession (EU12). In P. Jedlicka (Ed.). The international conference Hradec economic days 2013. Economic Development and Management of Regions. Peer-Reviewed Conference Proceedings, Part III. Gaudeamus, 349-360.
View in Google Scholar
Sotarauta, M. (2018). Smart specialisation and place leadership: dreaming about shared visions, falling into policy traps? Regional Studies, Regional Science, 5(1), 190-203. doi: 10.1080/21681376.2018.1480902. DOI: https://doi.org/10.1080/21681376.2018.1480902
View in Google Scholar
Trippl, M., Zukauskaite, E., & Healy, A. (2019). Shaping smart specialisation: the role of place-specific factors in advanced, intermediate and less-developed European regions. Regional Studies. Advance online publication. doi: 10.1080/00343404.2019.1582763. DOI: https://doi.org/10.1080/00343404.2019.1582763
View in Google Scholar
UE (2012). Guide on Research and Innovation Strategies for Smart Specialisation (RIS 3). European Union.
View in Google Scholar
UMDL (2015). Strategic framework for smart specialisations in Dolnośląskie Voivodeship. Wracław: Marshal?s Office of Dolnośląskie Voivodeship.
View in Google Scholar
UMWZ (2014). Assumptions for the identification pro-cess of smart specialisations in Zachodniopomorskie Voivodeship. Szczecin: Strategic Management Department of Marshal?s Office of Zachodniopomorskie Voi-vodship.
View in Google Scholar
Uyarra, E., Marzocchi, Ch., & Sorvik, J. (2018). How outward looking is smart specialisation? Rationales, drivers and barriers. European Planning Studies, 26(12). 23-44. doi: doi.org/10.1080/09654313.2018.1529146. DOI: https://doi.org/10.1080/09654313.2018.1529146
View in Google Scholar
Virkkala, S., Mäenpää, A., & Mariussen, ?. (2017). A connectivity model as a potential tool for smart specialisation strategies. European Planning Studies, 25(4), 661-679. doi: 10.1080/09654313.2017.1283391. DOI: https://doi.org/10.1080/09654313.2017.1283391
View in Google Scholar
von Thünen, J. (2009). The isolated state in relation to agriculture and political economy. Haymarket Media, 224. DOI: https://doi.org/10.1057/9780230274112
View in Google Scholar
Wojnicka-Sycz, E. (2020). Theory-based evaluation criteria for regional smart specialisations and their application in the Podkarpackie voivodeship in Poland. Regional Studies. Advance online publication. doi:10.1080/00343404. 2020.1802419 DOI: https://doi.org/10.1080/00343404.2020.1802419
View in Google Scholar
Zygmunt, J. (2018). Entrepreneurial activity drivers in the transition economies. Evidence from the Visegrad countries. Equilibrium. Quarterly Journal of Economics and Economic Policy, 13(1), 89-103. doi: 10.24136/eq.2018.005. DOI: https://doi.org/10.24136/eq.2018.005
View in Google Scholar
Zygmunt, J. (2020). The effect of changes in the economic structure on entrepreneurial activity in a transition economy: the case of Poland. Equilibrium. Quarterly Journal of Economics and Economic Policy, 15(1), 49-62. doi: 10.24136/eq.2020.003 DOI: https://doi.org/10.24136/eq.2020.003
View in Google Scholar
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